diff --git a/libs/sdk-js/.gitignore b/libs/sdk-js/.gitignore deleted file mode 100644 index 8bb855c55..000000000 --- a/libs/sdk-js/.gitignore +++ /dev/null @@ -1,16 +0,0 @@ -index.cjs -index.js -index.d.ts -index.d.cts -client.cjs -client.js -client.d.ts -client.d.cts -react.cjs -react.js -react.d.ts -react.d.cts -node_modules -dist -.yarn -docs diff --git a/libs/sdk-js/.prettierrc b/libs/sdk-js/.prettierrc deleted file mode 100644 index 0967ef424..000000000 --- a/libs/sdk-js/.prettierrc +++ /dev/null @@ -1 +0,0 @@ -{} diff --git a/libs/sdk-js/LICENSE b/libs/sdk-js/LICENSE deleted file mode 100644 index fc0602fee..000000000 --- a/libs/sdk-js/LICENSE +++ /dev/null @@ -1,21 +0,0 @@ -MIT License - -Copyright (c) 2024 LangChain, Inc. - -Permission is hereby granted, free of charge, to any person obtaining a copy -of this software and associated documentation files (the "Software"), to deal -in the Software without restriction, including without limitation the rights -to use, copy, modify, merge, publish, distribute, sublicense, and/or sell -copies of the Software, and to permit persons to whom the Software is -furnished to do so, subject to the following conditions: - -The above copyright notice and this permission notice shall be included in all -copies or substantial portions of the Software. - -THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR -IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, -FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE -AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER -LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, -OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE -SOFTWARE. diff --git a/libs/sdk-js/README.md b/libs/sdk-js/README.md deleted file mode 100644 index fb47ef3cb..000000000 --- a/libs/sdk-js/README.md +++ /dev/null @@ -1,64 +0,0 @@ -# LangGraph JS/TS SDK - -This repository contains the JS/TS SDK for interacting with the LangGraph REST API. - -## Quick Start - -To get started with the JS/TS SDK, [install the package](https://www.npmjs.com/package/@langchain/langgraph-sdk) - -```bash -yarn add @langchain/langgraph-sdk -``` - -You will need a running LangGraph API server. If you're running a server locally using `langgraph-cli`, SDK will automatically point at `http://localhost:8123`, otherwise -you would need to specify the server URL when creating a client. - -```js -import { Client } from "@langchain/langgraph-sdk"; - -const client = new Client(); - -// List all assistants -const assistants = await client.assistants.search({ - metadata: null, - offset: 0, - limit: 10, -}); - -// We auto-create an assistant for each graph you register in config. -const agent = assistants[0]; - -// Start a new thread -const thread = await client.threads.create(); - -// Start a streaming run -const messages = [{ role: "human", content: "what's the weather in la" }]; - -const streamResponse = client.runs.stream( - thread["thread_id"], - agent["assistant_id"], - { - input: { messages }, - } -); - -for await (const chunk of streamResponse) { - console.log(chunk); -} -``` - -## Documentation - -To generate documentation, run the following commands: - -1. Generate docs. - - yarn typedoc - -1. Consolidate doc files into one markdown file. - - npx concat-md --decrease-title-levels --ignore=js_ts_sdk_ref.md --start-title-level-at 2 docs > docs/js_ts_sdk_ref.md - -1. Copy `js_ts_sdk_ref.md` to MkDocs directory. - - cp docs/js_ts_sdk_ref.md ../../docs/docs/cloud/reference/sdk/js_ts_sdk_ref.md diff --git a/libs/sdk-js/jest.config.js b/libs/sdk-js/jest.config.js deleted file mode 100644 index 10218cfab..000000000 --- a/libs/sdk-js/jest.config.js +++ /dev/null @@ -1,17 +0,0 @@ -/** @type {import('jest').Config} */ -export default { - preset: 'ts-jest', - testEnvironment: 'node', - extensionsToTreatAsEsm: ['.ts'], - moduleNameMapper: { - '^(\\.{1,2}/.*)\\.js$': '$1', - }, - transform: { - '^.+\\.tsx?$': [ - 'ts-jest', - { - useESM: true, - }, - ], - }, -}; diff --git a/libs/sdk-js/langchain.config.js b/libs/sdk-js/langchain.config.js deleted file mode 100644 index b74696d7b..000000000 --- a/libs/sdk-js/langchain.config.js +++ /dev/null @@ -1,20 +0,0 @@ -import { resolve, dirname } from "node:path"; -import { fileURLToPath } from "node:url"; - -/** - * @param {string} relativePath - * @returns {string} - */ -function abs(relativePath) { - return resolve(dirname(fileURLToPath(import.meta.url)), relativePath); -} - -export const config = { - internals: [/react/], - entrypoints: { index: "index", client: "client", react: "react/index" }, - tsConfigPath: resolve("./tsconfig.json"), - cjsSource: "./dist-cjs", - cjsDestination: "./dist", - additionalGitignorePaths: ["docs"], - abs, -}; diff --git a/libs/sdk-js/package.json b/libs/sdk-js/package.json deleted file mode 100644 index 6b3f3733a..000000000 --- a/libs/sdk-js/package.json +++ /dev/null @@ -1,99 +0,0 @@ -{ - "name": "@langchain/langgraph-sdk", - "version": "0.0.45", - "description": "Client library for interacting with the LangGraph API", - "type": "module", - "packageManager": "yarn@1.22.19", - "scripts": { - "clean": "rm -rf dist/ dist-cjs/", - "build": "yarn clean && yarn lc_build --create-entrypoints --pre --tree-shaking", - "prepublish": "yarn run build", - "format": "prettier --write src", - "lint": "prettier --check src && tsc --noEmit", - "test": "NODE_OPTIONS=--experimental-vm-modules jest --testPathIgnorePatterns=\\.int\\.test.ts", - "typedoc": "typedoc && typedoc src/react/index.ts --out docs/react --options typedoc.react.json" - }, - "main": "index.js", - "license": "MIT", - "dependencies": { - "@types/json-schema": "^7.0.15", - "p-queue": "^6.6.2", - "p-retry": "4", - "uuid": "^9.0.0" - }, - "devDependencies": { - "@jest/globals": "^29.7.0", - "@langchain/core": "^0.3.31", - "@langchain/scripts": "^0.1.4", - "@tsconfig/recommended": "^1.0.2", - "@types/jest": "^29.5.12", - "@types/node": "^20.12.12", - "@types/uuid": "^9.0.1", - "@types/react": "18.3.2", - "concat-md": "^0.5.1", - "jest": "^29.7.0", - "prettier": "^3.2.5", - "ts-jest": "^29.1.2", - "typedoc": "^0.27.7", - "typedoc-plugin-markdown": "^4.4.2", - "typescript": "^5.4.5", - "react": "^18.3.1" - }, - "peerDependencies": { - "react": "^18 || ^19", - "@langchain/core": ">=0.2.31 <0.4.0" - }, - "peerDependenciesMeta": { - "react": { - "optional": true - }, - "@langchain/core": { - "optional": true - } - }, - "exports": { - ".": { - "types": { - "import": "./index.d.ts", - "require": "./index.d.cts", - "default": "./index.d.ts" - }, - "import": "./index.js", - "require": "./index.cjs" - }, - "./client": { - "types": { - "import": "./client.d.ts", - "require": "./client.d.cts", - "default": "./client.d.ts" - }, - "import": "./client.js", - "require": "./client.cjs" - }, - "./react": { - "types": { - "import": "./react.d.ts", - "require": "./react.d.cts", - "default": "./react.d.ts" - }, - "import": "./react.js", - "require": "./react.cjs" - }, - "./package.json": "./package.json" - }, - "files": [ - "dist/", - "index.cjs", - "index.js", - "index.d.ts", - "index.d.cts", - "client.cjs", - "client.js", - "client.d.ts", - "client.d.cts", - "react.cjs", - "react.js", - "react.d.ts", - "react.d.cts" - ] -} diff --git a/libs/sdk-js/src/client.ts b/libs/sdk-js/src/client.ts deleted file mode 100644 index 930c419b5..000000000 --- a/libs/sdk-js/src/client.ts +++ /dev/null @@ -1,1281 +0,0 @@ -import { - Assistant, - AssistantGraph, - CancelAction, - Config, - DefaultValues, - GraphSchema, - Metadata, - Run, - RunStatus, - Thread, - ThreadState, - Cron, - AssistantVersion, - Subgraphs, - Checkpoint, - SearchItemsResponse, - ListNamespaceResponse, - Item, - ThreadStatus, - CronCreateResponse, - CronCreateForThreadResponse, -} from "./schema.js"; -import { AsyncCaller, AsyncCallerParams } from "./utils/async_caller.js"; -import { IterableReadableStream } from "./utils/stream.js"; -import type { - RunsCreatePayload, - RunsStreamPayload, - RunsWaitPayload, - StreamEvent, - CronsCreatePayload, - OnConflictBehavior, -} from "./types.js"; -import { mergeSignals } from "./utils/signals.js"; -import { getEnvironmentVariable } from "./utils/env.js"; -import { _getFetchImplementation } from "./singletons/fetch.js"; -import type { TypedAsyncGenerator, StreamMode } from "./types.stream.js"; -import { BytesLineDecoder, SSEDecoder } from "./utils/sse.js"; -/** - * Get the API key from the environment. - * Precedence: - * 1. explicit argument - * 2. LANGGRAPH_API_KEY - * 3. LANGSMITH_API_KEY - * 4. LANGCHAIN_API_KEY - * - * @param apiKey - Optional API key provided as an argument - * @returns The API key if found, otherwise undefined - */ -export function getApiKey(apiKey?: string): string | undefined { - if (apiKey) { - return apiKey; - } - - const prefixes = ["LANGGRAPH", "LANGSMITH", "LANGCHAIN"]; - - for (const prefix of prefixes) { - const envKey = getEnvironmentVariable(`${prefix}_API_KEY`); - if (envKey) { - // Remove surrounding quotes - return envKey.trim().replace(/^["']|["']$/g, ""); - } - } - - return undefined; -} - -export interface ClientConfig { - apiUrl?: string; - apiKey?: string; - callerOptions?: AsyncCallerParams; - timeoutMs?: number; - defaultHeaders?: Record; -} - -class BaseClient { - protected asyncCaller: AsyncCaller; - - protected timeoutMs: number | undefined; - - protected apiUrl: string; - - protected defaultHeaders: Record; - - constructor(config?: ClientConfig) { - this.asyncCaller = new AsyncCaller({ - maxRetries: 4, - maxConcurrency: 4, - ...config?.callerOptions, - }); - - this.timeoutMs = config?.timeoutMs; - - // default limit being capped by Chrome - // https://github.com/nodejs/undici/issues/1373 - // Regex to remove trailing slash, if present - this.apiUrl = config?.apiUrl?.replace(/\/$/, "") || "http://localhost:8123"; - this.defaultHeaders = config?.defaultHeaders || {}; - const apiKey = getApiKey(config?.apiKey); - if (apiKey) { - this.defaultHeaders["X-Api-Key"] = apiKey; - } - } - - protected prepareFetchOptions( - path: string, - options?: RequestInit & { - json?: unknown; - params?: Record; - timeoutMs?: number | null; - }, - ): [url: URL, init: RequestInit] { - const mutatedOptions = { - ...options, - headers: { ...this.defaultHeaders, ...options?.headers }, - }; - - if (mutatedOptions.json) { - mutatedOptions.body = JSON.stringify(mutatedOptions.json); - mutatedOptions.headers = { - ...mutatedOptions.headers, - "Content-Type": "application/json", - }; - delete mutatedOptions.json; - } - - let timeoutSignal: AbortSignal | null = null; - if (typeof options?.timeoutMs !== "undefined") { - if (options.timeoutMs != null) { - timeoutSignal = AbortSignal.timeout(options.timeoutMs); - } - } else if (this.timeoutMs != null) { - timeoutSignal = AbortSignal.timeout(this.timeoutMs); - } - - mutatedOptions.signal = mergeSignals(timeoutSignal, mutatedOptions.signal); - const targetUrl = new URL(`${this.apiUrl}${path}`); - - if (mutatedOptions.params) { - for (const [key, value] of Object.entries(mutatedOptions.params)) { - if (value == null) continue; - - let strValue = - typeof value === "string" || typeof value === "number" - ? value.toString() - : JSON.stringify(value); - - targetUrl.searchParams.append(key, strValue); - } - delete mutatedOptions.params; - } - - return [targetUrl, mutatedOptions]; - } - - protected async fetch( - path: string, - options?: RequestInit & { - json?: unknown; - params?: Record; - timeoutMs?: number | null; - signal?: AbortSignal; - }, - ): Promise { - const response = await this.asyncCaller.fetch( - ...this.prepareFetchOptions(path, options), - ); - if (response.status === 202 || response.status === 204) { - return undefined as T; - } - return response.json() as T; - } -} - -export class CronsClient extends BaseClient { - /** - * - * @param threadId The ID of the thread. - * @param assistantId Assistant ID to use for this cron job. - * @param payload Payload for creating a cron job. - * @returns The created background run. - */ - async createForThread( - threadId: string, - assistantId: string, - payload?: CronsCreatePayload, - ): Promise { - const json: Record = { - schedule: payload?.schedule, - input: payload?.input, - config: payload?.config, - metadata: payload?.metadata, - assistant_id: assistantId, - interrupt_before: payload?.interruptBefore, - interrupt_after: payload?.interruptAfter, - webhook: payload?.webhook, - multitask_strategy: payload?.multitaskStrategy, - if_not_exists: payload?.ifNotExists, - }; - return this.fetch( - `/threads/${threadId}/runs/crons`, - { - method: "POST", - json, - }, - ); - } - - /** - * - * @param assistantId Assistant ID to use for this cron job. - * @param payload Payload for creating a cron job. - * @returns - */ - async create( - assistantId: string, - payload?: CronsCreatePayload, - ): Promise { - const json: Record = { - schedule: payload?.schedule, - input: payload?.input, - config: payload?.config, - metadata: payload?.metadata, - assistant_id: assistantId, - interrupt_before: payload?.interruptBefore, - interrupt_after: payload?.interruptAfter, - webhook: payload?.webhook, - multitask_strategy: payload?.multitaskStrategy, - if_not_exists: payload?.ifNotExists, - }; - return this.fetch(`/runs/crons`, { - method: "POST", - json, - }); - } - - /** - * - * @param cronId Cron ID of Cron job to delete. - */ - async delete(cronId: string): Promise { - await this.fetch(`/runs/crons/${cronId}`, { - method: "DELETE", - }); - } - - /** - * - * @param query Query options. - * @returns List of crons. - */ - async search(query?: { - assistantId?: string; - threadId?: string; - limit?: number; - offset?: number; - }): Promise { - return this.fetch("/runs/crons/search", { - method: "POST", - json: { - assistant_id: query?.assistantId ?? undefined, - thread_id: query?.threadId ?? undefined, - limit: query?.limit ?? 10, - offset: query?.offset ?? 0, - }, - }); - } -} - -export class AssistantsClient extends BaseClient { - /** - * Get an assistant by ID. - * - * @param assistantId The ID of the assistant. - * @returns Assistant - */ - async get(assistantId: string): Promise { - return this.fetch(`/assistants/${assistantId}`); - } - - /** - * Get the JSON representation of the graph assigned to a runnable - * @param assistantId The ID of the assistant. - * @param options.xray Whether to include subgraphs in the serialized graph representation. If an integer value is provided, only subgraphs with a depth less than or equal to the value will be included. - * @returns Serialized graph - */ - async getGraph( - assistantId: string, - options?: { xray?: boolean | number }, - ): Promise { - return this.fetch(`/assistants/${assistantId}/graph`, { - params: { xray: options?.xray }, - }); - } - - /** - * Get the state and config schema of the graph assigned to a runnable - * @param assistantId The ID of the assistant. - * @returns Graph schema - */ - async getSchemas(assistantId: string): Promise { - return this.fetch(`/assistants/${assistantId}/schemas`); - } - - /** - * Get the schemas of an assistant by ID. - * - * @param assistantId The ID of the assistant to get the schema of. - * @param options Additional options for getting subgraphs, such as namespace or recursion extraction. - * @returns The subgraphs of the assistant. - */ - async getSubgraphs( - assistantId: string, - options?: { - namespace?: string; - recurse?: boolean; - }, - ): Promise { - if (options?.namespace) { - return this.fetch( - `/assistants/${assistantId}/subgraphs/${options.namespace}`, - { params: { recurse: options?.recurse } }, - ); - } - return this.fetch(`/assistants/${assistantId}/subgraphs`, { - params: { recurse: options?.recurse }, - }); - } - - /** - * Create a new assistant. - * @param payload Payload for creating an assistant. - * @returns The created assistant. - */ - async create(payload: { - graphId: string; - config?: Config; - metadata?: Metadata; - assistantId?: string; - ifExists?: OnConflictBehavior; - name?: string; - }): Promise { - return this.fetch("/assistants", { - method: "POST", - json: { - graph_id: payload.graphId, - config: payload.config, - metadata: payload.metadata, - assistant_id: payload.assistantId, - if_exists: payload.ifExists, - name: payload.name, - }, - }); - } - - /** - * Update an assistant. - * @param assistantId ID of the assistant. - * @param payload Payload for updating the assistant. - * @returns The updated assistant. - */ - async update( - assistantId: string, - payload: { - graphId?: string; - config?: Config; - metadata?: Metadata; - name?: string; - }, - ): Promise { - return this.fetch(`/assistants/${assistantId}`, { - method: "PATCH", - json: { - graph_id: payload.graphId, - config: payload.config, - metadata: payload.metadata, - name: payload.name, - }, - }); - } - - /** - * Delete an assistant. - * - * @param assistantId ID of the assistant. - */ - async delete(assistantId: string): Promise { - return this.fetch(`/assistants/${assistantId}`, { - method: "DELETE", - }); - } - - /** - * List assistants. - * @param query Query options. - * @returns List of assistants. - */ - async search(query?: { - graphId?: string; - metadata?: Metadata; - limit?: number; - offset?: number; - }): Promise { - return this.fetch("/assistants/search", { - method: "POST", - json: { - graph_id: query?.graphId ?? undefined, - metadata: query?.metadata ?? undefined, - limit: query?.limit ?? 10, - offset: query?.offset ?? 0, - }, - }); - } - - /** - * List all versions of an assistant. - * - * @param assistantId ID of the assistant. - * @returns List of assistant versions. - */ - async getVersions( - assistantId: string, - payload?: { - metadata?: Metadata; - limit?: number; - offset?: number; - }, - ): Promise { - return this.fetch( - `/assistants/${assistantId}/versions`, - { - method: "POST", - json: { - metadata: payload?.metadata ?? undefined, - limit: payload?.limit ?? 10, - offset: payload?.offset ?? 0, - }, - }, - ); - } - - /** - * Change the version of an assistant. - * - * @param assistantId ID of the assistant. - * @param version The version to change to. - * @returns The updated assistant. - */ - async setLatest(assistantId: string, version: number): Promise { - return this.fetch(`/assistants/${assistantId}/latest`, { - method: "POST", - json: { version }, - }); - } -} - -export class ThreadsClient< - TStateType = DefaultValues, - TUpdateType = TStateType, -> extends BaseClient { - /** - * Get a thread by ID. - * - * @param threadId ID of the thread. - * @returns The thread. - */ - async get( - threadId: string, - ): Promise> { - return this.fetch>(`/threads/${threadId}`); - } - - /** - * Create a new thread. - * - * @param payload Payload for creating a thread. - * @returns The created thread. - */ - async create(payload?: { - /** - * Metadata for the thread. - */ - metadata?: Metadata; - threadId?: string; - ifExists?: OnConflictBehavior; - }): Promise> { - return this.fetch>(`/threads`, { - method: "POST", - json: { - metadata: payload?.metadata, - thread_id: payload?.threadId, - if_exists: payload?.ifExists, - }, - }); - } - - /** - * Copy an existing thread - * @param threadId ID of the thread to be copied - * @returns Newly copied thread - */ - async copy(threadId: string): Promise> { - return this.fetch>(`/threads/${threadId}/copy`, { - method: "POST", - }); - } - - /** - * Update a thread. - * - * @param threadId ID of the thread. - * @param payload Payload for updating the thread. - * @returns The updated thread. - */ - async update( - threadId: string, - payload?: { - /** - * Metadata for the thread. - */ - metadata?: Metadata; - }, - ): Promise { - return this.fetch(`/threads/${threadId}`, { - method: "PATCH", - json: { metadata: payload?.metadata }, - }); - } - - /** - * Delete a thread. - * - * @param threadId ID of the thread. - */ - async delete(threadId: string): Promise { - return this.fetch(`/threads/${threadId}`, { - method: "DELETE", - }); - } - - /** - * List threads - * - * @param query Query options - * @returns List of threads - */ - async search(query?: { - /** - * Metadata to filter threads by. - */ - metadata?: Metadata; - /** - * Maximum number of threads to return. - * Defaults to 10 - */ - limit?: number; - /** - * Offset to start from. - */ - offset?: number; - /** - * Thread status to filter on. - * Must be one of 'idle', 'busy', 'interrupted' or 'error'. - */ - status?: ThreadStatus; - }): Promise[]> { - return this.fetch[]>("/threads/search", { - method: "POST", - json: { - metadata: query?.metadata ?? undefined, - limit: query?.limit ?? 10, - offset: query?.offset ?? 0, - status: query?.status, - }, - }); - } - - /** - * Get state for a thread. - * - * @param threadId ID of the thread. - * @returns Thread state. - */ - async getState( - threadId: string, - checkpoint?: Checkpoint | string, - options?: { subgraphs?: boolean }, - ): Promise> { - if (checkpoint != null) { - if (typeof checkpoint !== "string") { - return this.fetch>( - `/threads/${threadId}/state/checkpoint`, - { - method: "POST", - json: { checkpoint, subgraphs: options?.subgraphs }, - }, - ); - } - - // deprecated - return this.fetch>( - `/threads/${threadId}/state/${checkpoint}`, - { params: { subgraphs: options?.subgraphs } }, - ); - } - - return this.fetch>(`/threads/${threadId}/state`, { - params: { subgraphs: options?.subgraphs }, - }); - } - - /** - * Add state to a thread. - * - * @param threadId The ID of the thread. - * @returns - */ - async updateState( - threadId: string, - options: { - values: ValuesType; - checkpoint?: Checkpoint; - checkpointId?: string; - asNode?: string; - }, - ): Promise> { - return this.fetch>( - `/threads/${threadId}/state`, - { - method: "POST", - json: { - values: options.values, - checkpoint_id: options.checkpointId, - checkpoint: options.checkpoint, - as_node: options?.asNode, - }, - }, - ); - } - - /** - * Patch the metadata of a thread. - * - * @param threadIdOrConfig Thread ID or config to patch the state of. - * @param metadata Metadata to patch the state with. - */ - async patchState( - threadIdOrConfig: string | Config, - metadata: Metadata, - ): Promise { - let threadId: string; - - if (typeof threadIdOrConfig !== "string") { - if (typeof threadIdOrConfig.configurable?.thread_id !== "string") { - throw new Error( - "Thread ID is required when updating state with a config.", - ); - } - threadId = threadIdOrConfig.configurable.thread_id; - } else { - threadId = threadIdOrConfig; - } - - return this.fetch(`/threads/${threadId}/state`, { - method: "PATCH", - json: { metadata: metadata }, - }); - } - - /** - * Get all past states for a thread. - * - * @param threadId ID of the thread. - * @param options Additional options. - * @returns List of thread states. - */ - async getHistory( - threadId: string, - options?: { - limit?: number; - before?: Config; - checkpoint?: Partial>; - metadata?: Metadata; - }, - ): Promise[]> { - return this.fetch[]>( - `/threads/${threadId}/history`, - { - method: "POST", - json: { - limit: options?.limit ?? 10, - before: options?.before, - metadata: options?.metadata, - checkpoint: options?.checkpoint, - }, - }, - ); - } -} - -export class RunsClient< - TStateType = DefaultValues, - TUpdateType = TStateType, - TCustomEventType = unknown, -> extends BaseClient { - stream< - TStreamMode extends StreamMode | StreamMode[] = StreamMode, - TSubgraphs extends boolean = false, - >( - threadId: null, - assistantId: string, - payload?: Omit< - RunsStreamPayload, - "multitaskStrategy" | "onCompletion" - >, - ): TypedAsyncGenerator< - TStreamMode, - TSubgraphs, - TStateType, - TUpdateType, - TCustomEventType - >; - - stream< - TStreamMode extends StreamMode | StreamMode[] = StreamMode, - TSubgraphs extends boolean = false, - >( - threadId: string, - assistantId: string, - payload?: RunsStreamPayload, - ): TypedAsyncGenerator< - TStreamMode, - TSubgraphs, - TStateType, - TUpdateType, - TCustomEventType - >; - - /** - * Create a run and stream the results. - * - * @param threadId The ID of the thread. - * @param assistantId Assistant ID to use for this run. - * @param payload Payload for creating a run. - */ - async *stream< - TStreamMode extends StreamMode | StreamMode[] = StreamMode, - TSubgraphs extends boolean = false, - >( - threadId: string | null, - assistantId: string, - payload?: RunsStreamPayload, - ): TypedAsyncGenerator< - TStreamMode, - TSubgraphs, - TStateType, - TUpdateType, - TCustomEventType - > { - const json: Record = { - input: payload?.input, - command: payload?.command, - config: payload?.config, - metadata: payload?.metadata, - stream_mode: payload?.streamMode, - stream_subgraphs: payload?.streamSubgraphs, - feedback_keys: payload?.feedbackKeys, - assistant_id: assistantId, - interrupt_before: payload?.interruptBefore, - interrupt_after: payload?.interruptAfter, - checkpoint: payload?.checkpoint, - checkpoint_id: payload?.checkpointId, - webhook: payload?.webhook, - multitask_strategy: payload?.multitaskStrategy, - on_completion: payload?.onCompletion, - on_disconnect: payload?.onDisconnect, - after_seconds: payload?.afterSeconds, - if_not_exists: payload?.ifNotExists, - }; - - const endpoint = - threadId == null ? `/runs/stream` : `/threads/${threadId}/runs/stream`; - const response = await this.asyncCaller.fetch( - ...this.prepareFetchOptions(endpoint, { - method: "POST", - json, - timeoutMs: null, - signal: payload?.signal, - }), - ); - - const stream: ReadableStream<{ event: any; data: any }> = ( - response.body || new ReadableStream({ start: (ctrl) => ctrl.close() }) - ) - .pipeThrough(new BytesLineDecoder()) - .pipeThrough(new SSEDecoder()); - - yield* IterableReadableStream.fromReadableStream(stream); - } - - /** - * Create a run. - * - * @param threadId The ID of the thread. - * @param assistantId Assistant ID to use for this run. - * @param payload Payload for creating a run. - * @returns The created run. - */ - async create( - threadId: string, - assistantId: string, - payload?: RunsCreatePayload, - ): Promise { - const json: Record = { - input: payload?.input, - command: payload?.command, - config: payload?.config, - metadata: payload?.metadata, - stream_mode: payload?.streamMode, - stream_subgraphs: payload?.streamSubgraphs, - assistant_id: assistantId, - interrupt_before: payload?.interruptBefore, - interrupt_after: payload?.interruptAfter, - webhook: payload?.webhook, - checkpoint: payload?.checkpoint, - checkpoint_id: payload?.checkpointId, - multitask_strategy: payload?.multitaskStrategy, - after_seconds: payload?.afterSeconds, - if_not_exists: payload?.ifNotExists, - }; - return this.fetch(`/threads/${threadId}/runs`, { - method: "POST", - json, - signal: payload?.signal, - }); - } - - /** - * Create a batch of stateless background runs. - * - * @param payloads An array of payloads for creating runs. - * @returns An array of created runs. - */ - async createBatch( - payloads: (RunsCreatePayload & { assistantId: string })[], - ): Promise { - const filteredPayloads = payloads - .map((payload) => ({ ...payload, assistant_id: payload.assistantId })) - .map((payload) => { - return Object.fromEntries( - Object.entries(payload).filter(([_, v]) => v !== undefined), - ); - }); - - return this.fetch("/runs/batch", { - method: "POST", - json: filteredPayloads, - }); - } - - async wait( - threadId: null, - assistantId: string, - payload?: Omit, - ): Promise; - - async wait( - threadId: string, - assistantId: string, - payload?: RunsWaitPayload, - ): Promise; - - /** - * Create a run and wait for it to complete. - * - * @param threadId The ID of the thread. - * @param assistantId Assistant ID to use for this run. - * @param payload Payload for creating a run. - * @returns The last values chunk of the thread. - */ - async wait( - threadId: string | null, - assistantId: string, - payload?: RunsWaitPayload, - ): Promise { - const json: Record = { - input: payload?.input, - command: payload?.command, - config: payload?.config, - metadata: payload?.metadata, - assistant_id: assistantId, - interrupt_before: payload?.interruptBefore, - interrupt_after: payload?.interruptAfter, - checkpoint: payload?.checkpoint, - checkpoint_id: payload?.checkpointId, - webhook: payload?.webhook, - multitask_strategy: payload?.multitaskStrategy, - on_completion: payload?.onCompletion, - on_disconnect: payload?.onDisconnect, - after_seconds: payload?.afterSeconds, - if_not_exists: payload?.ifNotExists, - }; - const endpoint = - threadId == null ? `/runs/wait` : `/threads/${threadId}/runs/wait`; - const response = await this.fetch(endpoint, { - method: "POST", - json, - timeoutMs: null, - signal: payload?.signal, - }); - const raiseError = - payload?.raiseError !== undefined ? payload.raiseError : true; - if ( - raiseError && - "__error__" in response && - typeof response.__error__ === "object" && - response.__error__ && - "error" in response.__error__ && - "message" in response.__error__ - ) { - throw new Error( - `${response.__error__?.error}: ${response.__error__?.message}`, - ); - } - return response; - } - - /** - * List all runs for a thread. - * - * @param threadId The ID of the thread. - * @param options Filtering and pagination options. - * @returns List of runs. - */ - async list( - threadId: string, - options?: { - /** - * Maximum number of runs to return. - * Defaults to 10 - */ - limit?: number; - - /** - * Offset to start from. - * Defaults to 0. - */ - offset?: number; - - /** - * Status of the run to filter by. - */ - status?: RunStatus; - }, - ): Promise { - return this.fetch(`/threads/${threadId}/runs`, { - params: { - limit: options?.limit ?? 10, - offset: options?.offset ?? 0, - status: options?.status ?? undefined, - }, - }); - } - - /** - * Get a run by ID. - * - * @param threadId The ID of the thread. - * @param runId The ID of the run. - * @returns The run. - */ - async get(threadId: string, runId: string): Promise { - return this.fetch(`/threads/${threadId}/runs/${runId}`); - } - - /** - * Cancel a run. - * - * @param threadId The ID of the thread. - * @param runId The ID of the run. - * @param wait Whether to block when canceling - * @param action Action to take when cancelling the run. Possible values are `interrupt` or `rollback`. Default is `interrupt`. - * @returns - */ - async cancel( - threadId: string, - runId: string, - wait: boolean = false, - action: CancelAction = "interrupt", - ): Promise { - return this.fetch(`/threads/${threadId}/runs/${runId}/cancel`, { - method: "POST", - params: { - wait: wait ? "1" : "0", - action: action, - }, - }); - } - - /** - * Block until a run is done. - * - * @param threadId The ID of the thread. - * @param runId The ID of the run. - * @returns - */ - async join( - threadId: string, - runId: string, - options?: { signal?: AbortSignal }, - ): Promise { - return this.fetch(`/threads/${threadId}/runs/${runId}/join`, { - timeoutMs: null, - signal: options?.signal, - }); - } - - /** - * Stream output from a run in real-time, until the run is done. - * Output is not buffered, so any output produced before this call will - * not be received here. - * - * @param threadId The ID of the thread. - * @param runId The ID of the run. - * @returns An async generator yielding stream parts. - */ - async *joinStream( - threadId: string, - runId: string, - options?: - | { signal?: AbortSignal; cancelOnDisconnect?: boolean } - | AbortSignal, - ): AsyncGenerator<{ event: StreamEvent; data: any }> { - const opts = - typeof options === "object" && - options != null && - options instanceof AbortSignal - ? { signal: options } - : options; - - const response = await this.asyncCaller.fetch( - ...this.prepareFetchOptions(`/threads/${threadId}/runs/${runId}/stream`, { - method: "GET", - timeoutMs: null, - signal: opts?.signal, - params: { cancel_on_disconnect: opts?.cancelOnDisconnect ? "1" : "0" }, - }), - ); - - const stream: ReadableStream<{ event: string; data: any }> = ( - response.body || new ReadableStream({ start: (ctrl) => ctrl.close() }) - ) - .pipeThrough(new BytesLineDecoder()) - .pipeThrough(new SSEDecoder()); - - yield* IterableReadableStream.fromReadableStream(stream); - } - - /** - * Delete a run. - * - * @param threadId The ID of the thread. - * @param runId The ID of the run. - * @returns - */ - async delete(threadId: string, runId: string): Promise { - return this.fetch(`/threads/${threadId}/runs/${runId}`, { - method: "DELETE", - }); - } -} - -interface APIItem { - namespace: string[]; - key: string; - value: Record; - created_at: string; - updated_at: string; -} -interface APISearchItemsResponse { - items: APIItem[]; -} - -export class StoreClient extends BaseClient { - /** - * Store or update an item. - * - * @param namespace A list of strings representing the namespace path. - * @param key The unique identifier for the item within the namespace. - * @param value A dictionary containing the item's data. - * @returns Promise - */ - async putItem( - namespace: string[], - key: string, - value: Record, - ): Promise { - namespace.forEach((label) => { - if (label.includes(".")) { - throw new Error( - `Invalid namespace label '${label}'. Namespace labels cannot contain periods ('.')`, - ); - } - }); - - const payload = { - namespace, - key, - value, - }; - - return this.fetch("/store/items", { - method: "PUT", - json: payload, - }); - } - - /** - * Retrieve a single item. - * - * @param namespace A list of strings representing the namespace path. - * @param key The unique identifier for the item. - * @returns Promise - */ - async getItem(namespace: string[], key: string): Promise { - namespace.forEach((label) => { - if (label.includes(".")) { - throw new Error( - `Invalid namespace label '${label}'. Namespace labels cannot contain periods ('.')`, - ); - } - }); - - const response = await this.fetch("/store/items", { - params: { namespace: namespace.join("."), key }, - }); - - return response - ? { - ...response, - createdAt: response.created_at, - updatedAt: response.updated_at, - } - : null; - } - - /** - * Delete an item. - * - * @param namespace A list of strings representing the namespace path. - * @param key The unique identifier for the item. - * @returns Promise - */ - async deleteItem(namespace: string[], key: string): Promise { - namespace.forEach((label) => { - if (label.includes(".")) { - throw new Error( - `Invalid namespace label '${label}'. Namespace labels cannot contain periods ('.')`, - ); - } - }); - - return this.fetch("/store/items", { - method: "DELETE", - json: { namespace, key }, - }); - } - - /** - * Search for items within a namespace prefix. - * - * @param namespacePrefix List of strings representing the namespace prefix. - * @param options.filter Optional dictionary of key-value pairs to filter results. - * @param options.limit Maximum number of items to return (default is 10). - * @param options.offset Number of items to skip before returning results (default is 0). - * @param options.query Optional search query. - * @returns Promise - */ - async searchItems( - namespacePrefix: string[], - options?: { - filter?: Record; - limit?: number; - offset?: number; - query?: string; - }, - ): Promise { - const payload = { - namespace_prefix: namespacePrefix, - filter: options?.filter, - limit: options?.limit ?? 10, - offset: options?.offset ?? 0, - query: options?.query, - }; - - const response = await this.fetch( - "/store/items/search", - { - method: "POST", - json: payload, - }, - ); - return { - items: response.items.map((item) => ({ - ...item, - createdAt: item.created_at, - updatedAt: item.updated_at, - })), - }; - } - - /** - * List namespaces with optional match conditions. - * - * @param options.prefix Optional list of strings representing the prefix to filter namespaces. - * @param options.suffix Optional list of strings representing the suffix to filter namespaces. - * @param options.maxDepth Optional integer specifying the maximum depth of namespaces to return. - * @param options.limit Maximum number of namespaces to return (default is 100). - * @param options.offset Number of namespaces to skip before returning results (default is 0). - * @returns Promise - */ - async listNamespaces(options?: { - prefix?: string[]; - suffix?: string[]; - maxDepth?: number; - limit?: number; - offset?: number; - }): Promise { - const payload = { - prefix: options?.prefix, - suffix: options?.suffix, - max_depth: options?.maxDepth, - limit: options?.limit ?? 100, - offset: options?.offset ?? 0, - }; - - return this.fetch("/store/namespaces", { - method: "POST", - json: payload, - }); - } -} - -export class Client< - TStateType = DefaultValues, - TUpdateType = TStateType, - TCustomEventType = unknown, -> { - /** - * The client for interacting with assistants. - */ - public assistants: AssistantsClient; - - /** - * The client for interacting with threads. - */ - public threads: ThreadsClient; - - /** - * The client for interacting with runs. - */ - public runs: RunsClient; - - /** - * The client for interacting with cron runs. - */ - public crons: CronsClient; - - /** - * The client for interacting with the KV store. - */ - public store: StoreClient; - - constructor(config?: ClientConfig) { - this.assistants = new AssistantsClient(config); - this.threads = new ThreadsClient(config); - this.runs = new RunsClient(config); - this.crons = new CronsClient(config); - this.store = new StoreClient(config); - } -} diff --git a/libs/sdk-js/src/index.ts b/libs/sdk-js/src/index.ts deleted file mode 100644 index 0626144cd..000000000 --- a/libs/sdk-js/src/index.ts +++ /dev/null @@ -1,50 +0,0 @@ -export { Client } from "./client.js"; - -export type { - Assistant, - AssistantVersion, - AssistantGraph, - Config, - DefaultValues, - GraphSchema, - Metadata, - Run, - Thread, - ThreadTask, - ThreadState, - ThreadStatus, - Cron, - Checkpoint, - Interrupt, - ListNamespaceResponse, - Item, - SearchItem, - SearchItemsResponse, - CronCreateResponse, - CronCreateForThreadResponse, -} from "./schema.js"; -export { overrideFetchImplementation } from "./singletons/fetch.js"; - -export type { OnConflictBehavior, Command } from "./types.js"; -export type { StreamMode } from "./types.stream.js"; -export type { - ValuesStreamEvent, - MessagesTupleStreamEvent, - MetadataStreamEvent, - UpdatesStreamEvent, - CustomStreamEvent, - MessagesStreamEvent, - DebugStreamEvent, - EventsStreamEvent, - ErrorStreamEvent, - FeedbackStreamEvent, -} from "./types.stream.js"; -export type { - Message, - HumanMessage, - AIMessage, - ToolMessage, - SystemMessage, - FunctionMessage, - RemoveMessage, -} from "./types.messages.js"; diff --git a/libs/sdk-js/src/react/debug.tsx b/libs/sdk-js/src/react/debug.tsx deleted file mode 100644 index b5fc462fc..000000000 --- a/libs/sdk-js/src/react/debug.tsx +++ /dev/null @@ -1,102 +0,0 @@ -import { ThreadState } from "../schema.js"; - -interface Node { - type: "node"; - value: ThreadState; - path: string[]; -} - -interface Fork { - type: "fork"; - items: Array>; -} - -interface Sequence { - type: "sequence"; - items: Array | Fork>; -} - -interface ValidFork { - type: "fork"; - items: Array>; -} - -interface ValidSequence { - type: "sequence"; - items: [Node, ...(Node | ValidFork)[]]; -} - -// forks -export type CheckpointBranchPath = string[]; - -export type MessageBranch = { - current: CheckpointBranchPath; - options: CheckpointBranchPath[]; -}; - -export function DebugSegmentsView(props: { - sequence: ValidSequence; -}) { - const concatContent = (value: ThreadState) => { - let content; - try { - content = value.values?.messages?.at(-1)?.content ?? ""; - } catch { - content = JSON.stringify(value.values); - } - - content = content.replace(/(\n|\r\n)/g, ""); - if (content.length <= 23) return content; - return `${content.slice(0, 10)}...${content.slice(-10)}`; - }; - - return ( -
- {props.sequence.items.map((item, index) => { - if (item.type === "fork") { - return ( -
- {item.items.map((fork, idx) => { - const [first] = fork.items; - return ( -
- - Fork{" "} - - ...{first.path.at(-1)?.slice(-4)} - - -
- -
-
- ); - })} -
- ); - } - - if (item.type === "node") { - return ( -
- 
-                ({item.value.metadata?.step}) ...
-                {item.value.checkpoint.checkpoint_id?.slice(-4)} (
-                {item.value.metadata?.source}): {concatContent(item.value)}
-
- -
- ); - } - - return null; - })} -
- ); -} diff --git a/libs/sdk-js/src/react/index.ts b/libs/sdk-js/src/react/index.ts deleted file mode 100644 index 97a58f3d1..000000000 --- a/libs/sdk-js/src/react/index.ts +++ /dev/null @@ -1 +0,0 @@ -export { useStream, type MessageMetadata } from "./stream.js"; diff --git a/libs/sdk-js/src/react/stream.tsx b/libs/sdk-js/src/react/stream.tsx deleted file mode 100644 index 72c25bbe4..000000000 --- a/libs/sdk-js/src/react/stream.tsx +++ /dev/null @@ -1,925 +0,0 @@ -/* __LC_ALLOW_ENTRYPOINT_SIDE_EFFECTS__ */ -"use client"; - -import { Client, type ClientConfig } from "../client.js"; -import type { - Command, - DisconnectMode, - MultitaskStrategy, - OnCompletionBehavior, -} from "../types.js"; -import type { Message } from "../types.messages.js"; -import type { - Checkpoint, - Config, - Interrupt, - Metadata, - ThreadState, -} from "../schema.js"; -import type { - CustomStreamEvent, - DebugStreamEvent, - ErrorStreamEvent, - EventsStreamEvent, - FeedbackStreamEvent, - MessagesStreamEvent, - MessagesTupleStreamEvent, - MetadataStreamEvent, - StreamMode, - UpdatesStreamEvent, - ValuesStreamEvent, -} from "../types.stream.js"; - -import { - type MutableRefObject, - useCallback, - useEffect, - useMemo, - useRef, - useState, -} from "react"; -import { - type BaseMessageChunk, - type BaseMessage, - coerceMessageLikeToMessage, - convertToChunk, - isBaseMessageChunk, -} from "@langchain/core/messages"; - -class StreamError extends Error { - constructor(data: { error?: string; name?: string; message: string }) { - super(data.message); - this.name = data.name ?? data.error ?? "StreamError"; - } - - static isStructuredError(error: unknown): error is { - error?: string; - name?: string; - message: string; - } { - return typeof error === "object" && error != null && "message" in error; - } -} - -function tryConvertToChunk(message: BaseMessage): BaseMessageChunk | null { - try { - return convertToChunk(message); - } catch { - return null; - } -} - -class MessageTupleManager { - chunks: Record< - string, - { chunk?: BaseMessageChunk | BaseMessage; index?: number } - > = {}; - - constructor() { - this.chunks = {}; - } - - add(serialized: Message): string | null { - // TODO: this is sometimes sent from the API - // figure out how to prevent this or move this to LC.js - if (serialized.type.endsWith("MessageChunk")) { - serialized.type = serialized.type - .slice(0, -"MessageChunk".length) - .toLowerCase() as Message["type"]; - } - - const message = coerceMessageLikeToMessage(serialized); - const chunk = tryConvertToChunk(message); - - const id = (chunk ?? message).id; - if (!id) { - console.warn( - "No message ID found for chunk, ignoring in state", - serialized, - ); - return null; - } - - this.chunks[id] ??= {}; - if (chunk) { - const prev = this.chunks[id].chunk; - this.chunks[id].chunk = - (isBaseMessageChunk(prev) ? prev : null)?.concat(chunk) ?? chunk; - } else { - this.chunks[id].chunk = message; - } - - return id; - } - - clear() { - this.chunks = {}; - } - - get(id: string, defaultIndex: number) { - if (this.chunks[id] == null) return null; - this.chunks[id].index ??= defaultIndex; - - return this.chunks[id]; - } -} - -const toMessageDict = (chunk: BaseMessage): Message => { - const { type, data } = chunk.toDict(); - return { ...data, type } as Message; -}; - -function unique(array: T[]) { - return [...new Set(array)] as T[]; -} - -function findLastIndex(array: T[], predicate: (item: T) => boolean) { - for (let i = array.length - 1; i >= 0; i--) { - if (predicate(array[i])) return i; - } - return -1; -} - -interface Node { - type: "node"; - value: ThreadState; - path: string[]; -} - -interface Fork { - type: "fork"; - items: Array>; -} - -interface Sequence { - type: "sequence"; - items: Array | Fork>; -} - -interface ValidFork { - type: "fork"; - items: Array>; -} - -interface ValidSequence { - type: "sequence"; - items: [Node, ...(Node | ValidFork)[]]; -} - -export type MessageMetadata> = { - /** - * The ID of the message used. - */ - messageId: string; - - /** - * The first thread state the message was seen in. - */ - firstSeenState: ThreadState | undefined; - - /** - * The branch of the message. - */ - branch: string | undefined; - - /** - * The list of branches this message is part of. - * This is useful for displaying branching controls. - */ - branchOptions: string[] | undefined; -}; - -function getBranchSequence>( - history: ThreadState[], -) { - const childrenMap: Record[]> = {}; - - // First pass - collect nodes for each checkpoint - history.forEach((state) => { - const checkpointId = state.parent_checkpoint?.checkpoint_id ?? "$"; - childrenMap[checkpointId] ??= []; - childrenMap[checkpointId].push(state); - }); - - // Second pass - create a tree of sequences - type Task = { id: string; sequence: Sequence; path: string[] }; - const rootSequence: Sequence = { type: "sequence", items: [] }; - const queue: Task[] = [{ id: "$", sequence: rootSequence, path: [] }]; - - const paths: string[][] = []; - - const visited = new Set(); - while (queue.length > 0) { - const task = queue.shift()!; - if (visited.has(task.id)) continue; - visited.add(task.id); - - const children = childrenMap[task.id]; - if (children == null || children.length === 0) continue; - - // If we've encountered a fork (2+ children), push the fork - // to the sequence and add a new sequence for each child - let fork: Fork | undefined; - if (children.length > 1) { - fork = { type: "fork", items: [] }; - task.sequence.items.push(fork); - } - - for (const value of children) { - const id = value.checkpoint.checkpoint_id!; - - let sequence = task.sequence; - let path = task.path; - if (fork != null) { - sequence = { type: "sequence", items: [] }; - fork.items.unshift(sequence); - - path = path.slice(); - path.push(id); - paths.push(path); - } - - sequence.items.push({ type: "node", value, path }); - queue.push({ id, sequence, path }); - } - } - - return { rootSequence, paths }; -} - -const PATH_SEP = ">"; -const ROOT_ID = "$"; - -// Get flat view -function getBranchView>( - sequence: Sequence, - paths: string[][], - branch: string, -) { - const path = branch.split(PATH_SEP); - const pathMap: Record = {}; - - for (const path of paths) { - const parent = path.at(-2) ?? ROOT_ID; - pathMap[parent] ??= []; - pathMap[parent].unshift(path); - } - - const history: ThreadState[] = []; - const branchByCheckpoint: Record< - string, - { branch: string | undefined; branchOptions: string[] | undefined } - > = {}; - - const forkStack = path.slice(); - const queue: (Node | Fork)[] = [...sequence.items]; - - while (queue.length > 0) { - const item = queue.shift()!; - - if (item.type === "node") { - history.push(item.value); - branchByCheckpoint[item.value.checkpoint.checkpoint_id!] = { - branch: item.path.join(PATH_SEP), - branchOptions: (item.path.length > 0 - ? pathMap[item.path.at(-2) ?? ROOT_ID] ?? [] - : [] - ).map((p) => p.join(PATH_SEP)), - }; - } - if (item.type === "fork") { - const forkId = forkStack.shift(); - const index = - forkId != null - ? item.items.findIndex((value) => { - const firstItem = value.items.at(0); - if (!firstItem || firstItem.type !== "node") return false; - return firstItem.value.checkpoint.checkpoint_id === forkId; - }) - : -1; - - const nextItems = item.items.at(index)?.items ?? []; - queue.push(...nextItems); - } - } - - return { history, branchByCheckpoint }; -} - -function fetchHistory>( - client: Client, - threadId: string, -) { - return client.threads.getHistory(threadId, { limit: 1000 }); -} - -function useThreadHistory>( - threadId: string | undefined | null, - client: Client, - clearCallbackRef: MutableRefObject<(() => void) | undefined>, - submittingRef: MutableRefObject, -) { - const [history, setHistory] = useState[]>([]); - - const fetcher = useCallback( - ( - threadId: string | undefined | null, - ): Promise[]> => { - if (threadId != null) { - return fetchHistory(client, threadId).then((history) => { - setHistory(history); - return history; - }); - } - - setHistory([]); - clearCallbackRef.current?.(); - return Promise.resolve([]); - }, - [], - ); - - useEffect(() => { - if (submittingRef.current) return; - fetcher(threadId); - }, [fetcher, submittingRef, threadId]); - - return { - data: history, - mutate: (mutateId?: string) => fetcher(mutateId ?? threadId), - }; -} - -const useControllableThreadId = (options?: { - threadId?: string | null; - onThreadId?: (threadId: string) => void; -}): [string | null, (threadId: string) => void] => { - const [localThreadId, _setLocalThreadId] = useState( - options?.threadId ?? null, - ); - - const onThreadIdRef = useRef(options?.onThreadId); - onThreadIdRef.current = options?.onThreadId; - - const onThreadId = useCallback((threadId: string) => { - _setLocalThreadId(threadId); - onThreadIdRef.current?.(threadId); - }, []); - - if (typeof options?.threadId === "undefined") { - return [localThreadId, onThreadId]; - } - - return [options.threadId, onThreadId]; -}; - -type BagTemplate = { - ConfigurableType?: Record; - InterruptType?: unknown; - CustomEventType?: unknown; - UpdateType?: unknown; -}; - -type GetUpdateType< - Bag extends BagTemplate, - StateType extends Record, -> = Bag extends { UpdateType: unknown } - ? Bag["UpdateType"] - : Partial; - -type GetConfigurableType = Bag extends { - ConfigurableType: Record; -} - ? Bag["ConfigurableType"] - : Record; - -type GetInterruptType = Bag extends { - InterruptType: unknown; -} - ? Bag["InterruptType"] - : unknown; - -type GetCustomEventType = Bag extends { - CustomEventType: unknown; -} - ? Bag["CustomEventType"] - : unknown; - -interface UseStreamOptions< - StateType extends Record = Record, - Bag extends BagTemplate = BagTemplate, -> { - /** - * The ID of the assistant to use. - */ - assistantId: string; - - /** - * The URL of the API to use. - */ - apiUrl: ClientConfig["apiUrl"]; - - /** - * The API key to use. - */ - apiKey?: ClientConfig["apiKey"]; - - /** - * Specify the key within the state that contains messages. - * Defaults to "messages". - * - * @default "messages" - */ - messagesKey?: string; - - /** - * Callback that is called when an error occurs. - */ - onError?: (error: unknown) => void; - - /** - * Callback that is called when the stream is finished. - */ - onFinish?: (state: ThreadState) => void; - - /** - * Callback that is called when an update event is received. - */ - onUpdateEvent?: ( - data: UpdatesStreamEvent>["data"], - ) => void; - - /** - * Callback that is called when a custom event is received. - */ - onCustomEvent?: ( - data: CustomStreamEvent>["data"], - ) => void; - - /** - * Callback that is called when a metadata event is received. - */ - onMetadataEvent?: (data: MetadataStreamEvent["data"]) => void; - - /** - * The ID of the thread to fetch history and current values from. - */ - threadId?: string | null; - - /** - * Callback that is called when the thread ID is updated (ie when a new thread is created). - */ - onThreadId?: (threadId: string) => void; -} - -interface UseStream< - StateType extends Record = Record, - Bag extends BagTemplate = BagTemplate, -> { - /** - * The current values of the thread. - */ - values: StateType; - - /** - * Last seen error from the thread or during streaming. - */ - error: unknown; - - /** - * Whether the stream is currently running. - */ - isLoading: boolean; - - /** - * Stops the stream. - */ - stop: () => void; - - /** - * Create and stream a run to the thread. - */ - submit: ( - values: GetUpdateType | null | undefined, - options?: SubmitOptions>, - ) => void; - - /** - * The current branch of the thread. - */ - branch: string; - - /** - * Set the branch of the thread. - */ - setBranch: (branch: string) => void; - - /** - * Flattened history of thread states of a thread. - */ - history: ThreadState[]; - - /** - * Tree of all branches for the thread. - * @experimental - */ - experimental_branchTree: Sequence; - - /** - * Get the interrupt value for the stream if interrupted. - */ - interrupt: Interrupt> | undefined; - - /** - * Messages inferred from the thread. - * Will automatically update with incoming message chunks. - */ - messages: Message[]; - - /** - * Get the metadata for a message, such as first thread state the message - * was seen in and branch information. - - * @param message - The message to get the metadata for. - * @param index - The index of the message in the thread. - * @returns The metadata for the message. - */ - getMessagesMetadata: ( - message: Message, - index?: number, - ) => MessageMetadata | undefined; -} - -type ConfigWithConfigurable> = - Config & { configurable?: ConfigurableType }; - -interface SubmitOptions< - StateType extends Record = Record, - ConfigurableType extends Record = Record, -> { - config?: ConfigWithConfigurable; - checkpoint?: Omit | null; - command?: Command; - interruptBefore?: "*" | string[]; - interruptAfter?: "*" | string[]; - metadata?: Metadata; - multitaskStrategy?: MultitaskStrategy; - onCompletion?: OnCompletionBehavior; - onDisconnect?: DisconnectMode; - feedbackKeys?: string[]; - streamMode?: Array; - optimisticValues?: - | Partial - | ((prev: StateType) => Partial); -} - -export function useStream< - StateType extends Record = Record, - Bag extends { - ConfigurableType?: Record; - InterruptType?: unknown; - CustomEventType?: unknown; - UpdateType?: unknown; - } = BagTemplate, ->(options: UseStreamOptions): UseStream { - type UpdateType = GetUpdateType; - type CustomType = GetCustomEventType; - type InterruptType = GetInterruptType; - type ConfigurableType = GetConfigurableType; - - type EventStreamEvent = - | ValuesStreamEvent - | UpdatesStreamEvent - | CustomStreamEvent - | DebugStreamEvent - | MessagesStreamEvent - | MessagesTupleStreamEvent - | EventsStreamEvent - | MetadataStreamEvent - | ErrorStreamEvent - | FeedbackStreamEvent; - - let { assistantId, messagesKey, onError, onFinish } = options; - messagesKey ??= "messages"; - - const client = useMemo( - () => new Client({ apiUrl: options.apiUrl, apiKey: options.apiKey }), - [options.apiKey, options.apiUrl], - ); - const [threadId, onThreadId] = useControllableThreadId(options); - - const [branch, setBranch] = useState(""); - const [isLoading, setIsLoading] = useState(false); - - const [streamError, setStreamError] = useState(undefined); - const [streamValues, setStreamValues] = useState(null); - - const messageManagerRef = useRef(new MessageTupleManager()); - const submittingRef = useRef(false); - const abortRef = useRef(null); - - const trackStreamModeRef = useRef< - Array<"values" | "updates" | "events" | "custom" | "messages-tuple"> - >([]); - - const trackStreamMode = useCallback( - (mode: Exclude) => { - if (!trackStreamModeRef.current.includes(mode)) - trackStreamModeRef.current.push(mode); - }, - [], - ); - - const hasUpdateListener = options.onUpdateEvent != null; - const hasCustomListener = options.onCustomEvent != null; - - const callbackStreamMode = useMemo(() => { - const modes: Exclude[] = []; - if (hasUpdateListener) modes.push("updates"); - if (hasCustomListener) modes.push("custom"); - return modes; - }, [hasUpdateListener, hasCustomListener]); - - const clearCallbackRef = useRef<() => void>(null!); - clearCallbackRef.current = () => { - setStreamError(undefined); - setStreamValues(null); - }; - - // TODO: this should be done on the server to avoid pagination - // TODO: should we permit adapter? SWR / React Query? - const history = useThreadHistory( - threadId, - client, - clearCallbackRef, - submittingRef, - ); - - const getMessages = useMemo(() => { - return (value: StateType) => - Array.isArray(value[messagesKey]) - ? (value[messagesKey] as Message[]) - : []; - }, [messagesKey]); - - const { rootSequence, paths } = getBranchSequence(history.data); - const { history: flatHistory, branchByCheckpoint } = getBranchView( - rootSequence, - paths, - branch, - ); - - const threadHead: ThreadState | undefined = flatHistory.at(-1); - const historyValues = threadHead?.values ?? ({} as StateType); - const historyError = (() => { - const error = threadHead?.tasks?.at(-1)?.error; - if (error == null) return undefined; - try { - const parsed = JSON.parse(error) as unknown; - if (StreamError.isStructuredError(parsed)) { - return new StreamError(parsed); - } - - return parsed; - } catch { - // do nothing - } - return error; - })(); - - const messageMetadata = (() => { - const alreadyShown = new Set(); - return getMessages(historyValues).map( - (message, idx): MessageMetadata => { - const messageId = message.id ?? idx; - const firstSeenIdx = findLastIndex(history.data, (state) => - getMessages(state.values) - .map((m, idx) => m.id ?? idx) - .includes(messageId), - ); - - const firstSeen = history.data[firstSeenIdx] as - | ThreadState - | undefined; - - let branch = firstSeen - ? branchByCheckpoint[firstSeen.checkpoint.checkpoint_id!] - : undefined; - - if (!branch?.branch?.length) branch = undefined; - - // serialize branches - const optionsShown = branch?.branchOptions?.flat(2).join(","); - if (optionsShown) { - if (alreadyShown.has(optionsShown)) branch = undefined; - alreadyShown.add(optionsShown); - } - - return { - messageId: messageId.toString(), - firstSeenState: firstSeen, - - branch: branch?.branch, - branchOptions: branch?.branchOptions, - }; - }, - ); - })(); - - const stop = useCallback(() => { - if (abortRef.current != null) abortRef.current.abort(); - abortRef.current = null; - }, []); - - const submit = async ( - values: UpdateType | null | undefined, - submitOptions?: SubmitOptions, - ) => { - try { - setIsLoading(true); - setStreamError(undefined); - - submittingRef.current = true; - abortRef.current = new AbortController(); - - let usableThreadId = threadId; - if (!usableThreadId) { - const thread = await client.threads.create(); - onThreadId(thread.thread_id); - usableThreadId = thread.thread_id; - } - - const streamMode = unique([ - ...(submitOptions?.streamMode ?? []), - ...trackStreamModeRef.current, - ...callbackStreamMode, - ]); - - const checkpoint = - submitOptions?.checkpoint ?? threadHead?.checkpoint ?? undefined; - // @ts-expect-error - if (checkpoint != null) delete checkpoint.thread_id; - - const run = (await client.runs.stream(usableThreadId, assistantId, { - input: values as Record, - config: submitOptions?.config, - command: submitOptions?.command, - - interruptBefore: submitOptions?.interruptBefore, - interruptAfter: submitOptions?.interruptAfter, - metadata: submitOptions?.metadata, - multitaskStrategy: submitOptions?.multitaskStrategy, - onCompletion: submitOptions?.onCompletion, - onDisconnect: submitOptions?.onDisconnect ?? "cancel", - - signal: abortRef.current.signal, - - checkpoint, - streamMode, - })) as AsyncGenerator; - - // Unbranch things - const newPath = submitOptions?.checkpoint?.checkpoint_id - ? branchByCheckpoint[submitOptions?.checkpoint?.checkpoint_id]?.branch - : undefined; - - if (newPath != null) setBranch(newPath ?? ""); - - // Assumption: we're setting the initial value - // Used for instant feedback - setStreamValues(() => { - const values = { ...historyValues }; - - if (submitOptions?.optimisticValues != null) { - return { - ...values, - ...(typeof submitOptions.optimisticValues === "function" - ? submitOptions.optimisticValues(values) - : submitOptions.optimisticValues), - }; - } - - return values; - }); - - let streamError: StreamError | undefined; - for await (const { event, data } of run) { - if (event === "error") { - streamError = new StreamError(data); - break; - } - - if (event === "updates") options.onUpdateEvent?.(data); - if (event === "custom") options.onCustomEvent?.(data); - if (event === "metadata") options.onMetadataEvent?.(data); - - if (event === "values") setStreamValues(data); - if (event === "messages") { - const [serialized] = data; - - const messageId = messageManagerRef.current.add(serialized); - if (!messageId) { - console.warn( - "Failed to add message to manager, no message ID found", - ); - continue; - } - - setStreamValues((streamValues) => { - const values = { ...historyValues, ...streamValues }; - - // Assumption: we're concatenating the message - const messages = getMessages(values).slice(); - const { chunk, index } = - messageManagerRef.current.get(messageId, messages.length) ?? {}; - - if (!chunk || index == null) return values; - messages[index] = toMessageDict(chunk); - - return { ...values, [messagesKey!]: messages }; - }); - } - } - - // TODO: stream created checkpoints to avoid an unnecessary network request - const result = await history.mutate(usableThreadId); - setStreamValues(null); - - if (streamError != null) throw streamError; - - const lastHead = result.at(0); - if (lastHead) onFinish?.(lastHead); - } catch (error) { - if ( - !( - error instanceof Error && - (error.name === "AbortError" || error.name === "TimeoutError") - ) - ) { - console.error(error); - setStreamError(error); - onError?.(error); - } - } finally { - setIsLoading(false); - - // Assumption: messages are already handled, we can clear the manager - messageManagerRef.current.clear(); - submittingRef.current = false; - abortRef.current = null; - } - }; - - const error = streamError ?? historyError; - const values = streamValues ?? historyValues; - - return { - get values() { - trackStreamMode("values"); - return values; - }, - - error, - isLoading, - - stop, - submit, - - branch, - setBranch, - - history: flatHistory, - experimental_branchTree: rootSequence, - - get interrupt() { - // Don't show the interrupt if the stream is loading - if (isLoading) return undefined; - - const interrupts = threadHead?.tasks?.at(-1)?.interrupts; - if (interrupts == null || interrupts.length === 0) { - // check if there's a next task present - const next = threadHead?.next ?? []; - if (!next.length || error != null) return undefined; - return { when: "breakpoint" }; - } - - // Return only the current interrupt - return interrupts.at(-1) as Interrupt | undefined; - }, - - get messages() { - trackStreamMode("messages-tuple"); - return getMessages(values); - }, - - getMessagesMetadata( - message: Message, - index?: number, - ): MessageMetadata | undefined { - trackStreamMode("messages-tuple"); - return messageMetadata?.find( - (m) => m.messageId === (message.id ?? index), - ); - }, - }; -} diff --git a/libs/sdk-js/src/schema.ts b/libs/sdk-js/src/schema.ts deleted file mode 100644 index 84596c82c..000000000 --- a/libs/sdk-js/src/schema.ts +++ /dev/null @@ -1,300 +0,0 @@ -import type { JSONSchema7 } from "json-schema"; - -type Optional = T | null | undefined; - -export type RunStatus = - | "pending" - | "running" - | "error" - | "success" - | "timeout" - | "interrupted"; - -export type ThreadStatus = "idle" | "busy" | "interrupted" | "error"; - -type MultitaskStrategy = "reject" | "interrupt" | "rollback" | "enqueue"; - -export type CancelAction = "interrupt" | "rollback"; - -export type Config = { - /** - * Tags for this call and any sub-calls (eg. a Chain calling an LLM). - * You can use these to filter calls. - */ - tags?: string[]; - - /** - * Maximum number of times a call can recurse. - * If not provided, defaults to 25. - */ - recursion_limit?: number; - - /** - * Runtime values for attributes previously made configurable on this Runnable. - */ - configurable?: { - /** - * ID of the thread - */ - thread_id?: Optional; - - /** - * Timestamp of the state checkpoint - */ - checkpoint_id?: Optional; - - [key: string]: unknown; - }; -}; - -export interface GraphSchema { - /** - * The ID of the graph. - */ - graph_id: string; - - /** - * The schema for the input state. - * Missing if unable to generate JSON schema from graph. - */ - input_schema?: JSONSchema7; - - /** - * The schema for the output state. - * Missing if unable to generate JSON schema from graph. - */ - output_schema?: JSONSchema7; - - /** - * The schema for the graph state. - * Missing if unable to generate JSON schema from graph. - */ - state_schema?: JSONSchema7; - - /** - * The schema for the graph config. - * Missing if unable to generate JSON schema from graph. - */ - config_schema?: JSONSchema7; -} - -export type Subgraphs = Record; - -export type Metadata = Optional<{ - source?: "input" | "loop" | "update" | (string & {}); - - step?: number; - - writes?: Record | null; - - parents?: Record; - - [key: string]: unknown; -}>; - -export interface AssistantBase { - /** The ID of the assistant. */ - assistant_id: string; - - /** The ID of the graph. */ - graph_id: string; - - /** The assistant config. */ - config: Config; - - /** The time the assistant was created. */ - created_at: string; - - /** The assistant metadata. */ - metadata: Metadata; - - /** The version of the assistant. */ - version: number; -} - -export interface AssistantVersion extends AssistantBase {} - -export interface Assistant extends AssistantBase { - /** The last time the assistant was updated. */ - updated_at: string; - - /** The name of the assistant */ - name: string; -} - -export interface AssistantGraph { - nodes: Array<{ - id: string | number; - name?: string; - // eslint-disable-next-line @typescript-eslint/no-explicit-any - data?: Record | string; - metadata?: unknown; - }>; - edges: Array<{ - source: string; - target: string; - data?: string; - conditional?: boolean; - }>; -} - -/** - * An interrupt thrown inside a thread. - */ -export interface Interrupt { - value?: TValue; - when: "during" | (string & {}); - resumable?: boolean; - ns?: string[]; -} - -export interface Thread { - /** The ID of the thread. */ - thread_id: string; - - /** The time the thread was created. */ - created_at: string; - - /** The last time the thread was updated. */ - updated_at: string; - - /** The thread metadata. */ - metadata: Metadata; - - /** The status of the thread */ - status: ThreadStatus; - - /** The current state of the thread. */ - values: ValuesType; - - /** Interrupts which were thrown in this thread */ - interrupts: Record>; -} - -export interface Cron { - /** The ID of the cron */ - cron_id: string; - - /** The ID of the thread */ - thread_id: Optional; - - /** The end date to stop running the cron. */ - end_time: Optional; - - /** The schedule to run, cron format. */ - schedule: string; - - /** The time the cron was created. */ - created_at: string; - - /** The last time the cron was updated. */ - updated_at: string; - - /** The run payload to use for creating new run. */ - payload: Record; -} - -export type DefaultValues = Record[] | Record; - -export interface ThreadState { - /** The state values */ - values: ValuesType; - - /** The next nodes to execute. If empty, the thread is done until new input is received */ - next: string[]; - - /** Checkpoint of the thread state */ - checkpoint: Checkpoint; - - /** Metadata for this state */ - metadata: Metadata; - - /** Time of state creation */ - created_at: Optional; - - /** The parent checkpoint. If missing, this is the root checkpoint */ - parent_checkpoint: Optional; - - /** Tasks to execute in this step. If already attempted, may contain an error */ - tasks: Array; -} - -export interface ThreadTask { - id: string; - name: string; - result?: unknown; - error: Optional; - interrupts: Array; - checkpoint: Optional; - state: Optional; -} - -export interface Run { - /** The ID of the run */ - run_id: string; - - /** The ID of the thread */ - thread_id: string; - - /** The assistant that wwas used for this run */ - assistant_id: string; - - /** The time the run was created */ - created_at: string; - - /** The last time the run was updated */ - updated_at: string; - - /** The status of the run. */ - status: RunStatus; - - /** Run metadata */ - metadata: Metadata; - - /** Strategy to handle concurrent runs on the same thread */ - multitask_strategy: Optional; -} - -export type Checkpoint = { - thread_id: string; - checkpoint_ns: string; - checkpoint_id: Optional; - checkpoint_map: Optional>; -}; - -export interface ListNamespaceResponse { - namespaces: string[][]; -} -export interface Item { - namespace: string[]; - key: string; - value: Record; - createdAt: string; - updatedAt: string; -} - -export interface SearchItem extends Item { - score?: number; -} -export interface SearchItemsResponse { - items: SearchItem[]; -} - -export interface CronCreateResponse { - cron_id: string; - assistant_id: string; - thread_id: string | undefined; - user_id: string; - payload: Record; - schedule: string; - next_run_date: string; - end_time: string | undefined; - created_at: string; - updated_at: string; - metadata: Metadata; -} - -export interface CronCreateForThreadResponse - extends Omit { - thread_id: string; -} diff --git a/libs/sdk-js/src/singletons/fetch.ts b/libs/sdk-js/src/singletons/fetch.ts deleted file mode 100644 index 8ed71b000..000000000 --- a/libs/sdk-js/src/singletons/fetch.ts +++ /dev/null @@ -1,29 +0,0 @@ -// Wrap the default fetch call due to issues with illegal invocations -// in some environments: -// https://stackoverflow.com/questions/69876859/why-does-bind-fix-failed-to-execute-fetch-on-window-illegal-invocation-err -// @ts-expect-error Broad typing to support a range of fetch implementations -const DEFAULT_FETCH_IMPLEMENTATION = (...args: any[]) => fetch(...args); - -const LANGSMITH_FETCH_IMPLEMENTATION_KEY = Symbol.for( - "lg:fetch_implementation", -); - -/** - * Overrides the fetch implementation used for LangSmith calls. - * You should use this if you need to use an implementation of fetch - * other than the default global (e.g. for dealing with proxies). - * @param fetch The new fetch function to use. - */ -export const overrideFetchImplementation = (fetch: (...args: any[]) => any) => { - (globalThis as any)[LANGSMITH_FETCH_IMPLEMENTATION_KEY] = fetch; -}; - -/** - * @internal - */ -export const _getFetchImplementation: () => (...args: any[]) => any = () => { - return ( - (globalThis as any)[LANGSMITH_FETCH_IMPLEMENTATION_KEY] ?? - DEFAULT_FETCH_IMPLEMENTATION - ); -}; diff --git a/libs/sdk-js/src/tests/fetch.test.ts b/libs/sdk-js/src/tests/fetch.test.ts deleted file mode 100644 index 9d30ae093..000000000 --- a/libs/sdk-js/src/tests/fetch.test.ts +++ /dev/null @@ -1,74 +0,0 @@ -/* eslint-disable no-process-env */ -/* eslint-disable @typescript-eslint/no-explicit-any */ -import { jest } from "@jest/globals"; -import { Client } from "../client.js"; -import { overrideFetchImplementation } from "../singletons/fetch.js"; - -describe.each([[""], ["mocked"]])("Client uses %s fetch", (description) => { - let globalFetchMock: jest.Mock; - let overriddenFetch: jest.Mock; - let expectedFetchMock: jest.Mock; - let unexpectedFetchMock: jest.Mock; - - beforeEach(() => { - globalFetchMock = jest.fn(() => - Promise.resolve({ - ok: true, - json: () => - Promise.resolve({ - batch_ingest_config: { - use_multipart_endpoint: true, - }, - }), - text: () => Promise.resolve(""), - }), - ); - overriddenFetch = jest.fn(() => - Promise.resolve({ - ok: true, - json: () => - Promise.resolve({ - batch_ingest_config: { - use_multipart_endpoint: true, - }, - }), - text: () => Promise.resolve(""), - }), - ); - expectedFetchMock = - description === "mocked" ? overriddenFetch : globalFetchMock; - unexpectedFetchMock = - description === "mocked" ? globalFetchMock : overriddenFetch; - - if (description === "mocked") { - overrideFetchImplementation(overriddenFetch); - } else { - overrideFetchImplementation(globalFetchMock); - } - // Mock global fetch - (globalThis as any).fetch = globalFetchMock; - }); - - afterEach(() => { - jest.restoreAllMocks(); - }); - - describe("createRuns", () => { - it("should create an example with the given input and generation", async () => { - const client = new Client({ apiKey: "test-api-key" }); - - const thread = await client.threads.create(); - expect(expectedFetchMock).toHaveBeenCalledTimes(1); - expect(unexpectedFetchMock).not.toHaveBeenCalled(); - - jest.clearAllMocks(); // Clear all mocks before the next operation - - // Then clear & run the function - await client.runs.create(thread.thread_id, "somegraph", { - input: { foo: "bar" }, - }); - expect(expectedFetchMock).toHaveBeenCalledTimes(1); - expect(unexpectedFetchMock).not.toHaveBeenCalled(); - }); - }); -}); diff --git a/libs/sdk-js/src/tests/sse.test.ts b/libs/sdk-js/src/tests/sse.test.ts deleted file mode 100644 index b4f7ca7d8..000000000 --- a/libs/sdk-js/src/tests/sse.test.ts +++ /dev/null @@ -1,182 +0,0 @@ -import { Readable } from "node:stream"; -import { IterableReadableStream } from "../utils/stream.js"; -import { BytesLineDecoder, SSEDecoder } from "../utils/sse.js"; - -const gather = async (stream: ReadableStream): Promise => { - const results: T[] = []; - const iterator = IterableReadableStream.fromReadableStream(stream); - for await (const chunk of iterator) results.push(chunk); - return results; -}; - -const textEncoder = new TextEncoder(); -const textDecoder = new TextDecoder(); - -describe("BytesLineDecoder", () => { - const createStream = (chunks: Uint8Array[]) => { - return Readable.toWeb(Readable.from(chunks)) as ReadableStream; - }; - - test("handles single line with newline", async () => { - const input = createStream([textEncoder.encode("hello\n")]); - const decoded = input.pipeThrough(new BytesLineDecoder()); - const results = await gather(decoded); - - expect(results.length).toBe(1); - expect(textDecoder.decode(results[0])).toBe("hello"); - }); - - test("handles multiple lines", async () => { - const input = createStream([textEncoder.encode("line1\nline2\nline3\n")]); - const decoded = input.pipeThrough(new BytesLineDecoder()); - const results = await gather(decoded); - - expect(results.length).toBe(3); - expect(textDecoder.decode(results[0])).toBe("line1"); - expect(textDecoder.decode(results[1])).toBe("line2"); - expect(textDecoder.decode(results[2])).toBe("line3"); - }); - - test("handles split chunks", async () => { - const input = createStream([ - textEncoder.encode("li"), - textEncoder.encode("ne1\nli"), - textEncoder.encode("ne2\n"), - ]); - const decoded = input.pipeThrough(new BytesLineDecoder()); - const results = await gather(decoded); - - expect(results.length).toBe(2); - expect(textDecoder.decode(results[0])).toBe("line1"); - expect(textDecoder.decode(results[1])).toBe("line2"); - }); - - test("handles CR LF line endings", async () => { - const input = createStream([textEncoder.encode("line1\r\nline2\r\n")]); - const decoded = input.pipeThrough(new BytesLineDecoder()); - const results = await gather(decoded); - - expect(results.length).toBe(2); - expect(textDecoder.decode(results[0])).toBe("line1"); - expect(textDecoder.decode(results[1])).toBe("line2"); - }); - - test("handles split CR LF", async () => { - const input = createStream([ - textEncoder.encode("line1\r"), - textEncoder.encode("\nline2\r\n"), - ]); - const decoded = input.pipeThrough(new BytesLineDecoder()); - const results = await gather(decoded); - - expect(results.length).toBe(2); - expect(textDecoder.decode(results[0])).toBe("line1"); - expect(textDecoder.decode(results[1])).toBe("line2"); - }); - - test("handles stale line", async () => { - const input = createStream([textEncoder.encode("hello")]); - const decoded = input.pipeThrough(new BytesLineDecoder()); - const results = await gather(decoded); - - expect(results.length).toBe(1); - expect(textDecoder.decode(results[0])).toBe("hello"); - }); -}); - -describe("SSEDecoder", () => { - const createStream = (lines: string[]) => { - return Readable.toWeb( - Readable.from(lines.map((line) => textEncoder.encode(line))), - ) as ReadableStream; - }; - - test("decodes simple event", async () => { - const input = createStream([ - "event: test\n", - 'data: {"message": "hello"}\n', - "\n", - ]); - const decoded = input - .pipeThrough(new BytesLineDecoder()) - .pipeThrough(new SSEDecoder()); - - const results = await gather(decoded); - expect(results.length).toBe(1); - expect(results[0]).toEqual({ - event: "test", - data: { message: "hello" }, - }); - }); - - test("ignores comments", async () => { - const input = createStream([ - ": this is a comment\n", - "event: test\n", - 'data: {"message": "hello"}\n', - ]); - const decoded = input - .pipeThrough(new BytesLineDecoder()) - .pipeThrough(new SSEDecoder()); - - const results = await gather(decoded); - expect(results.length).toBe(1); - expect(results[0]).toEqual({ - event: "test", - data: { message: "hello" }, - }); - }); - - test("handles multiple events", async () => { - const input = createStream([ - "event: test1\n", - 'data: {"message": "hello"}\n', - "\n", - "event: test2\n", - 'data: {"message": "world"}\n', - "\n", - ]); - const decoded = input - .pipeThrough(new BytesLineDecoder()) - .pipeThrough(new SSEDecoder()); - - const results = await gather(decoded); - expect(results.length).toBe(2); - expect(results[0]).toEqual({ - event: "test1", - data: { message: "hello" }, - }); - expect(results[1]).toEqual({ - event: "test2", - data: { message: "world" }, - }); - }); - - test("end event without data", async () => { - const input = createStream(["event: test\n"]); - const decoded = input - .pipeThrough(new BytesLineDecoder()) - .pipeThrough(new SSEDecoder()); - - const results = await gather(decoded); - expect(results.length).toBe(1); - expect(results[0]).toEqual({ - event: "test", - data: null, - }); - }); - - test("end event without newline", async () => { - const input = createStream(["event: end"]); - const decoded = input - .pipeThrough(new BytesLineDecoder()) - .pipeThrough(new SSEDecoder()); - - const results = await gather(decoded); - expect(results.length).toBe(1); - expect(results[0]).toEqual({ - event: "end", - data: null, - }); - }); -}); diff --git a/libs/sdk-js/src/types.messages.ts b/libs/sdk-js/src/types.messages.ts deleted file mode 100644 index a2eb34a9a..000000000 --- a/libs/sdk-js/src/types.messages.ts +++ /dev/null @@ -1,99 +0,0 @@ -type ImageDetail = "auto" | "low" | "high"; -type MessageContentImageUrl = { - type: "image_url"; - image_url: string | { url: string; detail?: ImageDetail | undefined }; -}; - -type MessageContentText = { type: "text"; text: string }; -type MessageContentComplex = MessageContentText | MessageContentImageUrl; -type MessageContent = string | MessageContentComplex[]; - -/** - * Model-specific additional kwargs, which is passed back to the underlying LLM. - */ -type MessageAdditionalKwargs = Record; - -export type HumanMessage = { - type: "human"; - id?: string | undefined; - content: MessageContent; -}; - -export type AIMessage = { - type: "ai"; - id?: string | undefined; - content: MessageContent; - tool_calls?: - | { - name: string; - args: { [x: string]: { [x: string]: any } }; - id?: string | undefined; - type?: "tool_call" | undefined; - }[] - | undefined; - invalid_tool_calls?: - | { - name?: string | undefined; - args?: string | undefined; - id?: string | undefined; - error?: string | undefined; - type?: "invalid_tool_call" | undefined; - }[] - | undefined; - usage_metadata?: - | { - input_tokens: number; - output_tokens: number; - total_tokens: number; - input_token_details?: - | { - audio?: number | undefined; - cache_read?: number | undefined; - cache_creation?: number | undefined; - } - | undefined; - output_token_details?: - | { audio?: number | undefined; reasoning?: number | undefined } - | undefined; - } - | undefined; - additional_kwargs?: MessageAdditionalKwargs | undefined; - response_metadata?: Record | undefined; -}; - -export type ToolMessage = { - type: "tool"; - name?: string | undefined; - id?: string | undefined; - content: MessageContent; - status?: "error" | "success" | undefined; - tool_call_id: string; - additional_kwargs?: MessageAdditionalKwargs | undefined; - response_metadata?: Record | undefined; -}; - -export type SystemMessage = { - type: "system"; - id?: string | undefined; - content: MessageContent; -}; - -export type FunctionMessage = { - type: "function"; - id?: string | undefined; - content: MessageContent; -}; - -export type RemoveMessage = { - type: "remove"; - id: string; - content: MessageContent; -}; - -export type Message = - | HumanMessage - | AIMessage - | ToolMessage - | SystemMessage - | FunctionMessage - | RemoveMessage; diff --git a/libs/sdk-js/src/types.stream.ts b/libs/sdk-js/src/types.stream.ts deleted file mode 100644 index 441745aec..000000000 --- a/libs/sdk-js/src/types.stream.ts +++ /dev/null @@ -1,204 +0,0 @@ -import type { Message } from "./types.messages.js"; - -/** - * Stream modes - * - "values": Stream only the state values. - * - "messages": Stream complete messages. - * - "messages-tuple": Stream (message chunk, metadata) tuples. - * - "updates": Stream updates to the state. - * - "events": Stream events occurring during execution. - * - "debug": Stream detailed debug information. - * - "custom": Stream custom events. - */ -export type StreamMode = - | "values" - | "messages" - | "updates" - | "events" - | "debug" - | "custom" - | "messages-tuple"; - -type MessageTupleMetadata = { - tags: string[]; - [key: string]: unknown; -}; - -type AsSubgraph = { - event: TEvent["event"] | `${TEvent["event"]}|${string}`; - data: TEvent["data"]; -}; - -/** - * Stream event with values after completion of each step. - */ -export type ValuesStreamEvent = { event: "values"; data: StateType }; - -/** @internal */ -export type SubgraphValuesStreamEvent = AsSubgraph< - ValuesStreamEvent ->; - -/** - * Stream event with message chunks coming from LLM invocations inside nodes. - */ -export type MessagesTupleStreamEvent = { - event: "messages"; - // TODO: add types for message and config, which do not depend on LangChain - // while making sure it's easy to keep them in sync. - data: [message: Message, config: MessageTupleMetadata]; -}; - -/** @internal */ -export type SubgraphMessagesTupleStreamEvent = - AsSubgraph; - -/** - * Metadata stream event with information about the run and thread - */ -export type MetadataStreamEvent = { - event: "metadata"; - data: { run_id: string; thread_id: string }; -}; - -/** - * Stream event with error information. - */ -export type ErrorStreamEvent = { - event: "error"; - data: { error: string; message: string }; -}; - -/** @internal */ -export type SubgraphErrorStreamEvent = AsSubgraph; - -/** - * Stream event with updates to the state after each step. - * The streamed outputs include the name of the node that - * produced the update as well as the update. - */ -export type UpdatesStreamEvent = { - event: "updates"; - data: { [node: string]: UpdateType }; -}; - -/** @internal */ -export type SubgraphUpdatesStreamEvent = AsSubgraph< - UpdatesStreamEvent ->; - -/** - * Streaming custom data from inside the nodes. - */ -export type CustomStreamEvent = { event: "custom"; data: T }; - -/** @internal */ -export type SubgraphCustomStreamEvent = AsSubgraph>; - -type MessagesMetadataStreamEvent = { - event: "messages/metadata"; - data: { [messageId: string]: { metadata: unknown } }; -}; -type MessagesCompleteStreamEvent = { - event: "messages/complete"; - data: Message[]; -}; -type MessagesPartialStreamEvent = { - event: "messages/partial"; - data: Message[]; -}; - -/** - * Message stream event specific to LangGraph Server. - * @deprecated Use `streamMode: "messages-tuple"` instead. - */ -export type MessagesStreamEvent = - | MessagesMetadataStreamEvent - | MessagesCompleteStreamEvent - | MessagesPartialStreamEvent; - -/** @internal */ -export type SubgraphMessagesStreamEvent = - | AsSubgraph - | AsSubgraph - | AsSubgraph; - -/** - * Stream event with detailed debug information. - */ -export type DebugStreamEvent = { event: "debug"; data: unknown }; - -/** @internal */ -export type SubgraphDebugStreamEvent = AsSubgraph; - -/** - * Stream event with events occurring during execution. - */ -export type EventsStreamEvent = { event: "events"; data: unknown }; - -/** @internal */ -export type SubgraphEventsStreamEvent = AsSubgraph; - -/** - * Stream event with a feedback key to signed URL map. Set `feedbackKeys` in - * the `RunsStreamPayload` to receive this event. - */ -export type FeedbackStreamEvent = { - event: "feedback"; - data: { [feedbackKey: string]: string }; -}; - -type GetStreamModeMap< - TStreamMode extends StreamMode | StreamMode[], - TStateType = unknown, - TUpdateType = TStateType, - TCustomType = unknown, -> = - | { - values: ValuesStreamEvent; - updates: UpdatesStreamEvent; - custom: CustomStreamEvent; - debug: DebugStreamEvent; - messages: MessagesStreamEvent; - "messages-tuple": MessagesTupleStreamEvent; - events: EventsStreamEvent; - }[TStreamMode extends StreamMode[] ? TStreamMode[number] : TStreamMode] - | ErrorStreamEvent - | MetadataStreamEvent - | FeedbackStreamEvent; - -type GetSubgraphsStreamModeMap< - TStreamMode extends StreamMode | StreamMode[], - TStateType = unknown, - TUpdateType = TStateType, - TCustomType = unknown, -> = - | { - values: SubgraphValuesStreamEvent; - updates: SubgraphUpdatesStreamEvent; - custom: SubgraphCustomStreamEvent; - debug: SubgraphDebugStreamEvent; - messages: SubgraphMessagesStreamEvent; - "messages-tuple": SubgraphMessagesTupleStreamEvent; - events: SubgraphEventsStreamEvent; - }[TStreamMode extends StreamMode[] ? TStreamMode[number] : TStreamMode] - | SubgraphErrorStreamEvent - | MetadataStreamEvent - | FeedbackStreamEvent; - -export type TypedAsyncGenerator< - TStreamMode extends StreamMode | StreamMode[] = [], - TSubgraphs extends boolean = false, - TStateType = unknown, - TUpdateType = TStateType, - TCustomType = unknown, -> = AsyncGenerator< - TSubgraphs extends true - ? GetSubgraphsStreamModeMap< - TStreamMode, - TStateType, - TUpdateType, - TCustomType - > - : GetStreamModeMap ->; diff --git a/libs/sdk-js/src/types.ts b/libs/sdk-js/src/types.ts deleted file mode 100644 index 6945e9eba..000000000 --- a/libs/sdk-js/src/types.ts +++ /dev/null @@ -1,180 +0,0 @@ -import { Checkpoint, Config, Metadata } from "./schema.js"; -import { StreamMode } from "./types.stream.js"; - -export type MultitaskStrategy = "reject" | "interrupt" | "rollback" | "enqueue"; -export type OnConflictBehavior = "raise" | "do_nothing"; -export type OnCompletionBehavior = "complete" | "continue"; -export type DisconnectMode = "cancel" | "continue"; -export type StreamEvent = - | "events" - | "metadata" - | "debug" - | "updates" - | "values" - | "messages/partial" - | "messages/metadata" - | "messages/complete" - | "messages" - | (string & {}); - -export interface Send { - node: string; - input: Record | null; -} - -export interface Command { - /** - * An object to update the thread state with. - */ - update?: Record | [string, unknown][] | null; - - /** - * The value to return from an `interrupt` function call. - */ - resume?: unknown; - - /** - * Determine the next node to navigate to. Can be one of the following: - * - Name(s) of the node names to navigate to next. - * - `Send` command(s) to execute node(s) with provided input. - */ - goto?: Send | Send[] | string | string[]; -} - -interface RunsInvokePayload { - /** - * Input to the run. Pass `null` to resume from the current state of the thread. - */ - input?: Record | null; - - /** - * Metadata for the run. - */ - metadata?: Metadata; - - /** - * Additional configuration for the run. - */ - config?: Config; - - /** - * Checkpoint ID for when creating a new run. - */ - checkpointId?: string; - - /** - * Checkpoint for when creating a new run. - */ - checkpoint?: Omit; - - /** - * Interrupt execution before entering these nodes. - */ - interruptBefore?: "*" | string[]; - - /** - * Interrupt execution after leaving these nodes. - */ - interruptAfter?: "*" | string[]; - - /** - * Strategy to handle concurrent runs on the same thread. Only relevant if - * there is a pending/inflight run on the same thread. One of: - * - "reject": Reject the new run. - * - "interrupt": Interrupt the current run, keeping steps completed until now, - and start a new one. - * - "rollback": Cancel and delete the existing run, rolling back the thread to - the state before it had started, then start the new run. - * - "enqueue": Queue up the new run to start after the current run finishes. - */ - multitaskStrategy?: MultitaskStrategy; - - /** - * Abort controller signal to cancel the run. - */ - signal?: AbortController["signal"]; - - /** - * Behavior to handle run completion. Only relevant if - * there is a pending/inflight run on the same thread. One of: - * - "complete": Complete the run. - * - "continue": Continue the run. - */ - onCompletion?: OnCompletionBehavior; - - /** - * Webhook to call when the run is complete. - */ - webhook?: string; - - /** - * Behavior to handle disconnection. Only relevant if - * there is a pending/inflight run on the same thread. One of: - * - "cancel": Cancel the run. - * - "continue": Continue the run. - */ - onDisconnect?: DisconnectMode; - - /** - * The number of seconds to wait before starting the run. - * Use to schedule future runs. - */ - afterSeconds?: number; - - /** - * Behavior if the specified run doesn't exist. Defaults to "reject". - */ - ifNotExists?: "create" | "reject"; - - /** - * One or more commands to invoke the graph with. - */ - command?: Command; -} - -export interface RunsStreamPayload< - TStreamMode extends StreamMode | StreamMode[] = [], - TSubgraphs extends boolean = false, -> extends RunsInvokePayload { - /** - * One of `"values"`, `"messages"`, `"messages-tuple"`, `"updates"`, `"events"`, `"debug"`, `"custom"`. - */ - streamMode?: TStreamMode; - - /** - * Stream output from subgraphs. By default, streams only the top graph. - */ - streamSubgraphs?: TSubgraphs; - - /** - * Pass one or more feedbackKeys if you want to request short-lived signed URLs - * for submitting feedback to LangSmith with this key for this run. - */ - feedbackKeys?: string[]; -} - -export interface RunsCreatePayload extends RunsInvokePayload { - /** - * One of `"values"`, `"messages"`, `"messages-tuple"`, `"updates"`, `"events"`, `"debug"`, `"custom"`. - */ - streamMode?: StreamMode | Array; - - /** - * Stream output from subgraphs. By default, streams only the top graph. - */ - streamSubgraphs?: boolean; -} - -export interface CronsCreatePayload extends RunsCreatePayload { - /** - * Schedule for running the Cron Job - */ - schedule: string; -} - -export interface RunsWaitPayload extends RunsStreamPayload { - /** - * Raise errors returned by the run. Default is `true`. - */ - raiseError?: boolean; -} diff --git a/libs/sdk-js/src/utils/async_caller.ts b/libs/sdk-js/src/utils/async_caller.ts deleted file mode 100644 index 72beefb54..000000000 --- a/libs/sdk-js/src/utils/async_caller.ts +++ /dev/null @@ -1,220 +0,0 @@ -import pRetry from "p-retry"; -import PQueueMod from "p-queue"; -import { _getFetchImplementation } from "../singletons/fetch.js"; - -const STATUS_NO_RETRY = [ - 400, // Bad Request - 401, // Unauthorized - 402, // Payment required - 403, // Forbidden - 404, // Not Found - 405, // Method Not Allowed - 406, // Not Acceptable - 407, // Proxy Authentication Required - 408, // Request Timeout - 422, // Unprocessable Entity -]; -const STATUS_IGNORE = [ - 409, // Conflict -]; - -type ResponseCallback = (response?: Response) => Promise; - -export interface AsyncCallerParams { - /** - * The maximum number of concurrent calls that can be made. - * Defaults to `Infinity`, which means no limit. - */ - maxConcurrency?: number; - /** - * The maximum number of retries that can be made for a single call, - * with an exponential backoff between each attempt. Defaults to 6. - */ - maxRetries?: number; - - onFailedResponseHook?: ResponseCallback; - - /** - * Specify a custom fetch implementation. - * - * By default we expect the `fetch` is available in the global scope. - */ - fetch?: typeof fetch | ((...args: any[]) => any); -} - -export interface AsyncCallerCallOptions { - signal?: AbortSignal; -} - -/** - * Do not rely on globalThis.Response, rather just - * do duck typing - */ -function isResponse(x: unknown): x is Response { - if (x == null || typeof x !== "object") return false; - return "status" in x && "statusText" in x && "text" in x; -} - -/** - * Utility error to properly handle failed requests - */ -class HTTPError extends Error { - status: number; - text: string; - - response?: Response; - - constructor(status: number, message: string, response?: Response) { - super(`HTTP ${status}: ${message}`); - this.status = status; - this.text = message; - this.response = response; - } - - static async fromResponse( - response: Response, - options?: { includeResponse?: boolean }, - ): Promise { - try { - return new HTTPError( - response.status, - await response.text(), - options?.includeResponse ? response : undefined, - ); - } catch { - return new HTTPError( - response.status, - response.statusText, - options?.includeResponse ? response : undefined, - ); - } - } -} - -/** - * A class that can be used to make async calls with concurrency and retry logic. - * - * This is useful for making calls to any kind of "expensive" external resource, - * be it because it's rate-limited, subject to network issues, etc. - * - * Concurrent calls are limited by the `maxConcurrency` parameter, which defaults - * to `Infinity`. This means that by default, all calls will be made in parallel. - * - * Retries are limited by the `maxRetries` parameter, which defaults to 5. This - * means that by default, each call will be retried up to 5 times, with an - * exponential backoff between each attempt. - */ -export class AsyncCaller { - protected maxConcurrency: AsyncCallerParams["maxConcurrency"]; - - protected maxRetries: AsyncCallerParams["maxRetries"]; - - private queue: (typeof import("p-queue"))["default"]["prototype"]; - - private onFailedResponseHook?: ResponseCallback; - - private customFetch?: typeof fetch; - - constructor(params: AsyncCallerParams) { - this.maxConcurrency = params.maxConcurrency ?? Infinity; - this.maxRetries = params.maxRetries ?? 4; - - if ("default" in PQueueMod) { - // eslint-disable-next-line @typescript-eslint/no-explicit-any - this.queue = new (PQueueMod.default as any)({ - concurrency: this.maxConcurrency, - }); - } else { - // eslint-disable-next-line @typescript-eslint/no-explicit-any - this.queue = new (PQueueMod as any)({ concurrency: this.maxConcurrency }); - } - this.onFailedResponseHook = params?.onFailedResponseHook; - this.customFetch = params.fetch; - } - - // eslint-disable-next-line @typescript-eslint/no-explicit-any - call Promise>( - callable: T, - ...args: Parameters - ): Promise>> { - const onFailedResponseHook = this.onFailedResponseHook; - return this.queue.add( - () => - pRetry( - () => - callable(...(args as Parameters)).catch(async (error) => { - // eslint-disable-next-line no-instanceof/no-instanceof - if (error instanceof Error) { - throw error; - } else if (isResponse(error)) { - throw await HTTPError.fromResponse(error, { - includeResponse: !!onFailedResponseHook, - }); - } else { - throw new Error(error); - } - }), - { - async onFailedAttempt(error) { - if ( - error.message.startsWith("Cancel") || - error.message.startsWith("TimeoutError") || - error.message.startsWith("AbortError") - ) { - throw error; - } - // eslint-disable-next-line @typescript-eslint/no-explicit-any - if ((error as any)?.code === "ECONNABORTED") { - throw error; - } - - if (error instanceof HTTPError) { - if (STATUS_NO_RETRY.includes(error.status)) { - throw error; - } else if (STATUS_IGNORE.includes(error.status)) { - return; - } - if (onFailedResponseHook && error.response) { - await onFailedResponseHook(error.response); - } - } - }, - // If needed we can change some of the defaults here, - // but they're quite sensible. - retries: this.maxRetries, - randomize: true, - }, - ), - { throwOnTimeout: true }, - ); - } - - // eslint-disable-next-line @typescript-eslint/no-explicit-any - callWithOptions Promise>( - options: AsyncCallerCallOptions, - callable: T, - ...args: Parameters - ): Promise>> { - // Note this doesn't cancel the underlying request, - // when available prefer to use the signal option of the underlying call - if (options.signal) { - return Promise.race([ - this.call(callable, ...args), - new Promise((_, reject) => { - options.signal?.addEventListener("abort", () => { - reject(new Error("AbortError")); - }); - }), - ]); - } - return this.call(callable, ...args); - } - - fetch(...args: Parameters): ReturnType { - const fetchFn = - this.customFetch ?? (_getFetchImplementation() as typeof fetch); - return this.call(() => - fetchFn(...args).then((res) => (res.ok ? res : Promise.reject(res))), - ); - } -} diff --git a/libs/sdk-js/src/utils/env.ts b/libs/sdk-js/src/utils/env.ts deleted file mode 100644 index 738c14fd5..000000000 --- a/libs/sdk-js/src/utils/env.ts +++ /dev/null @@ -1,11 +0,0 @@ -export function getEnvironmentVariable(name: string): string | undefined { - // Certain setups (Deno, frontend) will throw an error if you try to access environment variables - try { - return typeof process !== "undefined" - ? // eslint-disable-next-line no-process-env - process.env?.[name] - : undefined; - } catch (e) { - return undefined; - } -} diff --git a/libs/sdk-js/src/utils/signals.ts b/libs/sdk-js/src/utils/signals.ts deleted file mode 100644 index 915753325..000000000 --- a/libs/sdk-js/src/utils/signals.ts +++ /dev/null @@ -1,22 +0,0 @@ -export function mergeSignals(...signals: (AbortSignal | null | undefined)[]) { - const nonZeroSignals = signals.filter( - (signal): signal is AbortSignal => signal != null, - ); - - if (nonZeroSignals.length === 0) return undefined; - if (nonZeroSignals.length === 1) return nonZeroSignals[0]; - - const controller = new AbortController(); - for (const signal of signals) { - if (signal?.aborted) { - controller.abort(signal.reason); - return controller.signal; - } - - signal?.addEventListener("abort", () => controller.abort(signal.reason), { - once: true, - }); - } - - return controller.signal; -} diff --git a/libs/sdk-js/src/utils/sse.ts b/libs/sdk-js/src/utils/sse.ts deleted file mode 100644 index c3c525113..000000000 --- a/libs/sdk-js/src/utils/sse.ts +++ /dev/null @@ -1,176 +0,0 @@ -const CR = "\r".charCodeAt(0); -const LF = "\n".charCodeAt(0); -const NULL = "\0".charCodeAt(0); -const COLON = ":".charCodeAt(0); -const SPACE = " ".charCodeAt(0); - -const TRAILING_NEWLINE = [CR, LF]; - -export class BytesLineDecoder extends TransformStream { - constructor() { - let buffer: Uint8Array[] = []; - let trailingCr = false; - - super({ - start() { - buffer = []; - trailingCr = false; - }, - - transform(chunk, controller) { - // See https://docs.python.org/3/glossary.html#term-universal-newlines - let text = chunk; - - // Handle trailing CR from previous chunk - if (trailingCr) { - text = joinArrays([[CR], text]); - trailingCr = false; - } - - // Check for trailing CR in current chunk - if (text.length > 0 && text.at(-1) === CR) { - trailingCr = true; - text = text.subarray(0, -1); - } - - if (!text.length) return; - const trailingNewline = TRAILING_NEWLINE.includes(text.at(-1)!); - - const lastIdx = text.length - 1; - const { lines } = text.reduce<{ lines: Uint8Array[]; from: number }>( - (acc, cur, idx) => { - if (acc.from > idx) return acc; - - if (cur === CR || cur === LF) { - acc.lines.push(text.subarray(acc.from, idx)); - if (cur === CR && text[idx + 1] === LF) { - acc.from = idx + 2; - } else { - acc.from = idx + 1; - } - } - - if (idx === lastIdx && acc.from <= lastIdx) { - acc.lines.push(text.subarray(acc.from)); - } - - return acc; - }, - { lines: [], from: 0 }, - ); - - if (lines.length === 1 && !trailingNewline) { - buffer.push(lines[0]); - return; - } - - if (buffer.length) { - // Include existing buffer in first line - buffer.push(lines[0]); - lines[0] = joinArrays(buffer); - buffer = []; - } - - if (!trailingNewline) { - // If the last segment is not newline terminated, - // buffer it for the next chunk - if (lines.length) buffer = [lines.pop()!]; - } - - // Enqueue complete lines - for (const line of lines) { - controller.enqueue(line); - } - }, - - flush(controller) { - if (buffer.length) { - controller.enqueue(joinArrays(buffer)); - } - }, - }); - } -} - -interface StreamPart { - event: string; - data: unknown; -} - -export class SSEDecoder extends TransformStream { - constructor() { - let event = ""; - let data: Uint8Array[] = []; - let lastEventId = ""; - let retry: number | null = null; - - const decoder = new TextDecoder(); - - super({ - transform(chunk, controller) { - // Handle empty line case - if (!chunk.length) { - if (!event && !data.length && !lastEventId && retry == null) return; - - const sse = { - event, - data: data.length ? decodeArraysToJson(decoder, data) : null, - }; - - // NOTE: as per the SSE spec, do not reset lastEventId - event = ""; - data = []; - retry = null; - - controller.enqueue(sse); - return; - } - - // Ignore comments - if (chunk[0] === COLON) return; - - const sepIdx = chunk.indexOf(COLON); - if (sepIdx === -1) return; - - const fieldName = decoder.decode(chunk.subarray(0, sepIdx)); - let value = chunk.subarray(sepIdx + 1); - if (value[0] === SPACE) value = value.subarray(1); - - if (fieldName === "event") { - event = decoder.decode(value); - } else if (fieldName === "data") { - data.push(value); - } else if (fieldName === "id") { - if (value.indexOf(NULL) === -1) lastEventId = decoder.decode(value); - } else if (fieldName === "retry") { - const retryNum = Number.parseInt(decoder.decode(value)); - if (!Number.isNaN(retryNum)) retry = retryNum; - } - }, - - flush(controller) { - if (event) { - controller.enqueue({ - event, - data: data.length ? decodeArraysToJson(decoder, data) : null, - }); - } - }, - }); - } -} - -function joinArrays(data: ArrayLike[]) { - const totalLength = data.reduce((acc, curr) => acc + curr.length, 0); - let merged = new Uint8Array(totalLength); - let offset = 0; - for (const c of data) { - merged.set(c, offset); - offset += c.length; - } - return merged; -} - -function decodeArraysToJson(decoder: TextDecoder, data: ArrayLike[]) { - return JSON.parse(decoder.decode(joinArrays(data))); -} diff --git a/libs/sdk-js/src/utils/stream.ts b/libs/sdk-js/src/utils/stream.ts deleted file mode 100644 index 510204992..000000000 --- a/libs/sdk-js/src/utils/stream.ts +++ /dev/null @@ -1,115 +0,0 @@ -// in this case don't quite match. -type IterableReadableStreamInterface = ReadableStream & AsyncIterable; - -/* - * Support async iterator syntax for ReadableStreams in all environments. - * Source: https://github.com/MattiasBuelens/web-streams-polyfill/pull/122#issuecomment-1627354490 - */ -export class IterableReadableStream - extends ReadableStream - implements IterableReadableStreamInterface -{ - public reader: ReadableStreamDefaultReader; - - ensureReader() { - if (!this.reader) { - this.reader = this.getReader(); - } - } - - async next(): Promise> { - this.ensureReader(); - try { - const result = await this.reader.read(); - if (result.done) { - this.reader.releaseLock(); // release lock when stream becomes closed - return { - done: true, - value: undefined, - }; - } else { - return { - done: false, - value: result.value, - }; - } - } catch (e) { - this.reader.releaseLock(); // release lock when stream becomes errored - throw e; - } - } - - async return(): Promise> { - this.ensureReader(); - // If wrapped in a Node stream, cancel is already called. - if (this.locked) { - const cancelPromise = this.reader.cancel(); // cancel first, but don't await yet - this.reader.releaseLock(); // release lock first - await cancelPromise; // now await it - } - return { done: true, value: undefined }; - } - - // eslint-disable-next-line @typescript-eslint/no-explicit-any - async throw(e: any): Promise> { - this.ensureReader(); - if (this.locked) { - const cancelPromise = this.reader.cancel(); // cancel first, but don't await yet - this.reader.releaseLock(); // release lock first - await cancelPromise; // now await it - } - throw e; - } - - // eslint-disable-next-line @typescript-eslint/ban-ts-comment - // @ts-ignore Not present in Node 18 types, required in latest Node 22 - async [Symbol.asyncDispose]() { - await this.return(); - } - - [Symbol.asyncIterator]() { - return this; - } - - static fromReadableStream(stream: ReadableStream) { - // From https://developer.mozilla.org/en-US/docs/Web/API/Streams_API/Using_readable_streams#reading_the_stream - const reader = stream.getReader(); - return new IterableReadableStream({ - start(controller) { - return pump(); - function pump(): Promise { - return reader.read().then(({ done, value }) => { - // When no more data needs to be consumed, close the stream - if (done) { - controller.close(); - return; - } - // Enqueue the next data chunk into our target stream - controller.enqueue(value); - return pump(); - }); - } - }, - cancel() { - reader.releaseLock(); - }, - }); - } - - static fromAsyncGenerator(generator: AsyncGenerator) { - return new IterableReadableStream({ - async pull(controller) { - const { value, done } = await generator.next(); - // When no more data needs to be consumed, close the stream - if (done) { - controller.close(); - } - // Fix: `else if (value)` will hang the streaming when nullish value (e.g. empty string) is pulled - controller.enqueue(value); - }, - async cancel(reason) { - await generator.return(reason); - }, - }); - } -} diff --git a/libs/sdk-js/tsconfig.cjs.json b/libs/sdk-js/tsconfig.cjs.json deleted file mode 100644 index 6f1705b8b..000000000 --- a/libs/sdk-js/tsconfig.cjs.json +++ /dev/null @@ -1,9 +0,0 @@ -{ - "extends": "./tsconfig.json", - "compilerOptions": { - "module": "CommonJS", - "moduleResolution": "Node", - "declaration": false - }, - "exclude": ["node_modules", "dist", "**/tests"] -} diff --git a/libs/sdk-js/tsconfig.json b/libs/sdk-js/tsconfig.json deleted file mode 100644 index 9c6561a09..000000000 --- a/libs/sdk-js/tsconfig.json +++ /dev/null @@ -1,47 +0,0 @@ -{ - "extends": "@tsconfig/recommended", - "compilerOptions": { - "target": "ES2021", - "lib": [ - "ES2021", - "ES2022.Object", - "DOM" - ], - "module": "NodeNext", - "moduleResolution": "nodenext", - "esModuleInterop": true, - "declaration": true, - "noImplicitReturns": true, - "noFallthroughCasesInSwitch": true, - "noUnusedLocals": true, - "noUnusedParameters": true, - "useDefineForClassFields": true, - "strictPropertyInitialization": false, - "allowJs": true, - "strict": true, - "jsx": "react-jsx", - "outDir": "dist" - }, - "include": [ - "src/**/*" - ], - "exclude": [ - "node_modules", - "dist", - "coverage" - ], - "includeVersion": true, - "typedocOptions": { - "entryPoints": [ - "src/client.ts" - ], - "readme": "none", - "out": "docs", - "plugin": [ - "typedoc-plugin-markdown" - ], - "excludePrivate": true, - "excludeProtected": true, - "excludeExternals": false - } -} diff --git a/libs/sdk-js/typedoc.react.json b/libs/sdk-js/typedoc.react.json deleted file mode 100644 index 6359dac1b..000000000 --- a/libs/sdk-js/typedoc.react.json +++ /dev/null @@ -1,5 +0,0 @@ -{ - "pageTitleTemplates": { - "index": "{projectName}/react" - } -} diff --git a/libs/sdk-js/yarn.lock b/libs/sdk-js/yarn.lock deleted file mode 100644 index 635f0c5f3..000000000 --- a/libs/sdk-js/yarn.lock +++ /dev/null @@ -1,4547 +0,0 @@ -# THIS IS AN AUTOGENERATED FILE. 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-Copyright (c) 2024 LangChain, Inc. - -Permission is hereby granted, free of charge, to any person obtaining a copy -of this software and associated documentation files (the "Software"), to deal -in the Software without restriction, including without limitation the rights -to use, copy, modify, merge, publish, distribute, sublicense, and/or sell -copies of the Software, and to permit persons to whom the Software is -furnished to do so, subject to the following conditions: - -The above copyright notice and this permission notice shall be included in all -copies or substantial portions of the Software. - -THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR -IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, -FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE -AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER -LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, -OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE -SOFTWARE. diff --git a/libs/sdk-py/Makefile b/libs/sdk-py/Makefile deleted file mode 100644 index 2db86e92a..000000000 --- a/libs/sdk-py/Makefile +++ /dev/null @@ -1,24 +0,0 @@ -.PHONY: lint format - -test: - echo "No tests to run" - -###################### -# LINTING AND FORMATTING -###################### - -# Define a variable for Python and notebook files. -PYTHON_FILES=. -MYPY_CACHE=.mypy_cache -lint format: PYTHON_FILES=. -lint_diff format_diff: PYTHON_FILES=$(shell git diff --name-only --relative --diff-filter=d main . | grep -E '\.py$$|\.ipynb$$') - -lint lint_diff: - poetry run ruff check . - [ "$(PYTHON_FILES)" = "" ] || poetry run ruff format $(PYTHON_FILES) --diff - [ "$(PYTHON_FILES)" = "" ] || poetry run ruff check --select I $(PYTHON_FILES) - [ "$(PYTHON_FILES)" = "" ] || mkdir -p $(MYPY_CACHE) || poetry run mypy $(PYTHON_FILES) --cache-dir $(MYPY_CACHE) - -format format_diff: - poetry run ruff check --select I --fix $(PYTHON_FILES) - poetry run ruff format $(PYTHON_FILES) diff --git a/libs/sdk-py/README.md b/libs/sdk-py/README.md deleted file mode 100644 index 9cea00442..000000000 --- a/libs/sdk-py/README.md +++ /dev/null @@ -1,35 +0,0 @@ -# LangGraph Python SDK - -This repository contains the Python SDK for interacting with the LangGraph Cloud REST API. - -## Quick Start - -To get started with the Python SDK, [install the package](https://pypi.org/project/langgraph-sdk/) - -```bash -pip install -U langgraph-sdk -``` - -You will need a running LangGraph API server. If you're running a server locally using `langgraph-cli`, SDK will automatically point at `http://localhost:8123`, otherwise -you would need to specify the server URL when creating a client. - -```python -from langgraph_sdk import get_client - -# If you're using a remote server, initialize the client with `get_client(url=REMOTE_URL)` -client = get_client() - -# List all assistants -assistants = await client.assistants.search() - -# We auto-create an assistant for each graph you register in config. -agent = assistants[0] - -# Start a new thread -thread = await client.threads.create() - -# Start a streaming run -input = {"messages": [{"role": "human", "content": "what's the weather in la"}]} -async for chunk in client.runs.stream(thread['thread_id'], agent['assistant_id'], input=input): - print(chunk) -``` diff --git a/libs/sdk-py/langgraph_sdk/__init__.py b/libs/sdk-py/langgraph_sdk/__init__.py deleted file mode 100644 index 4d9920430..000000000 --- a/libs/sdk-py/langgraph_sdk/__init__.py +++ /dev/null @@ -1,11 +0,0 @@ -from langgraph_sdk.auth import Auth -from langgraph_sdk.client import get_client, get_sync_client - -try: - from importlib import metadata - - __version__ = metadata.version(__package__) -except metadata.PackageNotFoundError: - __version__ = "unknown" - -__all__ = ["Auth", "get_client", "get_sync_client"] diff --git a/libs/sdk-py/langgraph_sdk/auth/__init__.py b/libs/sdk-py/langgraph_sdk/auth/__init__.py deleted file mode 100644 index e0dff9c49..000000000 --- a/libs/sdk-py/langgraph_sdk/auth/__init__.py +++ /dev/null @@ -1,727 +0,0 @@ -from __future__ import annotations - -import inspect -import typing -from collections.abc import Callable, Sequence - -from langgraph_sdk.auth import exceptions, types - -TH = typing.TypeVar("TH", bound=types.Handler) -AH = typing.TypeVar("AH", bound=types.Authenticator) - - -class Auth: - """Add custom authentication and authorization management to your LangGraph application. - - The Auth class provides a unified system for handling authentication and - authorization in LangGraph applications. It supports custom user authentication - protocols and fine-grained authorization rules for different resources and - actions. - - To use, create a separate python file and add the path to the file to your - LangGraph API configuration file (`langgraph.json`). Within that file, create - an instance of the Auth class and register authentication and authorization - handlers as needed. - - Example `langgraph.json` file: - - ```json - { - "dependencies": ["."], - "graphs": { - "agent": "./my_agent/agent.py:graph" - }, - "env": ".env", - "auth": { - "path": "./auth.py:my_auth" - } - ``` - - Then the LangGraph server will load your auth file and run it server-side whenever a request comes in. - - ???+ example "Basic Usage" - ```python - from langgraph_sdk import Auth - - my_auth = Auth() - - async def verify_token(token: str) -> str: - # Verify token and return user_id - # This would typically be a call to your auth server - return "user_id" - - @auth.authenticate - async def authenticate(authorization: str) -> str: - # Verify token and return user_id - result = await verify_token(authorization) - if result != "user_id": - raise Auth.exceptions.HTTPException( - status_code=401, detail="Unauthorized" - ) - return result - - # Global fallback handler - @auth.on - async def authorize_default(params: Auth.on.value): - return False # Reject all requests (default behavior) - - @auth.on.threads.create - async def authorize_thread_create(params: Auth.on.threads.create.value): - # Allow the allowed user to create a thread - assert params.get("metadata", {}).get("owner") == "allowed_user" - - @auth.on.store - async def authorize_store(ctx: Auth.types.AuthContext, value: Auth.types.on): - assert ctx.user.identity in value["namespace"], "Not authorized" - ``` - - ???+ note "Request Processing Flow" - 1. Authentication (your `@auth.authenticate` handler) is performed first on **every request** - 2. For authorization, the most specific matching handler is called: - * If a handler exists for the exact resource and action, it is used (e.g., `@auth.on.threads.create`) - * Otherwise, if a handler exists for the resource with any action, it is used (e.g., `@auth.on.threads`) - * Finally, if no specific handlers match, the global handler is used (e.g., `@auth.on`) - * If no global handler is set, the request is accepted - - This allows you to set default behavior with a global handler while - overriding specific routes as needed. - """ - - __slots__ = ( - "on", - "_handlers", - "_global_handlers", - "_authenticate_handler", - "_handler_cache", - ) - types = types - """Reference to auth type definitions. - - Provides access to all type definitions used in the auth system, - like ThreadsCreate, AssistantsRead, etc.""" - - exceptions = exceptions - """Reference to auth exception definitions. - - Provides access to all exception definitions used in the auth system, - like HTTPException, etc. - """ - - def __init__(self) -> None: - self.on = _On(self) - """Entry point for authorization handlers that control access to specific resources. - - The on class provides a flexible way to define authorization rules for different - resources and actions in your application. It supports three main usage patterns: - - 1. Global handlers that run for all resources and actions - 2. Resource-specific handlers that run for all actions on a resource - 3. Resource and action specific handlers for fine-grained control - - Each handler must be an async function that accepts two parameters: - - ctx (AuthContext): Contains request context and authenticated user info - - value: The data being authorized (type varies by endpoint) - - The handler should return one of: - - - None or True: Accept the request - - False: Reject with 403 error - - FilterType: Apply filtering rules to the response - - ???+ example "Examples" - Global handler for all requests: - ```python - @auth.on - async def reject_unhandled_requests(ctx: AuthContext, value: Any) -> None: - print(f"Request to {ctx.path} by {ctx.user.identity}") - return False - ``` - - Resource-specific handler. This would take precedence over the global handler - for all actions on the `threads` resource: - ```python - @auth.on.threads - async def check_thread_access(ctx: AuthContext, value: Any) -> bool: - # Allow access only to threads created by the user - return value.get("created_by") == ctx.user.identity - ``` - - Resource and action specific handler: - ```python - @auth.on.threads.delete - async def prevent_thread_deletion(ctx: AuthContext, value: Any) -> bool: - # Only admins can delete threads - return "admin" in ctx.user.permissions - ``` - - Multiple resources or actions: - ```python - @auth.on(resources=["threads", "runs"], actions=["create", "update"]) - async def rate_limit_writes(ctx: AuthContext, value: Any) -> bool: - # Implement rate limiting for write operations - return await check_rate_limit(ctx.user.identity) - ``` - - Auth for the `store` resource is a bit different since its structure is developer defined. - You typically want to enforce user creds in the namespace. Y - ```python - @auth.on.store - async def check_store_access(ctx: AuthContext, value: Auth.types.on) -> bool: - # Assuming you structure your store like (store.aput((user_id, application_context), key, value)) - assert value["namespace"][0] == ctx.user.identity - ``` - """ - # These are accessed by the API. Changes to their names or types is - # will be considered a breaking change. - self._handlers: dict[tuple[str, str], list[types.Handler]] = {} - self._global_handlers: list[types.Handler] = [] - self._authenticate_handler: typing.Optional[types.Authenticator] = None - self._handler_cache: dict[tuple[str, str], types.Handler] = {} - - def authenticate(self, fn: AH) -> AH: - """Register an authentication handler function. - - The authentication handler is responsible for verifying credentials - and returning user scopes. It can accept any of the following parameters - by name: - - - request (Request): The raw ASGI request object - - body (dict): The parsed request body - - path (str): The request path, e.g., "/threads/abcd-1234-abcd-1234/runs/abcd-1234-abcd-1234/stream" - - method (str): The HTTP method, e.g., "GET" - - path_params (dict[str, str]): URL path parameters, e.g., {"thread_id": "abcd-1234-abcd-1234", "run_id": "abcd-1234-abcd-1234"} - - query_params (dict[str, str]): URL query parameters, e.g., {"stream": "true"} - - headers (dict[bytes, bytes]): Request headers - - authorization (str | None): The Authorization header value (e.g., "Bearer ") - - Args: - fn (Callable): The authentication handler function to register. - Must return a representation of the user. This could be a: - - string (the user id) - - dict containing {"identity": str, "permissions": list[str]} - - or an object with identity and permissions properties - Permissions can be optionally used by your handlers downstream. - - Returns: - The registered handler function. - - Raises: - ValueError: If an authentication handler is already registered. - - ???+ example "Examples" - Basic token authentication: - ```python - @auth.authenticate - async def authenticate(authorization: str) -> str: - user_id = verify_token(authorization) - return user_id - ``` - - Accept the full request context: - ```python - @auth.authenticate - async def authenticate( - method: str, - path: str, - headers: dict[str, bytes] - ) -> str: - user = await verify_request(method, path, headers) - return user - ``` - - Return user name and permissions: - ```python - @auth.authenticate - async def authenticate( - method: str, - path: str, - headers: dict[str, bytes] - ) -> Auth.types.MinimalUserDict: - permissions, user = await verify_request(method, path, headers) - # Permissions could be things like ["runs:read", "runs:write", "threads:read", "threads:write"] - return { - "identity": user["id"], - "permissions": permissions, - "display_name": user["name"], - } - ``` - """ - if self._authenticate_handler is not None: - raise ValueError( - "Authentication handler already set as {self._authenticate_handler}." - ) - self._authenticate_handler = fn - return fn - - -## Helper types & utilities - -V = typing.TypeVar("V", contravariant=True) - - -class _ActionHandler(typing.Protocol[V]): - async def __call__( - self, *, ctx: types.AuthContext, value: V - ) -> types.HandlerResult: ... - - -T = typing.TypeVar("T", covariant=True) - - -class _ResourceActionOn(typing.Generic[T]): - def __init__( - self, - auth: Auth, - resource: typing.Literal["threads", "crons", "assistants"], - action: typing.Literal[ - "create", "read", "update", "delete", "search", "create_run" - ], - value: type[T], - ) -> None: - self.auth = auth - self.resource = resource - self.action = action - self.value = value - - def __call__(self, fn: _ActionHandler[T]) -> _ActionHandler[T]: - _validate_handler(fn) - _register_handler(self.auth, self.resource, self.action, fn) - return fn - - -VCreate = typing.TypeVar("VCreate", covariant=True) -VUpdate = typing.TypeVar("VUpdate", covariant=True) -VRead = typing.TypeVar("VRead", covariant=True) -VDelete = typing.TypeVar("VDelete", covariant=True) -VSearch = typing.TypeVar("VSearch", covariant=True) - - -class _ResourceOn(typing.Generic[VCreate, VRead, VUpdate, VDelete, VSearch]): - """ - Generic base class for resource-specific handlers. - """ - - value: type[typing.Union[VCreate, VUpdate, VRead, VDelete, VSearch]] - - Create: type[VCreate] - Read: type[VRead] - Update: type[VUpdate] - Delete: type[VDelete] - Search: type[VSearch] - - def __init__( - self, - auth: Auth, - resource: typing.Literal["threads", "crons", "assistants"], - ) -> None: - self.auth = auth - self.resource = resource - self.create: _ResourceActionOn[VCreate] = _ResourceActionOn( - auth, resource, "create", self.Create - ) - self.read: _ResourceActionOn[VRead] = _ResourceActionOn( - auth, resource, "read", self.Read - ) - self.update: _ResourceActionOn[VUpdate] = _ResourceActionOn( - auth, resource, "update", self.Update - ) - self.delete: _ResourceActionOn[VDelete] = _ResourceActionOn( - auth, resource, "delete", self.Delete - ) - self.search: _ResourceActionOn[VSearch] = _ResourceActionOn( - auth, resource, "search", self.Search - ) - - @typing.overload - def __call__( - self, - fn: typing.Union[ - _ActionHandler[typing.Union[VCreate, VUpdate, VRead, VDelete, VSearch]], - _ActionHandler[dict[str, typing.Any]], - ], - ) -> _ActionHandler[typing.Union[VCreate, VUpdate, VRead, VDelete, VSearch]]: ... - - @typing.overload - def __call__( - self, - *, - resources: typing.Union[str, Sequence[str]], - actions: typing.Optional[typing.Union[str, Sequence[str]]] = None, - ) -> Callable[ - [_ActionHandler[typing.Union[VCreate, VUpdate, VRead, VDelete, VSearch]]], - _ActionHandler[typing.Union[VCreate, VUpdate, VRead, VDelete, VSearch]], - ]: ... - - def __call__( - self, - fn: typing.Union[ - _ActionHandler[typing.Union[VCreate, VUpdate, VRead, VDelete, VSearch]], - _ActionHandler[dict[str, typing.Any]], - None, - ] = None, - *, - resources: typing.Union[str, Sequence[str], None] = None, - actions: typing.Optional[typing.Union[str, Sequence[str]]] = None, - ) -> typing.Union[ - _ActionHandler[typing.Union[VCreate, VUpdate, VRead, VDelete, VSearch]], - Callable[ - [_ActionHandler[typing.Union[VCreate, VUpdate, VRead, VDelete, VSearch]]], - _ActionHandler[typing.Union[VCreate, VUpdate, VRead, VDelete, VSearch]], - ], - ]: - if fn is not None: - _validate_handler(fn) - return typing.cast( - _ActionHandler[typing.Union[VCreate, VUpdate, VRead, VDelete, VSearch]], - _register_handler(self.auth, self.resource, "*", fn), - ) - - def decorator( - handler: _ActionHandler[ - typing.Union[VCreate, VUpdate, VRead, VDelete, VSearch] - ], - ) -> _ActionHandler[typing.Union[VCreate, VUpdate, VRead, VDelete, VSearch]]: - _validate_handler(handler) - return typing.cast( - _ActionHandler[typing.Union[VCreate, VUpdate, VRead, VDelete, VSearch]], - _register_handler(self.auth, self.resource, "*", handler), - ) - - return decorator - - -class _AssistantsOn( - _ResourceOn[ - types.AssistantsCreate, - types.AssistantsRead, - types.AssistantsUpdate, - types.AssistantsDelete, - types.AssistantsSearch, - ] -): - value = typing.Union[ - types.AssistantsCreate, - types.AssistantsRead, - types.AssistantsUpdate, - types.AssistantsDelete, - types.AssistantsSearch, - ] - Create = types.AssistantsCreate - Read = types.AssistantsRead - Update = types.AssistantsUpdate - Delete = types.AssistantsDelete - Search = types.AssistantsSearch - - -class _ThreadsOn( - _ResourceOn[ - types.ThreadsCreate, - types.ThreadsRead, - types.ThreadsUpdate, - types.ThreadsDelete, - types.ThreadsSearch, - ] -): - value = typing.Union[ - type[types.ThreadsCreate], - type[types.ThreadsRead], - type[types.ThreadsUpdate], - type[types.ThreadsDelete], - type[types.ThreadsSearch], - type[types.RunsCreate], - ] - Create = types.ThreadsCreate - Read = types.ThreadsRead - Update = types.ThreadsUpdate - Delete = types.ThreadsDelete - Search = types.ThreadsSearch - CreateRun = types.RunsCreate - - def __init__( - self, - auth: Auth, - resource: typing.Literal["threads", "crons", "assistants"], - ) -> None: - super().__init__(auth, resource) - self.create_run: _ResourceActionOn[types.RunsCreate] = _ResourceActionOn( - auth, resource, "create_run", self.CreateRun - ) - - -class _CronsOn( - _ResourceOn[ - types.CronsCreate, - types.CronsRead, - types.CronsUpdate, - types.CronsDelete, - types.CronsSearch, - ] -): - value = type[ - typing.Union[ - types.CronsCreate, - types.CronsRead, - types.CronsUpdate, - types.CronsDelete, - types.CronsSearch, - ] - ] - - Create = types.CronsCreate - Read = types.CronsRead - Update = types.CronsUpdate - Delete = types.CronsDelete - Search = types.CronsSearch - - -class _StoreOn: - def __init__(self, auth: Auth) -> None: - self._auth = auth - - @typing.overload - def __call__( - self, - *, - actions: typing.Optional[ - typing.Union[ - typing.Literal["put", "get", "search", "list_namespaces", "delete"], - Sequence[ - typing.Literal["put", "get", "search", "list_namespaces", "delete"] - ], - ] - ] = None, - ) -> Callable[[AHO], AHO]: ... - - @typing.overload - def __call__(self, fn: AHO) -> AHO: ... - - def __call__( - self, - fn: typing.Optional[AHO] = None, - *, - actions: typing.Optional[ - typing.Union[ - typing.Literal["put", "get", "search", "list_namespaces", "delete"], - Sequence[ - typing.Literal["put", "get", "search", "list_namespaces", "delete"] - ], - ] - ] = None, - ) -> typing.Union[AHO, Callable[[AHO], AHO]]: - """Register a handler for specific resources and actions. - - Can be used as a decorator or with explicit resource/action parameters: - - @auth.on.store - async def handler(): ... # Handle all store ops - - @auth.on.store(actions=("put", "get", "search", "delete")) - async def handler(): ... # Handle specific store ops - - @auth.on.store.put - async def handler(): ... # Handle store.put ops - """ - if fn is not None: - # Used as a plain decorator - _register_handler(self._auth, "store", None, fn) - return fn - - # Used with parameters, return a decorator - def decorator( - handler: AHO, - ) -> AHO: - if isinstance(actions, str): - action_list = [actions] - else: - action_list = list(actions) if actions is not None else ["*"] - for action in action_list: - _register_handler(self._auth, "store", action, handler) - return handler - - return decorator - - -AHO = typing.TypeVar("AHO", bound=_ActionHandler[dict[str, typing.Any]]) - - -class _On: - """Entry point for authorization handlers that control access to specific resources. - - The _On class provides a flexible way to define authorization rules for different resources - and actions in your application. It supports three main usage patterns: - - 1. Global handlers that run for all resources and actions - 2. Resource-specific handlers that run for all actions on a resource - 3. Resource and action specific handlers for fine-grained control - - Each handler must be an async function that accepts two parameters: - - ctx (AuthContext): Contains request context and authenticated user info - - value: The data being authorized (type varies by endpoint) - - The handler should return one of: - - None or True: Accept the request - - False: Reject with 403 error - - FilterType: Apply filtering rules to the response - - ???+ example "Examples" - - Global handler for all requests: - ```python - @auth.on - async def log_all_requests(ctx: AuthContext, value: Any) -> None: - print(f"Request to {ctx.path} by {ctx.user.identity}") - return True - ``` - - Resource-specific handler: - ```python - @auth.on.threads - async def check_thread_access(ctx: AuthContext, value: Any) -> bool: - # Allow access only to threads created by the user - return value.get("created_by") == ctx.user.identity - ``` - - Resource and action specific handler: - ```python - @auth.on.threads.delete - async def prevent_thread_deletion(ctx: AuthContext, value: Any) -> bool: - # Only admins can delete threads - return "admin" in ctx.user.permissions - ``` - - Multiple resources or actions: - ```python - @auth.on(resources=["threads", "runs"], actions=["create", "update"]) - async def rate_limit_writes(ctx: AuthContext, value: Any) -> bool: - # Implement rate limiting for write operations - return await check_rate_limit(ctx.user.identity) - ``` - """ - - __slots__ = ( - "_auth", - "assistants", - "threads", - "runs", - "crons", - "store", - "value", - ) - - def __init__(self, auth: Auth) -> None: - self._auth = auth - self.assistants = _AssistantsOn(auth, "assistants") - self.threads = _ThreadsOn(auth, "threads") - self.crons = _CronsOn(auth, "crons") - self.store = _StoreOn(auth) - self.value = dict[str, typing.Any] - - @typing.overload - def __call__( - self, - *, - resources: typing.Union[str, Sequence[str]], - actions: typing.Optional[typing.Union[str, Sequence[str]]] = None, - ) -> Callable[[AHO], AHO]: ... - - @typing.overload - def __call__(self, fn: AHO) -> AHO: ... - - def __call__( - self, - fn: typing.Optional[AHO] = None, - *, - resources: typing.Union[str, Sequence[str], None] = None, - actions: typing.Optional[typing.Union[str, Sequence[str]]] = None, - ) -> typing.Union[AHO, Callable[[AHO], AHO]]: - """Register a handler for specific resources and actions. - - Can be used as a decorator or with explicit resource/action parameters: - - @auth.on - async def handler(): ... # Global handler - - @auth.on(resources="threads") - async def handler(): ... # types.Handler for all thread actions - - @auth.on(resources="threads", actions="create") - async def handler(): ... # types.Handler for thread creation - """ - if fn is not None: - # Used as a plain decorator - _register_handler(self._auth, None, None, fn) - return fn - - # Used with parameters, return a decorator - def decorator( - handler: AHO, - ) -> AHO: - if isinstance(resources, str): - resource_list = [resources] - else: - resource_list = list(resources) if resources is not None else ["*"] - - if isinstance(actions, str): - action_list = [actions] - else: - action_list = list(actions) if actions is not None else ["*"] - for resource in resource_list: - for action in action_list: - _register_handler(self._auth, resource, action, handler) - return handler - - return decorator - - -def _register_handler( - auth: Auth, - resource: typing.Optional[str], - action: typing.Optional[str], - fn: types.Handler, -) -> types.Handler: - _validate_handler(fn) - resource = resource or "*" - action = action or "*" - if resource == "*" and action == "*": - if auth._global_handlers: - raise ValueError("Global handler already set.") - auth._global_handlers.append(fn) - else: - r = resource if resource is not None else "*" - a = action if action is not None else "*" - if (r, a) in auth._handlers: - raise ValueError(f"types.Handler already set for {r}, {a}.") - auth._handlers[(r, a)] = [fn] - return fn - - -def _validate_handler(fn: Callable[..., typing.Any]) -> None: - """Validates that an auth handler function meets the required signature. - - Auth handlers must: - 1. Be async functions - 2. Accept a ctx parameter of type AuthContext - 3. Accept a value parameter for the data being authorized - """ - if not inspect.iscoroutinefunction(fn): - raise ValueError( - f"Auth handler '{fn.__name__}' must be an async function. " - "Add 'async' before 'def' to make it asynchronous and ensure" - " any IO operations are non-blocking." - ) - - sig = inspect.signature(fn) - if "ctx" not in sig.parameters: - raise ValueError( - f"Auth handler '{fn.__name__}' must have a 'ctx: AuthContext' parameter. " - "Update the function signature to include this required parameter." - ) - if "value" not in sig.parameters: - raise ValueError( - f"Auth handler '{fn.__name__}' must have a 'value' parameter. " - " The value contains the mutable data being sent to the endpoint." - "Update the function signature to include this required parameter." - ) - - -__all__ = ["Auth", "types", "exceptions"] diff --git a/libs/sdk-py/langgraph_sdk/auth/exceptions.py b/libs/sdk-py/langgraph_sdk/auth/exceptions.py deleted file mode 100644 index cd3019259..000000000 --- a/libs/sdk-py/langgraph_sdk/auth/exceptions.py +++ /dev/null @@ -1,58 +0,0 @@ -"""Exceptions used in the auth system.""" - -import http -import typing - - -class HTTPException(Exception): - """HTTP exception that you can raise to return a specific HTTP error response. - - Since this is defined in the auth module, we default to a 401 status code. - - Args: - status_code (int, optional): HTTP status code for the error. Defaults to 401 "Unauthorized". - detail (str | None, optional): Detailed error message. If None, uses a default - message based on the status code. - headers (typing.Mapping[str, str] | None, optional): Additional HTTP headers to - include in the error response. - - Example: - Default: - ```python - raise HTTPException() - # HTTPException(status_code=401, detail='Unauthorized') - ``` - - Add headers: - ```python - raise HTTPException(headers={"X-Custom-Header": "Custom Value"}) - # HTTPException(status_code=401, detail='Unauthorized', headers={"WWW-Authenticate": "Bearer"}) - ``` - - Custom error: - ```python - raise HTTPException(status_code=404, detail="Not found") - ``` - """ - - def __init__( - self, - status_code: int = 401, - detail: typing.Optional[str] = None, - headers: typing.Optional[typing.Mapping[str, str]] = None, - ) -> None: - if detail is None: - detail = http.HTTPStatus(status_code).phrase - self.status_code = status_code - self.detail = detail - self.headers = headers - - def __str__(self) -> str: - return f"{self.status_code}: {self.detail}" - - def __repr__(self) -> str: - class_name = self.__class__.__name__ - return f"{class_name}(status_code={self.status_code!r}, detail={self.detail!r})" - - -__all__ = ["HTTPException"] diff --git a/libs/sdk-py/langgraph_sdk/auth/types.py b/libs/sdk-py/langgraph_sdk/auth/types.py deleted file mode 100644 index 4fccc800d..000000000 --- a/libs/sdk-py/langgraph_sdk/auth/types.py +++ /dev/null @@ -1,1050 +0,0 @@ -"""Authentication and authorization types for LangGraph. - -This module defines the core types used for authentication, authorization, and -request handling in LangGraph. It includes user protocols, authentication contexts, -and typed dictionaries for various API operations. - -Note: - All typing.TypedDict classes use total=False to make all fields typing.Optional by default. -""" - -import functools -import sys -import typing -from collections.abc import Awaitable, Callable, Sequence -from dataclasses import dataclass -from datetime import datetime -from uuid import UUID - -import typing_extensions - -RunStatus = typing.Literal["pending", "error", "success", "timeout", "interrupted"] -"""Status of a run execution. - -Values: - - pending: Run is queued or in progress - - error: Run failed with an error - - success: Run completed successfully - - timeout: Run exceeded time limit - - interrupted: Run was manually interrupted -""" - -MultitaskStrategy = typing.Literal["reject", "rollback", "interrupt", "enqueue"] -"""Strategy for handling multiple concurrent tasks. - -Values: - - reject: Reject new tasks while one is in progress - - rollback: Cancel current task and start new one - - interrupt: Interrupt current task and start new one - - enqueue: Queue new tasks to run after current one -""" - -OnConflictBehavior = typing.Literal["raise", "do_nothing"] -"""Behavior when encountering conflicts. - -Values: - - raise: Raise an exception on conflict - - do_nothing: Silently ignore conflicts -""" - -IfNotExists = typing.Literal["create", "reject"] -"""Behavior when an entity doesn't exist. - -Values: - - create: Create the entity - - reject: Reject the operation -""" - -FilterType = typing.Union[ - typing.Dict[ - str, typing.Union[str, typing.Dict[typing.Literal["$eq", "$contains"], str]] - ], - typing.Dict[str, str], -] -"""Response type for authorization handlers. - -Supports exact matches and operators: - - Exact match shorthand: {"field": "value"} - - Exact match: {"field": {"$eq": "value"}} - - Contains: {"field": {"$contains": "value"}} - -???+ example "Examples" - Simple exact match filter for the resource owner: - ```python - filter = {"owner": "user-abcd123"} - ``` - - Explicit version of the exact match filter: - ```python - filter = {"owner": {"$eq": "user-abcd123"}} - ``` - - Containment: - ```python - filter = {"participants": {"$contains": "user-abcd123"}} - ``` - - Combining filters (treated as a logical `AND`): - ```python - filter = {"owner": "user-abcd123", "participants": {"$contains": "user-efgh456"}} - ``` -""" - -ThreadStatus = typing.Literal["idle", "busy", "interrupted", "error"] -"""Status of a thread. - -Values: - - idle: Thread is available for work - - busy: Thread is currently processing - - interrupted: Thread was interrupted - - error: Thread encountered an error -""" - -MetadataInput = typing.Dict[str, typing.Any] -"""Type for arbitrary metadata attached to entities. - -Allows storing custom key-value pairs with any entity. -Keys must be strings, values can be any JSON-serializable type. - -???+ example "Examples" - ```python - metadata = { - "created_by": "user123", - "priority": 1, - "tags": ["important", "urgent"] - } - ``` -""" - -HandlerResult = typing.Union[None, bool, FilterType] -"""The result of a handler can be: - * None | True: accept the request. - * False: reject the request with a 403 error - * FilterType: filter to apply -""" - -Handler = Callable[..., Awaitable[HandlerResult]] - -T = typing.TypeVar("T") - - -def _slotify(fn: T) -> T: - if sys.version_info >= (3, 10): # noqa: UP036 - return functools.partial(fn, slots=True) # type: ignore - return fn - - -dataclass = _slotify(dataclass) - - -@typing.runtime_checkable -class MinimalUser(typing.Protocol): - """User objects must at least expose the identity property.""" - - @property - def identity(self) -> str: - """The unique identifier for the user. - - This could be a username, email, or any other unique identifier used - to distinguish between different users in the system. - """ - ... - - -class MinimalUserDict(typing.TypedDict, total=False): - """The dictionary representation of a user.""" - - identity: typing_extensions.Required[str] - """The required unique identifier for the user.""" - display_name: str - """The typing.Optional display name for the user.""" - is_authenticated: bool - """Whether the user is authenticated. Defaults to True.""" - permissions: Sequence[str] - """A list of permissions associated with the user. - - You can use these in your `@auth.on` authorization logic to determine - access permissions to different resources. - """ - - -@typing.runtime_checkable -class BaseUser(typing.Protocol): - """The base ASGI user protocol""" - - @property - def is_authenticated(self) -> bool: - """Whether the user is authenticated.""" - ... - - @property - def display_name(self) -> str: - """The display name of the user.""" - ... - - @property - def identity(self) -> str: - """The unique identifier for the user.""" - ... - - @property - def permissions(self) -> Sequence[str]: - """The permissions associated with the user.""" - ... - - -class StudioUser: - """A user object that's populated from authenticated requests from the LangGraph studio. - - Note: Studio auth can be disabled in your `langgraph.json` config. - - ```json - { - "auth": { - "disable_studio_auth": true - } - } - ``` - - You can use `isinstance` checks in your authorization handlers (`@auth.on`) to control access specifically - for developers accessing the instance from the LangGraph Studio UI. - - ???+ example "Examples" - ```python - @auth.on - async def allow_developers(ctx: Auth.types.AuthContext, value: Any) -> None: - if isinstance(ctx.user, Auth.types.StudioUser): - return None - ... - return False - ``` - """ - - __slots__ = ("username", "_is_authenticated", "_permissions") - - def __init__(self, username: str, is_authenticated: bool = False) -> None: - self.username = username - self._is_authenticated = is_authenticated - self._permissions = ["authenticated"] if is_authenticated else [] - - @property - def is_authenticated(self) -> bool: - return self._is_authenticated - - @property - def display_name(self) -> str: - return self.username - - @property - def identity(self) -> str: - return self.username - - @property - def permissions(self) -> Sequence[str]: - return self._permissions - - -Authenticator = Callable[ - ..., - Awaitable[ - typing.Union[ - MinimalUser, str, BaseUser, MinimalUserDict, typing.Mapping[str, typing.Any] - ], - ], -] -"""Type for authentication functions. - -An authenticator can return either: -1. A string (user_id) -2. A dict containing {"identity": str, "permissions": list[str]} -3. An object with identity and permissions properties - -Permissions can be used downstream by your authorization logic to determine -access permissions to different resources. - -The authenticate decorator will automatically inject any of the following parameters -by name if they are included in your function signature: - -Parameters: - request (Request): The raw ASGI request object - body (dict): The parsed request body - path (str): The request path - method (str): The HTTP method (GET, POST, etc.) - path_params (dict[str, str] | None): URL path parameters - query_params (dict[str, str] | None): URL query parameters - headers (dict[str, bytes] | None): Request headers - authorization (str | None): The Authorization header value (e.g. "Bearer ") - -???+ example "Examples" - Basic authentication with token: - ```python - from langgraph_sdk import Auth - - auth = Auth() - - @auth.authenticate - async def authenticate1(authorization: str) -> Auth.types.MinimalUserDict: - return await get_user(authorization) - ``` - - Authentication with multiple parameters: - ``` - @auth.authenticate - async def authenticate2( - method: str, - path: str, - headers: dict[str, bytes] - ) -> Auth.types.MinimalUserDict: - # Custom auth logic using method, path and headers - user = verify_request(method, path, headers) - return user - ``` - - Accepting the raw ASGI request: - ```python - MY_SECRET = "my-secret-key" - @auth.authenticate - async def get_current_user(request: Request) -> Auth.types.MinimalUserDict: - try: - token = (request.headers.get("authorization") or "").split(" ", 1)[1] - payload = jwt.decode(token, MY_SECRET, algorithms=["HS256"]) - except (IndexError, InvalidTokenError): - raise HTTPException( - status_code=401, - detail="Invalid token", - headers={"WWW-Authenticate": "Bearer"}, - ) - - async with httpx.AsyncClient() as client: - response = await client.get( - f"https://api.myauth-provider.com/auth/v1/user", - headers={"Authorization": f"Bearer {MY_SECRET}"} - ) - if response.status_code != 200: - raise HTTPException(status_code=401, detail="User not found") - - user_data = response.json() - return { - "identity": user_data["id"], - "display_name": user_data.get("name"), - "permissions": user_data.get("permissions", []), - "is_authenticated": True, - } - ``` -""" - - -@dataclass -class BaseAuthContext: - """Base class for authentication context. - - Provides the fundamental authentication information needed for - authorization decisions. - """ - - permissions: Sequence[str] - """The permissions granted to the authenticated user.""" - - user: BaseUser - """The authenticated user.""" - - -@typing.final -@dataclass -class AuthContext(BaseAuthContext): - """Complete authentication context with resource and action information. - - Extends BaseAuthContext with specific resource and action being accessed, - allowing for fine-grained access control decisions. - """ - - resource: typing.Literal["runs", "threads", "crons", "assistants", "store"] - """The resource being accessed.""" - - action: typing.Literal[ - "create", - "read", - "update", - "delete", - "search", - "create_run", - "put", - "get", - "list_namespaces", - ] - """The action being performed on the resource. - - Most resources support the following actions: - - create: Create a new resource - - read: Read information about a resource - - update: Update an existing resource - - delete: Delete a resource - - search: Search for resources - - The store supports the following actions: - - put: Add or update a document in the store - - get: Get a document from the store - - list_namespaces: List the namespaces in the store - """ - - -class ThreadsCreate(typing.TypedDict, total=False): - """Parameters for creating a new thread. - - ???+ example "Examples" - ```python - create_params = { - "thread_id": UUID("123e4567-e89b-12d3-a456-426614174000"), - "metadata": {"owner": "user123"}, - "if_exists": "do_nothing" - } - ``` - """ - - thread_id: UUID - """Unique identifier for the thread.""" - - metadata: MetadataInput - """typing.Optional metadata to attach to the thread.""" - - if_exists: OnConflictBehavior - """Behavior when a thread with the same ID already exists.""" - - -class ThreadsRead(typing.TypedDict, total=False): - """Parameters for reading thread state or run information. - - This type is used in three contexts: - 1. Reading thread, thread version, or thread state information: Only thread_id is provided - 2. Reading run information: Both thread_id and run_id are provided - """ - - thread_id: UUID - """Unique identifier for the thread.""" - - run_id: typing.Optional[UUID] - """Run ID to filter by. Only used when reading run information within a thread.""" - - -class ThreadsUpdate(typing.TypedDict, total=False): - """Parameters for updating a thread or run. - - Called for updates to a thread, thread version, or run - cancellation. - """ - - thread_id: UUID - """Unique identifier for the thread.""" - - metadata: MetadataInput - """typing.Optional metadata to update.""" - - action: typing.Optional[typing.Literal["interrupt", "rollback"]] - """typing.Optional action to perform on the thread.""" - - -class ThreadsDelete(typing.TypedDict, total=False): - """Parameters for deleting a thread. - - Called for deletes to a thread, thread version, or run - """ - - thread_id: UUID - """Unique identifier for the thread.""" - - run_id: typing.Optional[UUID] - """typing.Optional run ID to filter by.""" - - -class ThreadsSearch(typing.TypedDict, total=False): - """Parameters for searching threads. - - Called for searches to threads or runs. - """ - - metadata: MetadataInput - """typing.Optional metadata to filter by.""" - - values: MetadataInput - """typing.Optional values to filter by.""" - - status: typing.Optional[ThreadStatus] - """typing.Optional status to filter by.""" - - limit: int - """Maximum number of results to return.""" - - offset: int - """Offset for pagination.""" - - thread_id: typing.Optional[UUID] - """typing.Optional thread ID to filter by.""" - - -class RunsCreate(typing.TypedDict, total=False): - """Payload for creating a run. - - ???+ example "Examples" - ```python - create_params = { - "assistant_id": UUID("123e4567-e89b-12d3-a456-426614174000"), - "thread_id": UUID("123e4567-e89b-12d3-a456-426614174001"), - "run_id": UUID("123e4567-e89b-12d3-a456-426614174002"), - "status": "pending", - "metadata": {"owner": "user123"}, - "prevent_insert_if_inflight": True, - "multitask_strategy": "reject", - "if_not_exists": "create", - "after_seconds": 10, - "kwargs": {"key": "value"}, - "action": "interrupt" - } - ``` - """ - - assistant_id: typing.Optional[UUID] - """typing.Optional assistant ID to use for this run.""" - - thread_id: typing.Optional[UUID] - """typing.Optional thread ID to use for this run.""" - - run_id: typing.Optional[UUID] - """typing.Optional run ID to use for this run.""" - - status: typing.Optional[RunStatus] - """typing.Optional status for this run.""" - - metadata: MetadataInput - """typing.Optional metadata for the run.""" - - prevent_insert_if_inflight: bool - """Prevent inserting a new run if one is already in flight.""" - - multitask_strategy: MultitaskStrategy - """Multitask strategy for this run.""" - - if_not_exists: IfNotExists - """IfNotExists for this run.""" - - after_seconds: int - """Number of seconds to wait before creating the run.""" - - kwargs: typing.Dict[str, typing.Any] - """Keyword arguments to pass to the run.""" - - action: typing.Optional[typing.Literal["interrupt", "rollback"]] - """Action to take if updating an existing run.""" - - -class AssistantsCreate(typing.TypedDict, total=False): - """Payload for creating an assistant. - - ???+ example "Examples" - ```python - create_params = { - "assistant_id": UUID("123e4567-e89b-12d3-a456-426614174000"), - "graph_id": "graph123", - "config": {"key": "value"}, - "metadata": {"owner": "user123"}, - "if_exists": "do_nothing", - "name": "Assistant 1" - } - ``` - """ - - assistant_id: UUID - """Unique identifier for the assistant.""" - - graph_id: str - """Graph ID to use for this assistant.""" - - config: typing.Optional[typing.Union[typing.Dict[str, typing.Any], typing.Any]] - """typing.Optional configuration for the assistant.""" - - metadata: MetadataInput - """typing.Optional metadata to attach to the assistant.""" - - if_exists: OnConflictBehavior - """Behavior when an assistant with the same ID already exists.""" - - name: str - """Name of the assistant.""" - - -class AssistantsRead(typing.TypedDict, total=False): - """Payload for reading an assistant. - - ???+ example "Examples" - ```python - read_params = { - "assistant_id": UUID("123e4567-e89b-12d3-a456-426614174000"), - "metadata": {"owner": "user123"} - } - ``` - """ - - assistant_id: UUID - """Unique identifier for the assistant.""" - - metadata: MetadataInput - """typing.Optional metadata to filter by.""" - - -class AssistantsUpdate(typing.TypedDict, total=False): - """Payload for updating an assistant. - - ???+ example "Examples" - ```python - update_params = { - "assistant_id": UUID("123e4567-e89b-12d3-a456-426614174000"), - "graph_id": "graph123", - "config": {"key": "value"}, - "metadata": {"owner": "user123"}, - "name": "Assistant 1", - "version": 1 - } - ``` - """ - - assistant_id: UUID - """Unique identifier for the assistant.""" - - graph_id: typing.Optional[str] - """typing.Optional graph ID to update.""" - - config: typing.Optional[typing.Union[typing.Dict[str, typing.Any], typing.Any]] - """typing.Optional configuration to update.""" - - metadata: MetadataInput - """typing.Optional metadata to update.""" - - name: typing.Optional[str] - """typing.Optional name to update.""" - - version: typing.Optional[int] - """typing.Optional version to update.""" - - -class AssistantsDelete(typing.TypedDict): - """Payload for deleting an assistant. - - ???+ example "Examples" - ```python - delete_params = { - "assistant_id": UUID("123e4567-e89b-12d3-a456-426614174000") - } - ``` - """ - - assistant_id: UUID - """Unique identifier for the assistant.""" - - -class AssistantsSearch(typing.TypedDict): - """Payload for searching assistants. - - ???+ example "Examples" - ```python - search_params = { - "graph_id": "graph123", - "metadata": {"owner": "user123"}, - "limit": 10, - "offset": 0 - } - ``` - """ - - graph_id: typing.Optional[str] - """typing.Optional graph ID to filter by.""" - - metadata: MetadataInput - """typing.Optional metadata to filter by.""" - - limit: int - """Maximum number of results to return.""" - - offset: int - """Offset for pagination.""" - - -class CronsCreate(typing.TypedDict, total=False): - """Payload for creating a cron job. - - ???+ example "Examples" - ```python - create_params = { - "payload": {"key": "value"}, - "schedule": "0 0 * * *", - "cron_id": UUID("123e4567-e89b-12d3-a456-426614174000"), - "thread_id": UUID("123e4567-e89b-12d3-a456-426614174001"), - "user_id": "user123", - "end_time": datetime(2024, 3, 16, 10, 0, 0) - } - ``` - """ - - payload: typing.Dict[str, typing.Any] - """Payload for the cron job.""" - - schedule: str - """Schedule for the cron job.""" - - cron_id: typing.Optional[UUID] - """typing.Optional unique identifier for the cron job.""" - - thread_id: typing.Optional[UUID] - """typing.Optional thread ID to use for this cron job.""" - - user_id: typing.Optional[str] - """typing.Optional user ID to use for this cron job.""" - - end_time: typing.Optional[datetime] - """typing.Optional end time for the cron job.""" - - -class CronsDelete(typing.TypedDict): - """Payload for deleting a cron job. - - ???+ example "Examples" - ```python - delete_params = { - "cron_id": UUID("123e4567-e89b-12d3-a456-426614174000") - } - ``` - """ - - cron_id: UUID - """Unique identifier for the cron job.""" - - -class CronsRead(typing.TypedDict): - """Payload for reading a cron job. - - ???+ example "Examples" - ```python - read_params = { - "cron_id": UUID("123e4567-e89b-12d3-a456-426614174000") - } - ``` - """ - - cron_id: UUID - """Unique identifier for the cron job.""" - - -class CronsUpdate(typing.TypedDict, total=False): - """Payload for updating a cron job. - - ???+ example "Examples" - ```python - update_params = { - "cron_id": UUID("123e4567-e89b-12d3-a456-426614174000"), - "payload": {"key": "value"}, - "schedule": "0 0 * * *" - } - ``` - """ - - cron_id: UUID - """Unique identifier for the cron job.""" - - payload: typing.Optional[typing.Dict[str, typing.Any]] - """typing.Optional payload to update.""" - - schedule: typing.Optional[str] - """typing.Optional schedule to update.""" - - -class CronsSearch(typing.TypedDict, total=False): - """Payload for searching cron jobs. - - ???+ example "Examples" - ```python - search_params = { - "assistant_id": UUID("123e4567-e89b-12d3-a456-426614174000"), - "thread_id": UUID("123e4567-e89b-12d3-a456-426614174001"), - "limit": 10, - "offset": 0 - } - ``` - """ - - assistant_id: typing.Optional[UUID] - """typing.Optional assistant ID to filter by.""" - - thread_id: typing.Optional[UUID] - """typing.Optional thread ID to filter by.""" - - limit: int - """Maximum number of results to return.""" - - offset: int - """Offset for pagination.""" - - -class StoreGet(typing.TypedDict): - """Operation to retrieve a specific item by its namespace and key.""" - - namespace: tuple[str, ...] - """Hierarchical path that uniquely identifies the item's location.""" - - key: str - """Unique identifier for the item within its specific namespace.""" - - -class StoreSearch(typing.TypedDict): - """Operation to search for items within a specified namespace hierarchy.""" - - namespace: tuple[str, ...] - """Prefix filter for defining the search scope.""" - - filter: typing.Optional[dict[str, typing.Any]] - """Key-value pairs for filtering results based on exact matches or comparison operators.""" - - limit: int - """Maximum number of items to return in the search results.""" - - offset: int - """Number of matching items to skip for pagination.""" - - query: typing.Optional[str] - """Naturalj language search query for semantic search capabilities.""" - - -class StoreListNamespaces(typing.TypedDict): - """Operation to list and filter namespaces in the store.""" - - namespace: typing.Optional[tuple[str, ...]] - """Prefix filter namespaces.""" - - suffix: typing.Optional[tuple[str, ...]] - """Optional conditions for filtering namespaces.""" - - max_depth: typing.Optional[int] - """Maximum depth of namespace hierarchy to return. - - Note: - Namespaces deeper than this level will be truncated. - """ - - limit: int - """Maximum number of namespaces to return.""" - - offset: int - """Number of namespaces to skip for pagination.""" - - -class StorePut(typing.TypedDict): - """Operation to store, update, or delete an item in the store.""" - - namespace: tuple[str, ...] - """Hierarchical path that identifies the location of the item.""" - - key: str - """Unique identifier for the item within its namespace.""" - - value: typing.Optional[dict[str, typing.Any]] - """The data to store, or None to mark the item for deletion.""" - - index: typing.Optional[typing.Union[typing.Literal[False], list[str]]] - """Optional index configuration for full-text search.""" - - -class StoreDelete(typing.TypedDict): - """Operation to delete an item from the store.""" - - namespace: tuple[str, ...] - """Hierarchical path that uniquely identifies the item's location.""" - - key: str - """Unique identifier for the item within its specific namespace.""" - - -class on: - """Namespace for type definitions of different API operations. - - This class organizes type definitions for create, read, update, delete, - and search operations across different resources (threads, assistants, crons). - - ???+ note "Usage" - ```python - from langgraph_sdk import Auth - - auth = Auth() - - @auth.on - def handle_all(params: Auth.on.value): - raise Exception("Not authorized") - - @auth.on.threads.create - def handle_thread_create(params: Auth.on.threads.create.value): - # Handle thread creation - pass - - @auth.on.assistants.search - def handle_assistant_search(params: Auth.on.assistants.search.value): - # Handle assistant search - pass - ``` - """ - - value = typing.Dict[str, typing.Any] - - class threads: - """Types for thread-related operations.""" - - value = typing.Union[ - ThreadsCreate, ThreadsRead, ThreadsUpdate, ThreadsDelete, ThreadsSearch - ] - - class create: - """Type for thread creation parameters.""" - - value = ThreadsCreate - - class create_run: - """Type for creating or streaming a run.""" - - value = RunsCreate - - class read: - """Type for thread read parameters.""" - - value = ThreadsRead - - class update: - """Type for thread update parameters.""" - - value = ThreadsUpdate - - class delete: - """Type for thread deletion parameters.""" - - value = ThreadsDelete - - class search: - """Type for thread search parameters.""" - - value = ThreadsSearch - - class assistants: - """Types for assistant-related operations.""" - - value = typing.Union[ - AssistantsCreate, - AssistantsRead, - AssistantsUpdate, - AssistantsDelete, - AssistantsSearch, - ] - - class create: - """Type for assistant creation parameters.""" - - value = AssistantsCreate - - class read: - """Type for assistant read parameters.""" - - value = AssistantsRead - - class update: - """Type for assistant update parameters.""" - - value = AssistantsUpdate - - class delete: - """Type for assistant deletion parameters.""" - - value = AssistantsDelete - - class search: - """Type for assistant search parameters.""" - - value = AssistantsSearch - - class crons: - """Types for cron-related operations.""" - - value = typing.Union[ - CronsCreate, CronsRead, CronsUpdate, CronsDelete, CronsSearch - ] - - class create: - """Type for cron creation parameters.""" - - value = CronsCreate - - class read: - """Type for cron read parameters.""" - - value = CronsRead - - class update: - """Type for cron update parameters.""" - - value = CronsUpdate - - class delete: - """Type for cron deletion parameters.""" - - value = CronsDelete - - class search: - """Type for cron search parameters.""" - - value = CronsSearch - - class store: - """Types for store-related operations.""" - - value = typing.Union[ - StoreGet, StoreSearch, StoreListNamespaces, StorePut, StoreDelete - ] - - class put: - """Type for store put parameters.""" - - value = StorePut - - class get: - """Type for store get parameters.""" - - value = StoreGet - - class search: - """Type for store search parameters.""" - - value = StoreSearch - - class delete: - """Type for store delete parameters.""" - - value = StoreDelete - - class list_namespaces: - """Type for store list namespaces parameters.""" - - value = StoreListNamespaces - - -__all__ = [ - "on", - "MetadataInput", - "RunsCreate", - "ThreadsCreate", - "ThreadsRead", - "ThreadsUpdate", - "ThreadsDelete", - "ThreadsSearch", - "AssistantsCreate", - "AssistantsRead", - "AssistantsUpdate", - "AssistantsDelete", - "AssistantsSearch", - "StoreGet", - "StoreSearch", - "StoreListNamespaces", - "StorePut", - "StoreDelete", -] diff --git a/libs/sdk-py/langgraph_sdk/client.py b/libs/sdk-py/langgraph_sdk/client.py deleted file mode 100644 index 27c3f6f94..000000000 --- a/libs/sdk-py/langgraph_sdk/client.py +++ /dev/null @@ -1,4461 +0,0 @@ -"""The LangGraph client implementations connect to the LangGraph API. - -This module provides both asynchronous (LangGraphClient) and synchronous (SyncLanggraphClient) -clients to interacting with the LangGraph API's core resources such as -Assistants, Threads, Runs, and Cron jobs, as well as its persistent -document Store. -""" - -from __future__ import annotations - -import asyncio -import logging -import os -import sys -from typing import ( - Any, - AsyncIterator, - Dict, - Iterator, - List, - Literal, - Optional, - Sequence, - Union, - overload, -) - -import httpx -import orjson -from httpx._types import QueryParamTypes - -import langgraph_sdk -from langgraph_sdk.schema import ( - All, - Assistant, - AssistantVersion, - CancelAction, - Checkpoint, - Command, - Config, - Cron, - DisconnectMode, - GraphSchema, - IfNotExists, - Item, - Json, - ListNamespaceResponse, - MultitaskStrategy, - OnCompletionBehavior, - OnConflictBehavior, - Run, - RunCreate, - RunStatus, - SearchItemsResponse, - StreamMode, - StreamPart, - Subgraphs, - Thread, - ThreadState, - ThreadStatus, - ThreadUpdateStateResponse, -) -from langgraph_sdk.sse import SSEDecoder, aiter_lines_raw, iter_lines_raw - -logger = logging.getLogger(__name__) - - -RESERVED_HEADERS = ("x-api-key",) - - -def _get_api_key(api_key: Optional[str] = None) -> Optional[str]: - """Get the API key from the environment. - Precedence: - 1. explicit argument - 2. LANGGRAPH_API_KEY - 3. LANGSMITH_API_KEY - 4. LANGCHAIN_API_KEY - """ - if api_key: - return api_key - for prefix in ["LANGGRAPH", "LANGSMITH", "LANGCHAIN"]: - if env := os.getenv(f"{prefix}_API_KEY"): - return env.strip().strip('"').strip("'") - return None # type: ignore - - -def get_headers( - api_key: Optional[str], custom_headers: Optional[dict[str, str]] -) -> dict[str, str]: - """Combine api_key and custom user-provided headers.""" - custom_headers = custom_headers or {} - for header in RESERVED_HEADERS: - if header in custom_headers: - raise ValueError(f"Cannot set reserved header '{header}'") - - headers = { - "User-Agent": f"langgraph-sdk-py/{langgraph_sdk.__version__}", - **custom_headers, - } - api_key = _get_api_key(api_key) - if api_key: - headers["x-api-key"] = api_key - - return headers - - -def orjson_default(obj: Any) -> Any: - if hasattr(obj, "model_dump") and callable(obj.model_dump): - return obj.model_dump() - elif hasattr(obj, "dict") and callable(obj.dict): - return obj.dict() - elif isinstance(obj, (set, frozenset)): - return list(obj) - else: - raise TypeError(f"Object of type {type(obj)} is not JSON serializable") - - -def get_client( - *, - url: Optional[str] = None, - api_key: Optional[str] = None, - headers: Optional[dict[str, str]] = None, -) -> LangGraphClient: - """Get a LangGraphClient instance. - - Args: - url: The URL of the LangGraph API. - api_key: The API key. If not provided, it will be read from the environment. - Precedence: - 1. explicit argument - 2. LANGGRAPH_API_KEY - 3. LANGSMITH_API_KEY - 4. LANGCHAIN_API_KEY - headers: Optional custom headers - - Returns: - LangGraphClient: The top-level client for accessing AssistantsClient, - ThreadsClient, RunsClient, and CronClient. - - Example: - - from langgraph_sdk import get_client - - # get top-level LangGraphClient - client = get_client(url="http://localhost:8123") - - # example usage: client..() - assistants = await client.assistants.get(assistant_id="some_uuid") - """ - - transport: Optional[httpx.AsyncBaseTransport] = None - if url is None: - if os.environ.get("__LANGGRAPH_DEFER_LOOPBACK_TRANSPORT") == "true": - transport = httpx.ASGITransport(app=None, root_path="/noauth") - _registered_transports.append(transport) - url = "http://api" - else: - try: - from langgraph_api.server import app # type: ignore - - url = "http://api" - transport = httpx.ASGITransport(app, root_path="/noauth") - except Exception: - url = "http://localhost:8123" - - if transport is None: - transport = httpx.AsyncHTTPTransport(retries=5) - - client = httpx.AsyncClient( - base_url=url, - transport=transport, - timeout=httpx.Timeout(connect=5, read=300, write=300, pool=5), - headers=get_headers(api_key, headers), - ) - return LangGraphClient(client) - - -class LangGraphClient: - """Top-level client for LangGraph API. - - Attributes: - assistants: Manages versioned configuration for your graphs. - threads: Handles (potentially) multi-turn interactions, such as conversational threads. - runs: Controls individual invocations of the graph. - crons: Manages scheduled operations. - store: Interfaces with persistent, shared data storage. - """ - - def __init__(self, client: httpx.AsyncClient) -> None: - self.http = HttpClient(client) - self.assistants = AssistantsClient(self.http) - self.threads = ThreadsClient(self.http) - self.runs = RunsClient(self.http) - self.crons = CronClient(self.http) - self.store = StoreClient(self.http) - - -class HttpClient: - """Handle async requests to the LangGraph API. - - Adds additional error messaging & content handling above the - provided httpx client. - - Attributes: - client (httpx.AsyncClient): Underlying HTTPX async client. - """ - - def __init__(self, client: httpx.AsyncClient) -> None: - self.client = client - - async def get(self, path: str, *, params: Optional[QueryParamTypes] = None) -> Any: - """Send a GET request.""" - r = await self.client.get(path, params=params) - try: - r.raise_for_status() - except httpx.HTTPStatusError as e: - body = (await r.aread()).decode() - if sys.version_info >= (3, 11): - e.add_note(body) - else: - logger.error(f"Error from langgraph-api: {body}", exc_info=e) - raise e - return await adecode_json(r) - - async def post(self, path: str, *, json: Optional[dict]) -> Any: - """Send a POST request.""" - if json is not None: - headers, content = await aencode_json(json) - else: - headers, content = {}, b"" - r = await self.client.post(path, headers=headers, content=content) - try: - r.raise_for_status() - except httpx.HTTPStatusError as e: - body = (await r.aread()).decode() - if sys.version_info >= (3, 11): - e.add_note(body) - else: - logger.error(f"Error from langgraph-api: {body}", exc_info=e) - raise e - return await adecode_json(r) - - async def put(self, path: str, *, json: dict) -> Any: - """Send a PUT request.""" - headers, content = await aencode_json(json) - r = await self.client.put(path, headers=headers, content=content) - try: - r.raise_for_status() - except httpx.HTTPStatusError as e: - body = (await r.aread()).decode() - if sys.version_info >= (3, 11): - e.add_note(body) - else: - logger.error(f"Error from langgraph-api: {body}", exc_info=e) - raise e - return await adecode_json(r) - - async def patch(self, path: str, *, json: dict) -> Any: - """Send a PATCH request.""" - headers, content = await aencode_json(json) - r = await self.client.patch(path, headers=headers, content=content) - try: - r.raise_for_status() - except httpx.HTTPStatusError as e: - body = (await r.aread()).decode() - if sys.version_info >= (3, 11): - e.add_note(body) - else: - logger.error(f"Error from langgraph-api: {body}", exc_info=e) - raise e - return await adecode_json(r) - - async def delete(self, path: str, *, json: Optional[Any] = None) -> None: - """Send a DELETE request.""" - r = await self.client.request("DELETE", path, json=json) - try: - r.raise_for_status() - except httpx.HTTPStatusError as e: - body = (await r.aread()).decode() - if sys.version_info >= (3, 11): - e.add_note(body) - else: - logger.error(f"Error from langgraph-api: {body}", exc_info=e) - raise e - - async def stream( - self, - path: str, - method: str, - *, - json: Optional[dict] = None, - params: Optional[QueryParamTypes] = None, - ) -> AsyncIterator[StreamPart]: - """Stream results using SSE.""" - headers, content = await aencode_json(json) - headers["Accept"] = "text/event-stream" - headers["Cache-Control"] = "no-store" - - async with self.client.stream( - method, path, headers=headers, content=content, params=params - ) as res: - # check status - try: - res.raise_for_status() - except httpx.HTTPStatusError as e: - body = (await res.aread()).decode() - if sys.version_info >= (3, 11): - e.add_note(body) - else: - logger.error(f"Error from langgraph-api: {body}", exc_info=e) - raise e - # check content type - content_type = res.headers.get("content-type", "").partition(";")[0] - if "text/event-stream" not in content_type: - raise httpx.TransportError( - "Expected response header Content-Type to contain 'text/event-stream', " - f"got {content_type!r}" - ) - # parse SSE - decoder = SSEDecoder() - async for line in aiter_lines_raw(res): - sse = decoder.decode(line=line.rstrip(b"\n")) - if sse is not None: - yield sse - - -async def aencode_json(json: Any) -> tuple[dict[str, str], bytes]: - if json is None: - return {}, None - body = await asyncio.get_running_loop().run_in_executor( - None, - orjson.dumps, - json, - orjson_default, - orjson.OPT_SERIALIZE_NUMPY | orjson.OPT_NON_STR_KEYS, - ) - content_length = str(len(body)) - content_type = "application/json" - headers = {"Content-Length": content_length, "Content-Type": content_type} - return headers, body - - -async def adecode_json(r: httpx.Response) -> Any: - body = await r.aread() - return ( - await asyncio.get_running_loop().run_in_executor(None, orjson.loads, body) - if body - else None - ) - - -class AssistantsClient: - """Client for managing assistants in LangGraph. - - This class provides methods to interact with assistants, - which are versioned configurations of your graph. - - Example: - - client = get_client() - assistant = await client.assistants.get("assistant_id_123") - """ - - def __init__(self, http: HttpClient) -> None: - self.http = http - - async def get(self, assistant_id: str) -> Assistant: - """Get an assistant by ID. - - Args: - assistant_id: The ID of the assistant to get. - - Returns: - Assistant: Assistant Object. - - Example Usage: - - assistant = await client.assistants.get( - assistant_id="my_assistant_id" - ) - print(assistant) - - ---------------------------------------------------- - - { - 'assistant_id': 'my_assistant_id', - 'graph_id': 'agent', - 'created_at': '2024-06-25T17:10:33.109781+00:00', - 'updated_at': '2024-06-25T17:10:33.109781+00:00', - 'config': {}, - 'metadata': {'created_by': 'system'} - } - - """ # noqa: E501 - return await self.http.get(f"/assistants/{assistant_id}") - - async def get_graph( - self, assistant_id: str, *, xray: Union[int, bool] = False - ) -> dict[str, list[dict[str, Any]]]: - """Get the graph of an assistant by ID. - - Args: - assistant_id: The ID of the assistant to get the graph of. - xray: Include graph representation of subgraphs. If an integer value is provided, only subgraphs with a depth less than or equal to the value will be included. - - Returns: - Graph: The graph information for the assistant in JSON format. - - Example Usage: - - graph_info = await client.assistants.get_graph( - assistant_id="my_assistant_id" - ) - print(graph_info) - - -------------------------------------------------------------------------------------------------------------------------- - - { - 'nodes': - [ - {'id': '__start__', 'type': 'schema', 'data': '__start__'}, - {'id': '__end__', 'type': 'schema', 'data': '__end__'}, - {'id': 'agent','type': 'runnable','data': {'id': ['langgraph', 'utils', 'RunnableCallable'],'name': 'agent'}}, - ], - 'edges': - [ - {'source': '__start__', 'target': 'agent'}, - {'source': 'agent','target': '__end__'} - ] - } - - - """ # noqa: E501 - return await self.http.get( - f"/assistants/{assistant_id}/graph", params={"xray": xray} - ) - - async def get_schemas(self, assistant_id: str) -> GraphSchema: - """Get the schemas of an assistant by ID. - - Args: - assistant_id: The ID of the assistant to get the schema of. - - Returns: - GraphSchema: The graph schema for the assistant. - - Example Usage: - - schema = await client.assistants.get_schemas( - assistant_id="my_assistant_id" - ) - print(schema) - - ---------------------------------------------------------------------------------------------------------------------------- - - { - 'graph_id': 'agent', - 'state_schema': - { - 'title': 'LangGraphInput', - '$ref': '#/definitions/AgentState', - 'definitions': - { - 'BaseMessage': - { - 'title': 'BaseMessage', - 'description': 'Base abstract Message class. Messages are the inputs and outputs of ChatModels.', - 'type': 'object', - 'properties': - { - 'content': - { - 'title': 'Content', - 'anyOf': [ - {'type': 'string'}, - {'type': 'array','items': {'anyOf': [{'type': 'string'}, {'type': 'object'}]}} - ] - }, - 'additional_kwargs': - { - 'title': 'Additional Kwargs', - 'type': 'object' - }, - 'response_metadata': - { - 'title': 'Response Metadata', - 'type': 'object' - }, - 'type': - { - 'title': 'Type', - 'type': 'string' - }, - 'name': - { - 'title': 'Name', - 'type': 'string' - }, - 'id': - { - 'title': 'Id', - 'type': 'string' - } - }, - 'required': ['content', 'type'] - }, - 'AgentState': - { - 'title': 'AgentState', - 'type': 'object', - 'properties': - { - 'messages': - { - 'title': 'Messages', - 'type': 'array', - 'items': {'$ref': '#/definitions/BaseMessage'} - } - }, - 'required': ['messages'] - } - } - }, - 'config_schema': - { - 'title': 'Configurable', - 'type': 'object', - 'properties': - { - 'model_name': - { - 'title': 'Model Name', - 'enum': ['anthropic', 'openai'], - 'type': 'string' - } - } - } - } - - """ # noqa: E501 - return await self.http.get(f"/assistants/{assistant_id}/schemas") - - async def get_subgraphs( - self, assistant_id: str, namespace: Optional[str] = None, recurse: bool = False - ) -> Subgraphs: - """Get the schemas of an assistant by ID. - - Args: - assistant_id: The ID of the assistant to get the schema of. - - Returns: - Subgraphs: The graph schema for the assistant. - - """ # noqa: E501 - if namespace is not None: - return await self.http.get( - f"/assistants/{assistant_id}/subgraphs/{namespace}", - params={"recurse": recurse}, - ) - else: - return await self.http.get( - f"/assistants/{assistant_id}/subgraphs", - params={"recurse": recurse}, - ) - - async def create( - self, - graph_id: Optional[str], - config: Optional[Config] = None, - *, - metadata: Json = None, - assistant_id: Optional[str] = None, - if_exists: Optional[OnConflictBehavior] = None, - name: Optional[str] = None, - ) -> Assistant: - """Create a new assistant. - - Useful when graph is configurable and you want to create different assistants based on different configurations. - - Args: - graph_id: The ID of the graph the assistant should use. The graph ID is normally set in your langgraph.json configuration. - config: Configuration to use for the graph. - metadata: Metadata to add to assistant. - assistant_id: Assistant ID to use, will default to a random UUID if not provided. - if_exists: How to handle duplicate creation. Defaults to 'raise' under the hood. - Must be either 'raise' (raise error if duplicate), or 'do_nothing' (return existing assistant). - name: The name of the assistant. Defaults to 'Untitled' under the hood. - - Returns: - Assistant: The created assistant. - - Example Usage: - - assistant = await client.assistants.create( - graph_id="agent", - config={"configurable": {"model_name": "openai"}}, - metadata={"number":1}, - assistant_id="my-assistant-id", - if_exists="do_nothing", - name="my_name" - ) - """ # noqa: E501 - payload: Dict[str, Any] = { - "graph_id": graph_id, - } - if config: - payload["config"] = config - if metadata: - payload["metadata"] = metadata - if assistant_id: - payload["assistant_id"] = assistant_id - if if_exists: - payload["if_exists"] = if_exists - if name: - payload["name"] = name - return await self.http.post("/assistants", json=payload) - - async def update( - self, - assistant_id: str, - *, - graph_id: Optional[str] = None, - config: Optional[Config] = None, - metadata: Json = None, - name: Optional[str] = None, - ) -> Assistant: - """Update an assistant. - - Use this to point to a different graph, update the configuration, or change the metadata of an assistant. - - Args: - assistant_id: Assistant to update. - graph_id: The ID of the graph the assistant should use. - The graph ID is normally set in your langgraph.json configuration. If None, assistant will keep pointing to same graph. - config: Configuration to use for the graph. - metadata: Metadata to merge with existing assistant metadata. - name: The new name for the assistant. - - Returns: - Assistant: The updated assistant. - - Example Usage: - - assistant = await client.assistants.update( - assistant_id='e280dad7-8618-443f-87f1-8e41841c180f', - graph_id="other-graph", - config={"configurable": {"model_name": "anthropic"}}, - metadata={"number":2} - ) - - """ # noqa: E501 - payload: Dict[str, Any] = {} - if graph_id: - payload["graph_id"] = graph_id - if config: - payload["config"] = config - if metadata: - payload["metadata"] = metadata - if name: - payload["name"] = name - return await self.http.patch( - f"/assistants/{assistant_id}", - json=payload, - ) - - async def delete( - self, - assistant_id: str, - ) -> None: - """Delete an assistant. - - Args: - assistant_id: The assistant ID to delete. - - Returns: - None - - Example Usage: - - await client.assistants.delete( - assistant_id="my_assistant_id" - ) - - """ # noqa: E501 - await self.http.delete(f"/assistants/{assistant_id}") - - async def search( - self, - *, - metadata: Json = None, - graph_id: Optional[str] = None, - limit: int = 10, - offset: int = 0, - ) -> list[Assistant]: - """Search for assistants. - - Args: - metadata: Metadata to filter by. Exact match filter for each KV pair. - graph_id: The ID of the graph to filter by. - The graph ID is normally set in your langgraph.json configuration. - limit: The maximum number of results to return. - offset: The number of results to skip. - - Returns: - list[Assistant]: A list of assistants. - - Example Usage: - - assistants = await client.assistants.search( - metadata = {"name":"my_name"}, - graph_id="my_graph_id", - limit=5, - offset=5 - ) - """ - payload: Dict[str, Any] = { - "limit": limit, - "offset": offset, - } - if metadata: - payload["metadata"] = metadata - if graph_id: - payload["graph_id"] = graph_id - return await self.http.post( - "/assistants/search", - json=payload, - ) - - async def get_versions( - self, - assistant_id: str, - metadata: Json = None, - limit: int = 10, - offset: int = 0, - ) -> list[AssistantVersion]: - """List all versions of an assistant. - - Args: - assistant_id: The assistant ID to get versions for. - metadata: Metadata to filter versions by. Exact match filter for each KV pair. - limit: The maximum number of versions to return. - offset: The number of versions to skip. - - Returns: - list[Assistant]: A list of assistants. - - Example Usage: - - assistant_versions = await client.assistants.get_versions( - assistant_id="my_assistant_id" - ) - - """ # noqa: E501 - - payload: Dict[str, Any] = { - "limit": limit, - "offset": offset, - } - if metadata: - payload["metadata"] = metadata - return await self.http.post( - f"/assistants/{assistant_id}/versions", json=payload - ) - - async def set_latest(self, assistant_id: str, version: int) -> Assistant: - """Change the version of an assistant. - - Args: - assistant_id: The assistant ID to delete. - version: The version to change to. - - Returns: - Assistant: Assistant Object. - - Example Usage: - - new_version_assistant = await client.assistants.set_latest( - assistant_id="my_assistant_id", - version=3 - ) - - """ # noqa: E501 - - payload: Dict[str, Any] = {"version": version} - - return await self.http.post(f"/assistants/{assistant_id}/latest", json=payload) - - -class ThreadsClient: - """Client for managing threads in LangGraph. - - A thread maintains the state of a graph across multiple interactions/invocations (aka runs). - It accumulates and persists the graph's state, allowing for continuity between separate - invocations of the graph. - - Example: - - client = get_client() - new_thread = await client.threads.create(metadata={"user_id": "123"}) - """ - - def __init__(self, http: HttpClient) -> None: - self.http = http - - async def get(self, thread_id: str) -> Thread: - """Get a thread by ID. - - Args: - thread_id: The ID of the thread to get. - - Returns: - Thread: Thread object. - - Example Usage: - - thread = await client.threads.get( - thread_id="my_thread_id" - ) - print(thread) - - ----------------------------------------------------- - - { - 'thread_id': 'my_thread_id', - 'created_at': '2024-07-18T18:35:15.540834+00:00', - 'updated_at': '2024-07-18T18:35:15.540834+00:00', - 'metadata': {'graph_id': 'agent'} - } - - """ # noqa: E501 - - return await self.http.get(f"/threads/{thread_id}") - - async def create( - self, - *, - metadata: Json = None, - thread_id: Optional[str] = None, - if_exists: Optional[OnConflictBehavior] = None, - ) -> Thread: - """Create a new thread. - - Args: - metadata: Metadata to add to thread. - thread_id: ID of thread. - If None, ID will be a randomly generated UUID. - if_exists: How to handle duplicate creation. Defaults to 'raise' under the hood. - Must be either 'raise' (raise error if duplicate), or 'do_nothing' (return existing thread). - - Returns: - Thread: The created thread. - - Example Usage: - - thread = await client.threads.create( - metadata={"number":1}, - thread_id="my-thread-id", - if_exists="raise" - ) - """ # noqa: E501 - payload: Dict[str, Any] = {} - if thread_id: - payload["thread_id"] = thread_id - if metadata: - payload["metadata"] = metadata - if if_exists: - payload["if_exists"] = if_exists - return await self.http.post("/threads", json=payload) - - async def update(self, thread_id: str, *, metadata: dict[str, Any]) -> Thread: - """Update a thread. - - Args: - thread_id: ID of thread to update. - metadata: Metadata to merge with existing thread metadata. - - Returns: - Thread: The created thread. - - Example Usage: - - thread = await client.threads.update( - thread_id="my-thread-id", - metadata={"number":1}, - ) - """ # noqa: E501 - return await self.http.patch( - f"/threads/{thread_id}", json={"metadata": metadata} - ) - - async def delete(self, thread_id: str) -> None: - """Delete a thread. - - Args: - thread_id: The ID of the thread to delete. - - Returns: - None - - Example Usage: - - await client.threads.delete( - thread_id="my_thread_id" - ) - - """ # noqa: E501 - await self.http.delete(f"/threads/{thread_id}") - - async def search( - self, - *, - metadata: Json = None, - values: Json = None, - status: Optional[ThreadStatus] = None, - limit: int = 10, - offset: int = 0, - ) -> list[Thread]: - """Search for threads. - - Args: - metadata: Thread metadata to filter on. - values: State values to filter on. - status: Thread status to filter on. - Must be one of 'idle', 'busy', 'interrupted' or 'error'. - limit: Limit on number of threads to return. - offset: Offset in threads table to start search from. - - Returns: - list[Thread]: List of the threads matching the search parameters. - - Example Usage: - - threads = await client.threads.search( - metadata={"number":1}, - status="interrupted", - limit=15, - offset=5 - ) - - """ # noqa: E501 - payload: Dict[str, Any] = { - "limit": limit, - "offset": offset, - } - if metadata: - payload["metadata"] = metadata - if values: - payload["values"] = values - if status: - payload["status"] = status - return await self.http.post( - "/threads/search", - json=payload, - ) - - async def copy(self, thread_id: str) -> None: - """Copy a thread. - - Args: - thread_id: The ID of the thread to copy. - - Returns: - None - - Example Usage: - - await client.threads.copy( - thread_id="my_thread_id" - ) - - """ # noqa: E501 - return await self.http.post(f"/threads/{thread_id}/copy", json=None) - - async def get_state( - self, - thread_id: str, - checkpoint: Optional[Checkpoint] = None, - checkpoint_id: Optional[str] = None, # deprecated - *, - subgraphs: bool = False, - ) -> ThreadState: - """Get the state of a thread. - - Args: - thread_id: The ID of the thread to get the state of. - checkpoint: The checkpoint to get the state of. - subgraphs: Include subgraphs states. - - Returns: - ThreadState: the thread of the state. - - Example Usage: - - thread_state = await client.threads.get_state( - thread_id="my_thread_id", - checkpoint_id="my_checkpoint_id" - ) - print(thread_state) - - ---------------------------------------------------------------------------------------------------------------------------------------------------------------------- - - { - 'values': { - 'messages': [ - { - 'content': 'how are you?', - 'additional_kwargs': {}, - 'response_metadata': {}, - 'type': 'human', - 'name': None, - 'id': 'fe0a5778-cfe9-42ee-b807-0adaa1873c10', - 'example': False - }, - { - 'content': "I'm doing well, thanks for asking! I'm an AI assistant created by Anthropic to be helpful, honest, and harmless.", - 'additional_kwargs': {}, - 'response_metadata': {}, - 'type': 'ai', - 'name': None, - 'id': 'run-159b782c-b679-4830-83c6-cef87798fe8b', - 'example': False, - 'tool_calls': [], - 'invalid_tool_calls': [], - 'usage_metadata': None - } - ] - }, - 'next': [], - 'checkpoint': - { - 'thread_id': 'e2496803-ecd5-4e0c-a779-3226296181c2', - 'checkpoint_ns': '', - 'checkpoint_id': '1ef4a9b8-e6fb-67b1-8001-abd5184439d1' - } - 'metadata': - { - 'step': 1, - 'run_id': '1ef4a9b8-d7da-679a-a45a-872054341df2', - 'source': 'loop', - 'writes': - { - 'agent': - { - 'messages': [ - { - 'id': 'run-159b782c-b679-4830-83c6-cef87798fe8b', - 'name': None, - 'type': 'ai', - 'content': "I'm doing well, thanks for asking! I'm an AI assistant created by Anthropic to be helpful, honest, and harmless.", - 'example': False, - 'tool_calls': [], - 'usage_metadata': None, - 'additional_kwargs': {}, - 'response_metadata': {}, - 'invalid_tool_calls': [] - } - ] - } - }, - 'user_id': None, - 'graph_id': 'agent', - 'thread_id': 'e2496803-ecd5-4e0c-a779-3226296181c2', - 'created_by': 'system', - 'assistant_id': 'fe096781-5601-53d2-b2f6-0d3403f7e9ca'}, - 'created_at': '2024-07-25T15:35:44.184703+00:00', - 'parent_config': - { - 'thread_id': 'e2496803-ecd5-4e0c-a779-3226296181c2', - 'checkpoint_ns': '', - 'checkpoint_id': '1ef4a9b8-d80d-6fa7-8000-9300467fad0f' - } - } - - """ # noqa: E501 - if checkpoint: - return await self.http.post( - f"/threads/{thread_id}/state/checkpoint", - json={"checkpoint": checkpoint, "subgraphs": subgraphs}, - ) - elif checkpoint_id: - return await self.http.get( - f"/threads/{thread_id}/state/{checkpoint_id}", - params={"subgraphs": subgraphs}, - ) - else: - return await self.http.get( - f"/threads/{thread_id}/state", - params={"subgraphs": subgraphs}, - ) - - async def update_state( - self, - thread_id: str, - values: Optional[Union[dict, Sequence[dict]]], - *, - as_node: Optional[str] = None, - checkpoint: Optional[Checkpoint] = None, - checkpoint_id: Optional[str] = None, # deprecated - ) -> ThreadUpdateStateResponse: - """Update the state of a thread. - - Args: - thread_id: The ID of the thread to update. - values: The values to update the state with. - as_node: Update the state as if this node had just executed. - checkpoint: The checkpoint to update the state of. - - Returns: - ThreadUpdateStateResponse: Response after updating a thread's state. - - Example Usage: - - response = await client.threads.update_state( - thread_id="my_thread_id", - values={"messages":[{"role": "user", "content": "hello!"}]}, - as_node="my_node", - ) - print(response) - - ---------------------------------------------------------------------------------------------------------------------------------------------------------------------- - - { - 'checkpoint': { - 'thread_id': 'e2496803-ecd5-4e0c-a779-3226296181c2', - 'checkpoint_ns': '', - 'checkpoint_id': '1ef4a9b8-e6fb-67b1-8001-abd5184439d1', - 'checkpoint_map': {} - } - } - - """ # noqa: E501 - payload: Dict[str, Any] = { - "values": values, - } - if checkpoint_id: - payload["checkpoint_id"] = checkpoint_id - if checkpoint: - payload["checkpoint"] = checkpoint - if as_node: - payload["as_node"] = as_node - return await self.http.post(f"/threads/{thread_id}/state", json=payload) - - async def get_history( - self, - thread_id: str, - *, - limit: int = 10, - before: Optional[str | Checkpoint] = None, - metadata: Optional[dict] = None, - checkpoint: Optional[Checkpoint] = None, - ) -> list[ThreadState]: - """Get the state history of a thread. - - Args: - thread_id: The ID of the thread to get the state history for. - checkpoint: Return states for this subgraph. If empty defaults to root. - limit: The maximum number of states to return. - before: Return states before this checkpoint. - metadata: Filter states by metadata key-value pairs. - - Returns: - list[ThreadState]: the state history of the thread. - - Example Usage: - - thread_state = await client.threads.get_history( - thread_id="my_thread_id", - limit=5, - ) - - """ # noqa: E501 - payload: Dict[str, Any] = { - "limit": limit, - } - if before: - payload["before"] = before - if metadata: - payload["metadata"] = metadata - if checkpoint: - payload["checkpoint"] = checkpoint - return await self.http.post(f"/threads/{thread_id}/history", json=payload) - - -class RunsClient: - """Client for managing runs in LangGraph. - - A run is a single assistant invocation with optional input, config, and metadata. - This client manages runs, which can be stateful (on threads) or stateless. - - Example: - - client = get_client() - run = await client.runs.create(assistant_id="asst_123", thread_id="thread_456", input={"query": "Hello"}) - """ - - def __init__(self, http: HttpClient) -> None: - self.http = http - - @overload - def stream( - self, - thread_id: str, - assistant_id: str, - *, - input: Optional[dict] = None, - command: Optional[Command] = None, - stream_mode: Union[StreamMode, Sequence[StreamMode]] = "values", - stream_subgraphs: bool = False, - metadata: Optional[dict] = None, - config: Optional[Config] = None, - checkpoint: Optional[Checkpoint] = None, - checkpoint_id: Optional[str] = None, - interrupt_before: Optional[Union[All, Sequence[str]]] = None, - interrupt_after: Optional[Union[All, Sequence[str]]] = None, - feedback_keys: Optional[Sequence[str]] = None, - on_disconnect: Optional[DisconnectMode] = None, - webhook: Optional[str] = None, - multitask_strategy: Optional[MultitaskStrategy] = None, - if_not_exists: Optional[IfNotExists] = None, - after_seconds: Optional[int] = None, - ) -> AsyncIterator[StreamPart]: ... - - @overload - def stream( - self, - thread_id: None, - assistant_id: str, - *, - input: Optional[dict] = None, - command: Optional[Command] = None, - stream_mode: Union[StreamMode, Sequence[StreamMode]] = "values", - stream_subgraphs: bool = False, - metadata: Optional[dict] = None, - config: Optional[Config] = None, - interrupt_before: Optional[Union[All, Sequence[str]]] = None, - interrupt_after: Optional[Union[All, Sequence[str]]] = None, - feedback_keys: Optional[Sequence[str]] = None, - on_disconnect: Optional[DisconnectMode] = None, - on_completion: Optional[OnCompletionBehavior] = None, - if_not_exists: Optional[IfNotExists] = None, - webhook: Optional[str] = None, - after_seconds: Optional[int] = None, - ) -> AsyncIterator[StreamPart]: ... - - def stream( - self, - thread_id: Optional[str], - assistant_id: str, - *, - input: Optional[dict] = None, - command: Optional[Command] = None, - stream_mode: Union[StreamMode, Sequence[StreamMode]] = "values", - stream_subgraphs: bool = False, - metadata: Optional[dict] = None, - config: Optional[Config] = None, - checkpoint: Optional[Checkpoint] = None, - checkpoint_id: Optional[str] = None, - interrupt_before: Optional[Union[All, Sequence[str]]] = None, - interrupt_after: Optional[Union[All, Sequence[str]]] = None, - feedback_keys: Optional[Sequence[str]] = None, - on_disconnect: Optional[DisconnectMode] = None, - on_completion: Optional[OnCompletionBehavior] = None, - webhook: Optional[str] = None, - multitask_strategy: Optional[MultitaskStrategy] = None, - if_not_exists: Optional[IfNotExists] = None, - after_seconds: Optional[int] = None, - ) -> AsyncIterator[StreamPart]: - """Create a run and stream the results. - - Args: - thread_id: the thread ID to assign to the thread. - If None will create a stateless run. - assistant_id: The assistant ID or graph name to stream from. - If using graph name, will default to first assistant created from that graph. - input: The input to the graph. - command: A command to execute. Cannot be combined with input. - stream_mode: The stream mode(s) to use. - stream_subgraphs: Whether to stream output from subgraphs. - metadata: Metadata to assign to the run. - config: The configuration for the assistant. - checkpoint: The checkpoint to resume from. - interrupt_before: Nodes to interrupt immediately before they get executed. - interrupt_after: Nodes to Nodes to interrupt immediately after they get executed. - feedback_keys: Feedback keys to assign to run. - on_disconnect: The disconnect mode to use. - Must be one of 'cancel' or 'continue'. - on_completion: Whether to delete or keep the thread created for a stateless run. - Must be one of 'delete' or 'keep'. - webhook: Webhook to call after LangGraph API call is done. - multitask_strategy: Multitask strategy to use. - Must be one of 'reject', 'interrupt', 'rollback', or 'enqueue'. - if_not_exists: How to handle missing thread. Defaults to 'reject'. - Must be either 'reject' (raise error if missing), or 'create' (create new thread). - after_seconds: The number of seconds to wait before starting the run. - Use to schedule future runs. - - Returns: - AsyncIterator[StreamPart]: Asynchronous iterator of stream results. - - Example Usage: - - async for chunk in client.runs.stream( - thread_id=None, - assistant_id="agent", - input={"messages": [{"role": "user", "content": "how are you?"}]}, - stream_mode=["values","debug"], - metadata={"name":"my_run"}, - config={"configurable": {"model_name": "anthropic"}}, - interrupt_before=["node_to_stop_before_1","node_to_stop_before_2"], - interrupt_after=["node_to_stop_after_1","node_to_stop_after_2"], - feedback_keys=["my_feedback_key_1","my_feedback_key_2"], - webhook="https://my.fake.webhook.com", - multitask_strategy="interrupt" - ): - print(chunk) - - ------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------ - - StreamPart(event='metadata', data={'run_id': '1ef4a9b8-d7da-679a-a45a-872054341df2'}) - StreamPart(event='values', data={'messages': [{'content': 'how are you?', 'additional_kwargs': {}, 'response_metadata': {}, 'type': 'human', 'name': None, 'id': 'fe0a5778-cfe9-42ee-b807-0adaa1873c10', 'example': False}]}) - StreamPart(event='values', data={'messages': [{'content': 'how are you?', 'additional_kwargs': {}, 'response_metadata': {}, 'type': 'human', 'name': None, 'id': 'fe0a5778-cfe9-42ee-b807-0adaa1873c10', 'example': False}, {'content': "I'm doing well, thanks for asking! I'm an AI assistant created by Anthropic to be helpful, honest, and harmless.", 'additional_kwargs': {}, 'response_metadata': {}, 'type': 'ai', 'name': None, 'id': 'run-159b782c-b679-4830-83c6-cef87798fe8b', 'example': False, 'tool_calls': [], 'invalid_tool_calls': [], 'usage_metadata': None}]}) - StreamPart(event='end', data=None) - - """ # noqa: E501 - payload = { - "input": input, - "command": ( - {k: v for k, v in command.items() if v is not None} if command else None - ), - "config": config, - "metadata": metadata, - "stream_mode": stream_mode, - "stream_subgraphs": stream_subgraphs, - "assistant_id": assistant_id, - "interrupt_before": interrupt_before, - "interrupt_after": interrupt_after, - "feedback_keys": feedback_keys, - "webhook": webhook, - "checkpoint": checkpoint, - "checkpoint_id": checkpoint_id, - "multitask_strategy": multitask_strategy, - "if_not_exists": if_not_exists, - "on_disconnect": on_disconnect, - "on_completion": on_completion, - "after_seconds": after_seconds, - } - endpoint = ( - f"/threads/{thread_id}/runs/stream" - if thread_id is not None - else "/runs/stream" - ) - return self.http.stream( - endpoint, "POST", json={k: v for k, v in payload.items() if v is not None} - ) - - @overload - async def create( - self, - thread_id: None, - assistant_id: str, - *, - input: Optional[dict] = None, - command: Optional[Command] = None, - stream_mode: Union[StreamMode, Sequence[StreamMode]] = "values", - stream_subgraphs: bool = False, - metadata: Optional[dict] = None, - config: Optional[Config] = None, - interrupt_before: Optional[Union[All, Sequence[str]]] = None, - interrupt_after: Optional[Union[All, Sequence[str]]] = None, - webhook: Optional[str] = None, - on_completion: Optional[OnCompletionBehavior] = None, - if_not_exists: Optional[IfNotExists] = None, - after_seconds: Optional[int] = None, - ) -> Run: ... - - @overload - async def create( - self, - thread_id: str, - assistant_id: str, - *, - input: Optional[dict] = None, - command: Optional[Command] = None, - stream_mode: Union[StreamMode, Sequence[StreamMode]] = "values", - stream_subgraphs: bool = False, - metadata: Optional[dict] = None, - config: Optional[Config] = None, - checkpoint: Optional[Checkpoint] = None, - checkpoint_id: Optional[str] = None, - interrupt_before: Optional[Union[All, Sequence[str]]] = None, - interrupt_after: Optional[Union[All, Sequence[str]]] = None, - webhook: Optional[str] = None, - multitask_strategy: Optional[MultitaskStrategy] = None, - if_not_exists: Optional[IfNotExists] = None, - after_seconds: Optional[int] = None, - ) -> Run: ... - - async def create( - self, - thread_id: Optional[str], - assistant_id: str, - *, - input: Optional[dict] = None, - command: Optional[Command] = None, - stream_mode: Union[StreamMode, Sequence[StreamMode]] = "values", - stream_subgraphs: bool = False, - metadata: Optional[dict] = None, - config: Optional[Config] = None, - checkpoint: Optional[Checkpoint] = None, - checkpoint_id: Optional[str] = None, - interrupt_before: Optional[Union[All, Sequence[str]]] = None, - interrupt_after: Optional[Union[All, Sequence[str]]] = None, - webhook: Optional[str] = None, - multitask_strategy: Optional[MultitaskStrategy] = None, - if_not_exists: Optional[IfNotExists] = None, - on_completion: Optional[OnCompletionBehavior] = None, - after_seconds: Optional[int] = None, - ) -> Run: - """Create a background run. - - Args: - thread_id: the thread ID to assign to the thread. - If None will create a stateless run. - assistant_id: The assistant ID or graph name to stream from. - If using graph name, will default to first assistant created from that graph. - input: The input to the graph. - command: A command to execute. Cannot be combined with input. - stream_mode: The stream mode(s) to use. - stream_subgraphs: Whether to stream output from subgraphs. - metadata: Metadata to assign to the run. - config: The configuration for the assistant. - checkpoint: The checkpoint to resume from. - interrupt_before: Nodes to interrupt immediately before they get executed. - interrupt_after: Nodes to Nodes to interrupt immediately after they get executed. - webhook: Webhook to call after LangGraph API call is done. - multitask_strategy: Multitask strategy to use. - Must be one of 'reject', 'interrupt', 'rollback', or 'enqueue'. - on_completion: Whether to delete or keep the thread created for a stateless run. - Must be one of 'delete' or 'keep'. - if_not_exists: How to handle missing thread. Defaults to 'reject'. - Must be either 'reject' (raise error if missing), or 'create' (create new thread). - after_seconds: The number of seconds to wait before starting the run. - Use to schedule future runs. - - Returns: - Run: The created background run. - - Example Usage: - - background_run = await client.runs.create( - thread_id="my_thread_id", - assistant_id="my_assistant_id", - input={"messages": [{"role": "user", "content": "hello!"}]}, - metadata={"name":"my_run"}, - config={"configurable": {"model_name": "openai"}}, - interrupt_before=["node_to_stop_before_1","node_to_stop_before_2"], - interrupt_after=["node_to_stop_after_1","node_to_stop_after_2"], - webhook="https://my.fake.webhook.com", - multitask_strategy="interrupt" - ) - print(background_run) - - -------------------------------------------------------------------------------- - - { - 'run_id': 'my_run_id', - 'thread_id': 'my_thread_id', - 'assistant_id': 'my_assistant_id', - 'created_at': '2024-07-25T15:35:42.598503+00:00', - 'updated_at': '2024-07-25T15:35:42.598503+00:00', - 'metadata': {}, - 'status': 'pending', - 'kwargs': - { - 'input': - { - 'messages': [ - { - 'role': 'user', - 'content': 'how are you?' - } - ] - }, - 'config': - { - 'metadata': - { - 'created_by': 'system' - }, - 'configurable': - { - 'run_id': 'my_run_id', - 'user_id': None, - 'graph_id': 'agent', - 'thread_id': 'my_thread_id', - 'checkpoint_id': None, - 'model_name': "openai", - 'assistant_id': 'my_assistant_id' - } - }, - 'webhook': "https://my.fake.webhook.com", - 'temporary': False, - 'stream_mode': ['values'], - 'feedback_keys': None, - 'interrupt_after': ["node_to_stop_after_1","node_to_stop_after_2"], - 'interrupt_before': ["node_to_stop_before_1","node_to_stop_before_2"] - }, - 'multitask_strategy': 'interrupt' - } - - """ # noqa: E501 - payload = { - "input": input, - "command": ( - {k: v for k, v in command.items() if v is not None} if command else None - ), - "stream_mode": stream_mode, - "stream_subgraphs": stream_subgraphs, - "config": config, - "metadata": metadata, - "assistant_id": assistant_id, - "interrupt_before": interrupt_before, - "interrupt_after": interrupt_after, - "webhook": webhook, - "checkpoint": checkpoint, - "checkpoint_id": checkpoint_id, - "multitask_strategy": multitask_strategy, - "if_not_exists": if_not_exists, - "on_completion": on_completion, - "after_seconds": after_seconds, - } - payload = {k: v for k, v in payload.items() if v is not None} - if thread_id: - return await self.http.post(f"/threads/{thread_id}/runs", json=payload) - else: - return await self.http.post("/runs", json=payload) - - async def create_batch(self, payloads: list[RunCreate]) -> list[Run]: - """Create a batch of stateless background runs.""" - - def filter_payload(payload: RunCreate): - return {k: v for k, v in payload.items() if v is not None} - - payloads = [filter_payload(payload) for payload in payloads] - return await self.http.post("/runs/batch", json=payloads) - - @overload - async def wait( - self, - thread_id: str, - assistant_id: str, - *, - input: Optional[dict] = None, - command: Optional[Command] = None, - metadata: Optional[dict] = None, - config: Optional[Config] = None, - checkpoint: Optional[Checkpoint] = None, - checkpoint_id: Optional[str] = None, - interrupt_before: Optional[Union[All, Sequence[str]]] = None, - interrupt_after: Optional[Union[All, Sequence[str]]] = None, - webhook: Optional[str] = None, - on_disconnect: Optional[DisconnectMode] = None, - multitask_strategy: Optional[MultitaskStrategy] = None, - if_not_exists: Optional[IfNotExists] = None, - after_seconds: Optional[int] = None, - raise_error: bool = True, - ) -> Union[list[dict], dict[str, Any]]: ... - - @overload - async def wait( - self, - thread_id: None, - assistant_id: str, - *, - input: Optional[dict] = None, - command: Optional[Command] = None, - metadata: Optional[dict] = None, - config: Optional[Config] = None, - interrupt_before: Optional[Union[All, Sequence[str]]] = None, - interrupt_after: Optional[Union[All, Sequence[str]]] = None, - webhook: Optional[str] = None, - on_disconnect: Optional[DisconnectMode] = None, - on_completion: Optional[OnCompletionBehavior] = None, - if_not_exists: Optional[IfNotExists] = None, - after_seconds: Optional[int] = None, - raise_error: bool = True, - ) -> Union[list[dict], dict[str, Any]]: ... - - async def wait( - self, - thread_id: Optional[str], - assistant_id: str, - *, - input: Optional[dict] = None, - command: Optional[Command] = None, - metadata: Optional[dict] = None, - config: Optional[Config] = None, - checkpoint: Optional[Checkpoint] = None, - checkpoint_id: Optional[str] = None, - interrupt_before: Optional[Union[All, Sequence[str]]] = None, - interrupt_after: Optional[Union[All, Sequence[str]]] = None, - webhook: Optional[str] = None, - on_disconnect: Optional[DisconnectMode] = None, - on_completion: Optional[OnCompletionBehavior] = None, - multitask_strategy: Optional[MultitaskStrategy] = None, - if_not_exists: Optional[IfNotExists] = None, - after_seconds: Optional[int] = None, - raise_error: bool = True, - ) -> Union[list[dict], dict[str, Any]]: - """Create a run, wait until it finishes and return the final state. - - Args: - thread_id: the thread ID to create the run on. - If None will create a stateless run. - assistant_id: The assistant ID or graph name to run. - If using graph name, will default to first assistant created from that graph. - input: The input to the graph. - command: A command to execute. Cannot be combined with input. - metadata: Metadata to assign to the run. - config: The configuration for the assistant. - checkpoint: The checkpoint to resume from. - interrupt_before: Nodes to interrupt immediately before they get executed. - interrupt_after: Nodes to Nodes to interrupt immediately after they get executed. - webhook: Webhook to call after LangGraph API call is done. - on_disconnect: The disconnect mode to use. - Must be one of 'cancel' or 'continue'. - on_completion: Whether to delete or keep the thread created for a stateless run. - Must be one of 'delete' or 'keep'. - multitask_strategy: Multitask strategy to use. - Must be one of 'reject', 'interrupt', 'rollback', or 'enqueue'. - if_not_exists: How to handle missing thread. Defaults to 'reject'. - Must be either 'reject' (raise error if missing), or 'create' (create new thread). - after_seconds: The number of seconds to wait before starting the run. - Use to schedule future runs. - - Returns: - Union[list[dict], dict[str, Any]]: The output of the run. - - Example Usage: - - final_state_of_run = await client.runs.wait( - thread_id=None, - assistant_id="agent", - input={"messages": [{"role": "user", "content": "how are you?"}]}, - metadata={"name":"my_run"}, - config={"configurable": {"model_name": "anthropic"}}, - interrupt_before=["node_to_stop_before_1","node_to_stop_before_2"], - interrupt_after=["node_to_stop_after_1","node_to_stop_after_2"], - webhook="https://my.fake.webhook.com", - multitask_strategy="interrupt" - ) - print(final_state_of_run) - - ------------------------------------------------------------------------------------------------------------------------------------------- - - { - 'messages': [ - { - 'content': 'how are you?', - 'additional_kwargs': {}, - 'response_metadata': {}, - 'type': 'human', - 'name': None, - 'id': 'f51a862c-62fe-4866-863b-b0863e8ad78a', - 'example': False - }, - { - 'content': "I'm doing well, thanks for asking! I'm an AI assistant created by Anthropic to be helpful, honest, and harmless.", - 'additional_kwargs': {}, - 'response_metadata': {}, - 'type': 'ai', - 'name': None, - 'id': 'run-bf1cd3c6-768f-4c16-b62d-ba6f17ad8b36', - 'example': False, - 'tool_calls': [], - 'invalid_tool_calls': [], - 'usage_metadata': None - } - ] - } - - """ # noqa: E501 - payload = { - "input": input, - "command": ( - {k: v for k, v in command.items() if v is not None} if command else None - ), - "config": config, - "metadata": metadata, - "assistant_id": assistant_id, - "interrupt_before": interrupt_before, - "interrupt_after": interrupt_after, - "webhook": webhook, - "checkpoint": checkpoint, - "checkpoint_id": checkpoint_id, - "multitask_strategy": multitask_strategy, - "if_not_exists": if_not_exists, - "on_disconnect": on_disconnect, - "on_completion": on_completion, - "after_seconds": after_seconds, - } - endpoint = ( - f"/threads/{thread_id}/runs/wait" if thread_id is not None else "/runs/wait" - ) - response = await self.http.post( - endpoint, json={k: v for k, v in payload.items() if v is not None} - ) - if ( - raise_error - and isinstance(response, dict) - and "__error__" in response - and isinstance(response["__error__"], dict) - ): - raise Exception( - f"{response['__error__'].get('error')}: {response['__error__'].get('message')}" - ) - return response - - async def list( - self, - thread_id: str, - *, - limit: int = 10, - offset: int = 0, - status: Optional[RunStatus] = None, - ) -> List[Run]: - """List runs. - - Args: - thread_id: The thread ID to list runs for. - limit: The maximum number of results to return. - offset: The number of results to skip. - status: The status of the run to filter by. - - Returns: - List[Run]: The runs for the thread. - - Example Usage: - - await client.runs.list( - thread_id="thread_id", - limit=5, - offset=5, - ) - - """ # noqa: E501 - params = { - "limit": limit, - "offset": offset, - } - if status is not None: - params["status"] = status - return await self.http.get(f"/threads/{thread_id}/runs", params=params) - - async def get(self, thread_id: str, run_id: str) -> Run: - """Get a run. - - Args: - thread_id: The thread ID to get. - run_id: The run ID to get. - - Returns: - Run: Run object. - - Example Usage: - - run = await client.runs.get( - thread_id="thread_id_to_delete", - run_id="run_id_to_delete", - ) - - """ # noqa: E501 - - return await self.http.get(f"/threads/{thread_id}/runs/{run_id}") - - async def cancel( - self, - thread_id: str, - run_id: str, - *, - wait: bool = False, - action: CancelAction = "interrupt", - ) -> None: - """Get a run. - - Args: - thread_id: The thread ID to cancel. - run_id: The run ID to cancel. - wait: Whether to wait until run has completed. - action: Action to take when cancelling the run. Possible values - are `interrupt` or `rollback`. Default is `interrupt`. - - Returns: - None - - Example Usage: - - await client.runs.cancel( - thread_id="thread_id_to_cancel", - run_id="run_id_to_cancel", - wait=True, - action="interrupt" - ) - - """ # noqa: E501 - return await self.http.post( - f"/threads/{thread_id}/runs/{run_id}/cancel?wait={1 if wait else 0}&action={action}", - json=None, - ) - - async def join(self, thread_id: str, run_id: str) -> dict: - """Block until a run is done. Returns the final state of the thread. - - Args: - thread_id: The thread ID to join. - run_id: The run ID to join. - - Returns: - None - - Example Usage: - - result =await client.runs.join( - thread_id="thread_id_to_join", - run_id="run_id_to_join" - ) - - """ # noqa: E501 - return await self.http.get(f"/threads/{thread_id}/runs/{run_id}/join") - - def join_stream( - self, thread_id: str, run_id: str, *, cancel_on_disconnect: bool = False - ) -> AsyncIterator[StreamPart]: - """Stream output from a run in real-time, until the run is done. - Output is not buffered, so any output produced before this call will - not be received here. - - Args: - thread_id: The thread ID to join. - run_id: The run ID to join. - cancel_on_disconnect: Whether to cancel the run when the stream is disconnected. - - Returns: - None - - Example Usage: - - await client.runs.join_stream( - thread_id="thread_id_to_join", - run_id="run_id_to_join" - ) - - """ # noqa: E501 - return self.http.stream( - f"/threads/{thread_id}/runs/{run_id}/stream", - "GET", - params={"cancel_on_disconnect": cancel_on_disconnect}, - ) - - async def delete(self, thread_id: str, run_id: str) -> None: - """Delete a run. - - Args: - thread_id: The thread ID to delete. - run_id: The run ID to delete. - - Returns: - None - - Example Usage: - - await client.runs.delete( - thread_id="thread_id_to_delete", - run_id="run_id_to_delete" - ) - - """ # noqa: E501 - await self.http.delete(f"/threads/{thread_id}/runs/{run_id}") - - -class CronClient: - """Client for managing recurrent runs (cron jobs) in LangGraph. - - A run is a single invocation of an assistant with optional input and config. - This client allows scheduling recurring runs to occur automatically. - - Example: - - client = get_client() - cron_job = await client.crons.create_for_thread( - thread_id="thread_123", - assistant_id="asst_456", - schedule="0 9 * * *", - input={"message": "Daily update"} - ) - """ - - def __init__(self, http_client: HttpClient) -> None: - self.http = http_client - - async def create_for_thread( - self, - thread_id: str, - assistant_id: str, - *, - schedule: str, - input: Optional[dict] = None, - metadata: Optional[dict] = None, - config: Optional[Config] = None, - interrupt_before: Optional[Union[All, list[str]]] = None, - interrupt_after: Optional[Union[All, list[str]]] = None, - webhook: Optional[str] = None, - multitask_strategy: Optional[str] = None, - ) -> Run: - """Create a cron job for a thread. - - Args: - thread_id: the thread ID to run the cron job on. - assistant_id: The assistant ID or graph name to use for the cron job. - If using graph name, will default to first assistant created from that graph. - schedule: The cron schedule to execute this job on. - input: The input to the graph. - metadata: Metadata to assign to the cron job runs. - config: The configuration for the assistant. - interrupt_before: Nodes to interrupt immediately before they get executed. - - interrupt_after: Nodes to Nodes to interrupt immediately after they get executed. - - webhook: Webhook to call after LangGraph API call is done. - multitask_strategy: Multitask strategy to use. - Must be one of 'reject', 'interrupt', 'rollback', or 'enqueue'. - - Returns: - Run: The cron run. - - Example Usage: - - cron_run = await client.crons.create_for_thread( - thread_id="my-thread-id", - assistant_id="agent", - schedule="27 15 * * *", - input={"messages": [{"role": "user", "content": "hello!"}]}, - metadata={"name":"my_run"}, - config={"configurable": {"model_name": "openai"}}, - interrupt_before=["node_to_stop_before_1","node_to_stop_before_2"], - interrupt_after=["node_to_stop_after_1","node_to_stop_after_2"], - webhook="https://my.fake.webhook.com", - multitask_strategy="interrupt" - ) - - """ # noqa: E501 - payload = { - "schedule": schedule, - "input": input, - "config": config, - "metadata": metadata, - "assistant_id": assistant_id, - "interrupt_before": interrupt_before, - "interrupt_after": interrupt_after, - "webhook": webhook, - } - if multitask_strategy: - payload["multitask_strategy"] = multitask_strategy - payload = {k: v for k, v in payload.items() if v is not None} - return await self.http.post(f"/threads/{thread_id}/runs/crons", json=payload) - - async def create( - self, - assistant_id: str, - *, - schedule: str, - input: Optional[dict] = None, - metadata: Optional[dict] = None, - config: Optional[Config] = None, - interrupt_before: Optional[Union[All, list[str]]] = None, - interrupt_after: Optional[Union[All, list[str]]] = None, - webhook: Optional[str] = None, - multitask_strategy: Optional[str] = None, - ) -> Run: - """Create a cron run. - - Args: - assistant_id: The assistant ID or graph name to use for the cron job. - If using graph name, will default to first assistant created from that graph. - schedule: The cron schedule to execute this job on. - input: The input to the graph. - metadata: Metadata to assign to the cron job runs. - config: The configuration for the assistant. - interrupt_before: Nodes to interrupt immediately before they get executed. - interrupt_after: Nodes to Nodes to interrupt immediately after they get executed. - webhook: Webhook to call after LangGraph API call is done. - multitask_strategy: Multitask strategy to use. - Must be one of 'reject', 'interrupt', 'rollback', or 'enqueue'. - - Returns: - Run: The cron run. - - Example Usage: - - cron_run = client.crons.create( - assistant_id="agent", - schedule="27 15 * * *", - input={"messages": [{"role": "user", "content": "hello!"}]}, - metadata={"name":"my_run"}, - config={"configurable": {"model_name": "openai"}}, - interrupt_before=["node_to_stop_before_1","node_to_stop_before_2"], - interrupt_after=["node_to_stop_after_1","node_to_stop_after_2"], - webhook="https://my.fake.webhook.com", - multitask_strategy="interrupt" - ) - - """ # noqa: E501 - payload = { - "schedule": schedule, - "input": input, - "config": config, - "metadata": metadata, - "assistant_id": assistant_id, - "interrupt_before": interrupt_before, - "interrupt_after": interrupt_after, - "webhook": webhook, - } - if multitask_strategy: - payload["multitask_strategy"] = multitask_strategy - payload = {k: v for k, v in payload.items() if v is not None} - return await self.http.post("/runs/crons", json=payload) - - async def delete(self, cron_id: str) -> None: - """Delete a cron. - - Args: - cron_id: The cron ID to delete. - - Returns: - None - - Example Usage: - - await client.crons.delete( - cron_id="cron_to_delete" - ) - - """ # noqa: E501 - await self.http.delete(f"/runs/crons/{cron_id}") - - async def search( - self, - *, - assistant_id: Optional[str] = None, - thread_id: Optional[str] = None, - limit: int = 10, - offset: int = 0, - ) -> list[Cron]: - """Get a list of cron jobs. - - Args: - assistant_id: The assistant ID or graph name to search for. - thread_id: the thread ID to search for. - limit: The maximum number of results to return. - offset: The number of results to skip. - - Returns: - list[Cron]: The list of cron jobs returned by the search, - - Example Usage: - - cron_jobs = await client.crons.search( - assistant_id="my_assistant_id", - thread_id="my_thread_id", - limit=5, - offset=5, - ) - print(cron_jobs) - - ---------------------------------------------------------- - - [ - { - 'cron_id': '1ef3cefa-4c09-6926-96d0-3dc97fd5e39b', - 'assistant_id': 'my_assistant_id', - 'thread_id': 'my_thread_id', - 'user_id': None, - 'payload': - { - 'input': {'start_time': ''}, - 'schedule': '4 * * * *', - 'assistant_id': 'my_assistant_id' - }, - 'schedule': '4 * * * *', - 'next_run_date': '2024-07-25T17:04:00+00:00', - 'end_time': None, - 'created_at': '2024-07-08T06:02:23.073257+00:00', - 'updated_at': '2024-07-08T06:02:23.073257+00:00' - } - ] - - """ # noqa: E501 - payload = { - "assistant_id": assistant_id, - "thread_id": thread_id, - "limit": limit, - "offset": offset, - } - payload = {k: v for k, v in payload.items() if v is not None} - return await self.http.post("/runs/crons/search", json=payload) - - -class StoreClient: - """Client for interacting with the graph's shared storage. - - The Store provides a key-value storage system for persisting data across graph executions, - allowing for stateful operations and data sharing across threads. - - Example: - - client = get_client() - await client.store.put_item(["users", "user123"], "mem-123451342", {"name": "Alice", "score": 100}) - """ - - def __init__(self, http: HttpClient) -> None: - self.http = http - - async def put_item( - self, - namespace: Sequence[str], - /, - key: str, - value: dict[str, Any], - index: Optional[Union[Literal[False], list[str]]] = None, - ) -> None: - """Store or update an item. - - Args: - namespace: A list of strings representing the namespace path. - key: The unique identifier for the item within the namespace. - value: A dictionary containing the item's data. - index: Controls search indexing - None (use defaults), False (disable), or list of field paths to index. - - Returns: - None - - Example Usage: - - await client.store.put_item( - ["documents", "user123"], - key="item456", - value={"title": "My Document", "content": "Hello World"} - ) - """ - for label in namespace: - if "." in label: - raise ValueError( - f"Invalid namespace label '{label}'. Namespace labels cannot contain periods ('.')." - ) - payload = {"namespace": namespace, "key": key, "value": value, "index": index} - await self.http.put("/store/items", json=payload) - - async def get_item(self, namespace: Sequence[str], /, key: str) -> Item: - """Retrieve a single item. - - Args: - key: The unique identifier for the item. - namespace: Optional list of strings representing the namespace path. - - Returns: - Item: The retrieved item. - - Example Usage: - - item = await client.store.get_item( - ["documents", "user123"], - key="item456", - ) - print(item) - - ---------------------------------------------------------------- - - { - 'namespace': ['documents', 'user123'], - 'key': 'item456', - 'value': {'title': 'My Document', 'content': 'Hello World'}, - 'created_at': '2024-07-30T12:00:00Z', - 'updated_at': '2024-07-30T12:00:00Z' - } - """ - for label in namespace: - if "." in label: - raise ValueError( - f"Invalid namespace label '{label}'. Namespace labels cannot contain periods ('.')." - ) - return await self.http.get( - "/store/items", params={"namespace": ".".join(namespace), "key": key} - ) - - async def delete_item(self, namespace: Sequence[str], /, key: str) -> None: - """Delete an item. - - Args: - key: The unique identifier for the item. - namespace: Optional list of strings representing the namespace path. - - Returns: - None - - Example Usage: - - await client.store.delete_item( - ["documents", "user123"], - key="item456", - ) - """ - await self.http.delete( - "/store/items", json={"namespace": namespace, "key": key} - ) - - async def search_items( - self, - namespace_prefix: Sequence[str], - /, - filter: Optional[dict[str, Any]] = None, - limit: int = 10, - offset: int = 0, - query: Optional[str] = None, - ) -> SearchItemsResponse: - """Search for items within a namespace prefix. - - Args: - namespace_prefix: List of strings representing the namespace prefix. - filter: Optional dictionary of key-value pairs to filter results. - limit: Maximum number of items to return (default is 10). - offset: Number of items to skip before returning results (default is 0). - query: Optional query for natural language search. - - Returns: - List[Item]: A list of items matching the search criteria. - - Example Usage: - - items = await client.store.search_items( - ["documents"], - filter={"author": "John Doe"}, - limit=5, - offset=0 - ) - print(items) - - ---------------------------------------------------------------- - - { - "items": [ - { - "namespace": ["documents", "user123"], - "key": "item789", - "value": { - "title": "Another Document", - "author": "John Doe" - }, - "created_at": "2024-07-30T12:00:00Z", - "updated_at": "2024-07-30T12:00:00Z" - }, - # ... additional items ... - ] - } - """ - payload = { - "namespace_prefix": namespace_prefix, - "filter": filter, - "limit": limit, - "offset": offset, - "query": query, - } - - return await self.http.post("/store/items/search", json=_provided_vals(payload)) - - async def list_namespaces( - self, - prefix: Optional[List[str]] = None, - suffix: Optional[List[str]] = None, - max_depth: Optional[int] = None, - limit: int = 100, - offset: int = 0, - ) -> ListNamespaceResponse: - """List namespaces with optional match conditions. - - Args: - prefix: Optional list of strings representing the prefix to filter namespaces. - suffix: Optional list of strings representing the suffix to filter namespaces. - max_depth: Optional integer specifying the maximum depth of namespaces to return. - limit: Maximum number of namespaces to return (default is 100). - offset: Number of namespaces to skip before returning results (default is 0). - - Returns: - List[List[str]]: A list of namespaces matching the criteria. - - Example Usage: - - namespaces = await client.store.list_namespaces( - prefix=["documents"], - max_depth=3, - limit=10, - offset=0 - ) - print(namespaces) - - ---------------------------------------------------------------- - - [ - ["documents", "user123", "reports"], - ["documents", "user456", "invoices"], - ... - ] - """ - payload = { - "prefix": prefix, - "suffix": suffix, - "max_depth": max_depth, - "limit": limit, - "offset": offset, - } - return await self.http.post("/store/namespaces", json=_provided_vals(payload)) - - -def get_sync_client( - *, - url: Optional[str] = None, - api_key: Optional[str] = None, - headers: Optional[dict[str, str]] = None, -) -> SyncLangGraphClient: - """Get a synchronous LangGraphClient instance. - - Args: - url: The URL of the LangGraph API. - api_key: The API key. If not provided, it will be read from the environment. - Precedence: - 1. explicit argument - 2. LANGGRAPH_API_KEY - 3. LANGSMITH_API_KEY - 4. LANGCHAIN_API_KEY - headers: Optional custom headers - Returns: - SyncLangGraphClient: The top-level synchronous client for accessing AssistantsClient, - ThreadsClient, RunsClient, and CronClient. - - Example: - - from langgraph_sdk import get_sync_client - - # get top-level synchronous LangGraphClient - client = get_sync_client(url="http://localhost:8123") - - # example usage: client..() - assistant = client.assistants.get(assistant_id="some_uuid") - """ - - if url is None: - url = "http://localhost:8123" - - transport = httpx.HTTPTransport(retries=5) - client = httpx.Client( - base_url=url, - transport=transport, - timeout=httpx.Timeout(connect=5, read=300, write=300, pool=5), - headers=get_headers(api_key, headers), - ) - return SyncLangGraphClient(client) - - -class SyncLangGraphClient: - """Synchronous client for interacting with the LangGraph API. - - This class provides synchronous access to LangGraph API endpoints for managing - assistants, threads, runs, cron jobs, and data storage. - - Example: - - client = get_sync_client() - assistant = client.assistants.get("asst_123") - """ - - def __init__(self, client: httpx.Client) -> None: - self.http = SyncHttpClient(client) - self.assistants = SyncAssistantsClient(self.http) - self.threads = SyncThreadsClient(self.http) - self.runs = SyncRunsClient(self.http) - self.crons = SyncCronClient(self.http) - self.store = SyncStoreClient(self.http) - - -class SyncHttpClient: - def __init__(self, client: httpx.Client) -> None: - self.client = client - - def get(self, path: str, *, params: Optional[QueryParamTypes] = None) -> Any: - """Send a GET request.""" - r = self.client.get(path, params=params) - try: - r.raise_for_status() - except httpx.HTTPStatusError as e: - body = r.read().decode() - if sys.version_info >= (3, 11): - e.add_note(body) - else: - logger.error(f"Error from langgraph-api: {body}", exc_info=e) - raise e - return decode_json(r) - - def post(self, path: str, *, json: Optional[dict]) -> Any: - """Send a POST request.""" - if json is not None: - headers, content = encode_json(json) - else: - headers, content = {}, b"" - r = self.client.post(path, headers=headers, content=content) - try: - r.raise_for_status() - except httpx.HTTPStatusError as e: - body = r.read().decode() - if sys.version_info >= (3, 11): - e.add_note(body) - else: - logger.error(f"Error from langgraph-api: {body}", exc_info=e) - raise e - return decode_json(r) - - def put(self, path: str, *, json: dict) -> Any: - """Send a PUT request.""" - headers, content = encode_json(json) - r = self.client.put(path, headers=headers, content=content) - try: - r.raise_for_status() - except httpx.HTTPStatusError as e: - body = r.read().decode() - if sys.version_info >= (3, 11): - e.add_note(body) - else: - logger.error(f"Error from langgraph-api: {body}", exc_info=e) - raise e - return decode_json(r) - - def patch(self, path: str, *, json: dict) -> Any: - """Send a PATCH request.""" - headers, content = encode_json(json) - r = self.client.patch(path, headers=headers, content=content) - try: - r.raise_for_status() - except httpx.HTTPStatusError as e: - body = r.read().decode() - if sys.version_info >= (3, 11): - e.add_note(body) - else: - logger.error(f"Error from langgraph-api: {body}", exc_info=e) - raise e - return decode_json(r) - - def delete(self, path: str, *, json: Optional[Any] = None) -> None: - """Send a DELETE request.""" - r = self.client.request("DELETE", path, json=json) - try: - r.raise_for_status() - except httpx.HTTPStatusError as e: - body = r.read().decode() - if sys.version_info >= (3, 11): - e.add_note(body) - else: - logger.error(f"Error from langgraph-api: {body}", exc_info=e) - raise e - - def stream( - self, - path: str, - method: str, - *, - json: Optional[dict] = None, - params: Optional[QueryParamTypes] = None, - ) -> Iterator[StreamPart]: - """Stream the results of a request using SSE.""" - headers, content = encode_json(json) - with self.client.stream( - method, path, headers=headers, content=content, params=params - ) as res: - # check status - try: - res.raise_for_status() - except httpx.HTTPStatusError as e: - body = (res.read()).decode() - if sys.version_info >= (3, 11): - e.add_note(body) - else: - logger.error(f"Error from langgraph-api: {body}", exc_info=e) - raise e - # check content type - content_type = res.headers.get("content-type", "").partition(";")[0] - if "text/event-stream" not in content_type: - raise httpx.TransportError( - "Expected response header Content-Type to contain 'text/event-stream', " - f"got {content_type!r}" - ) - # parse SSE - decoder = SSEDecoder() - for line in iter_lines_raw(res): - sse = decoder.decode(line.rstrip(b"\n")) - if sse is not None: - yield sse - - -def encode_json(json: Any) -> tuple[dict[str, str], bytes]: - body = orjson.dumps( - json, - orjson_default, - orjson.OPT_SERIALIZE_NUMPY | orjson.OPT_NON_STR_KEYS, - ) - content_length = str(len(body)) - content_type = "application/json" - headers = {"Content-Length": content_length, "Content-Type": content_type} - return headers, body - - -def decode_json(r: httpx.Response) -> Any: - body = r.read() - return orjson.loads(body if body else None) - - -class SyncAssistantsClient: - """Client for managing assistants in LangGraph synchronously. - - This class provides methods to interact with assistants, which are versioned configurations of your graph. - - Example: - - client = get_client() - assistant = client.assistants.get("assistant_id_123") - """ - - def __init__(self, http: SyncHttpClient) -> None: - self.http = http - - def get(self, assistant_id: str) -> Assistant: - """Get an assistant by ID. - - Args: - assistant_id: The ID of the assistant to get. - - Returns: - Assistant: Assistant Object. - - Example Usage: - - assistant = client.assistants.get( - assistant_id="my_assistant_id" - ) - print(assistant) - - ---------------------------------------------------- - - { - 'assistant_id': 'my_assistant_id', - 'graph_id': 'agent', - 'created_at': '2024-06-25T17:10:33.109781+00:00', - 'updated_at': '2024-06-25T17:10:33.109781+00:00', - 'config': {}, - 'metadata': {'created_by': 'system'} - } - - """ # noqa: E501 - return self.http.get(f"/assistants/{assistant_id}") - - def get_graph( - self, assistant_id: str, *, xray: Union[int, bool] = False - ) -> dict[str, list[dict[str, Any]]]: - """Get the graph of an assistant by ID. - - Args: - assistant_id: The ID of the assistant to get the graph of. - xray: Include graph representation of subgraphs. If an integer value is provided, only subgraphs with a depth less than or equal to the value will be included. - - Returns: - Graph: The graph information for the assistant in JSON format. - - Example Usage: - - graph_info = client.assistants.get_graph( - assistant_id="my_assistant_id" - ) - print(graph_info) - - -------------------------------------------------------------------------------------------------------------------------- - - { - 'nodes': - [ - {'id': '__start__', 'type': 'schema', 'data': '__start__'}, - {'id': '__end__', 'type': 'schema', 'data': '__end__'}, - {'id': 'agent','type': 'runnable','data': {'id': ['langgraph', 'utils', 'RunnableCallable'],'name': 'agent'}}, - ], - 'edges': - [ - {'source': '__start__', 'target': 'agent'}, - {'source': 'agent','target': '__end__'} - ] - } - - - """ # noqa: E501 - return self.http.get(f"/assistants/{assistant_id}/graph", params={"xray": xray}) - - def get_schemas(self, assistant_id: str) -> GraphSchema: - """Get the schemas of an assistant by ID. - - Args: - assistant_id: The ID of the assistant to get the schema of. - - Returns: - GraphSchema: The graph schema for the assistant. - - Example Usage: - - schema = client.assistants.get_schemas( - assistant_id="my_assistant_id" - ) - print(schema) - - ---------------------------------------------------------------------------------------------------------------------------- - - { - 'graph_id': 'agent', - 'state_schema': - { - 'title': 'LangGraphInput', - '$ref': '#/definitions/AgentState', - 'definitions': - { - 'BaseMessage': - { - 'title': 'BaseMessage', - 'description': 'Base abstract Message class. Messages are the inputs and outputs of ChatModels.', - 'type': 'object', - 'properties': - { - 'content': - { - 'title': 'Content', - 'anyOf': [ - {'type': 'string'}, - {'type': 'array','items': {'anyOf': [{'type': 'string'}, {'type': 'object'}]}} - ] - }, - 'additional_kwargs': - { - 'title': 'Additional Kwargs', - 'type': 'object' - }, - 'response_metadata': - { - 'title': 'Response Metadata', - 'type': 'object' - }, - 'type': - { - 'title': 'Type', - 'type': 'string' - }, - 'name': - { - 'title': 'Name', - 'type': 'string' - }, - 'id': - { - 'title': 'Id', - 'type': 'string' - } - }, - 'required': ['content', 'type'] - }, - 'AgentState': - { - 'title': 'AgentState', - 'type': 'object', - 'properties': - { - 'messages': - { - 'title': 'Messages', - 'type': 'array', - 'items': {'$ref': '#/definitions/BaseMessage'} - } - }, - 'required': ['messages'] - } - } - }, - 'config_schema': - { - 'title': 'Configurable', - 'type': 'object', - 'properties': - { - 'model_name': - { - 'title': 'Model Name', - 'enum': ['anthropic', 'openai'], - 'type': 'string' - } - } - } - } - - """ # noqa: E501 - return self.http.get(f"/assistants/{assistant_id}/schemas") - - def get_subgraphs( - self, assistant_id: str, namespace: Optional[str] = None, recurse: bool = False - ) -> Subgraphs: - """Get the schemas of an assistant by ID. - - Args: - assistant_id: The ID of the assistant to get the schema of. - - Returns: - Subgraphs: The graph schema for the assistant. - - """ # noqa: E501 - if namespace is not None: - return self.http.get( - f"/assistants/{assistant_id}/subgraphs/{namespace}", - params={"recurse": recurse}, - ) - else: - return self.http.get( - f"/assistants/{assistant_id}/subgraphs", - params={"recurse": recurse}, - ) - - def create( - self, - graph_id: Optional[str], - config: Optional[Config] = None, - *, - metadata: Json = None, - assistant_id: Optional[str] = None, - if_exists: Optional[OnConflictBehavior] = None, - name: Optional[str] = None, - ) -> Assistant: - """Create a new assistant. - - Useful when graph is configurable and you want to create different assistants based on different configurations. - - Args: - graph_id: The ID of the graph the assistant should use. The graph ID is normally set in your langgraph.json configuration. - config: Configuration to use for the graph. - metadata: Metadata to add to assistant. - assistant_id: Assistant ID to use, will default to a random UUID if not provided. - if_exists: How to handle duplicate creation. Defaults to 'raise' under the hood. - Must be either 'raise' (raise error if duplicate), or 'do_nothing' (return existing assistant). - name: The name of the assistant. Defaults to 'Untitled' under the hood. - - Returns: - Assistant: The created assistant. - - Example Usage: - - assistant = client.assistants.create( - graph_id="agent", - config={"configurable": {"model_name": "openai"}}, - metadata={"number":1}, - assistant_id="my-assistant-id", - if_exists="do_nothing", - name="my_name" - ) - """ # noqa: E501 - payload: Dict[str, Any] = { - "graph_id": graph_id, - } - if config: - payload["config"] = config - if metadata: - payload["metadata"] = metadata - if assistant_id: - payload["assistant_id"] = assistant_id - if if_exists: - payload["if_exists"] = if_exists - if name: - payload["name"] = name - return self.http.post("/assistants", json=payload) - - def update( - self, - assistant_id: str, - *, - graph_id: Optional[str] = None, - config: Optional[Config] = None, - metadata: Json = None, - name: Optional[str] = None, - ) -> Assistant: - """Update an assistant. - - Use this to point to a different graph, update the configuration, or change the metadata of an assistant. - - Args: - assistant_id: Assistant to update. - graph_id: The ID of the graph the assistant should use. - The graph ID is normally set in your langgraph.json configuration. If None, assistant will keep pointing to same graph. - config: Configuration to use for the graph. - metadata: Metadata to merge with existing assistant metadata. - name: The new name for the assistant. - - Returns: - Assistant: The updated assistant. - - Example Usage: - - assistant = client.assistants.update( - assistant_id='e280dad7-8618-443f-87f1-8e41841c180f', - graph_id="other-graph", - config={"configurable": {"model_name": "anthropic"}}, - metadata={"number":2} - ) - - """ # noqa: E501 - payload: Dict[str, Any] = {} - if graph_id: - payload["graph_id"] = graph_id - if config: - payload["config"] = config - if metadata: - payload["metadata"] = metadata - if name: - payload["name"] = name - return self.http.patch( - f"/assistants/{assistant_id}", - json=payload, - ) - - def delete( - self, - assistant_id: str, - ) -> None: - """Delete an assistant. - - Args: - assistant_id: The assistant ID to delete. - - Returns: - None - - Example Usage: - - client.assistants.delete( - assistant_id="my_assistant_id" - ) - - """ # noqa: E501 - self.http.delete(f"/assistants/{assistant_id}") - - def search( - self, - *, - metadata: Json = None, - graph_id: Optional[str] = None, - limit: int = 10, - offset: int = 0, - ) -> list[Assistant]: - """Search for assistants. - - Args: - metadata: Metadata to filter by. Exact match filter for each KV pair. - graph_id: The ID of the graph to filter by. - The graph ID is normally set in your langgraph.json configuration. - limit: The maximum number of results to return. - offset: The number of results to skip. - - Returns: - list[Assistant]: A list of assistants. - - Example Usage: - - assistants = client.assistants.search( - metadata = {"name":"my_name"}, - graph_id="my_graph_id", - limit=5, - offset=5 - ) - """ - payload: Dict[str, Any] = { - "limit": limit, - "offset": offset, - } - if metadata: - payload["metadata"] = metadata - if graph_id: - payload["graph_id"] = graph_id - return self.http.post( - "/assistants/search", - json=payload, - ) - - def get_versions( - self, - assistant_id: str, - metadata: Json = None, - limit: int = 10, - offset: int = 0, - ) -> list[AssistantVersion]: - """List all versions of an assistant. - - Args: - assistant_id: The assistant ID to get versions for. - metadata: Metadata to filter versions by. Exact match filter for each KV pair. - limit: The maximum number of versions to return. - offset: The number of versions to skip. - - Returns: - list[Assistant]: A list of assistants. - - Example Usage: - - assistant_versions = await client.assistants.get_versions( - assistant_id="my_assistant_id" - ) - - """ # noqa: E501 - - payload: Dict[str, Any] = { - "limit": limit, - "offset": offset, - } - if metadata: - payload["metadata"] = metadata - return self.http.post(f"/assistants/{assistant_id}/versions", json=payload) - - def set_latest(self, assistant_id: str, version: int) -> Assistant: - """Change the version of an assistant. - - Args: - assistant_id: The assistant ID to delete. - version: The version to change to. - - Returns: - Assistant: Assistant Object. - - Example Usage: - - new_version_assistant = await client.assistants.set_latest( - assistant_id="my_assistant_id", - version=3 - ) - - """ # noqa: E501 - - payload: Dict[str, Any] = {"version": version} - - return self.http.post(f"/assistants/{assistant_id}/latest", json=payload) - - -class SyncThreadsClient: - """Synchronous client for managing threads in LangGraph. - - This class provides methods to create, retrieve, and manage threads, - which represent conversations or stateful interactions. - - Example: - - client = get_sync_client() - thread = client.threads.create(metadata={"user_id": "123"}) - """ - - def __init__(self, http: SyncHttpClient) -> None: - self.http = http - - def get(self, thread_id: str) -> Thread: - """Get a thread by ID. - - Args: - thread_id: The ID of the thread to get. - - Returns: - Thread: Thread object. - - Example Usage: - - thread = client.threads.get( - thread_id="my_thread_id" - ) - print(thread) - - ----------------------------------------------------- - - { - 'thread_id': 'my_thread_id', - 'created_at': '2024-07-18T18:35:15.540834+00:00', - 'updated_at': '2024-07-18T18:35:15.540834+00:00', - 'metadata': {'graph_id': 'agent'} - } - - """ # noqa: E501 - - return self.http.get(f"/threads/{thread_id}") - - def create( - self, - *, - metadata: Json = None, - thread_id: Optional[str] = None, - if_exists: Optional[OnConflictBehavior] = None, - ) -> Thread: - """Create a new thread. - - Args: - metadata: Metadata to add to thread. - thread_id: ID of thread. - If None, ID will be a randomly generated UUID. - if_exists: How to handle duplicate creation. Defaults to 'raise' under the hood. - Must be either 'raise' (raise error if duplicate), or 'do_nothing' (return existing thread). - - Returns: - Thread: The created thread. - - Example Usage: - - thread = client.threads.create( - metadata={"number":1}, - thread_id="my-thread-id", - if_exists="raise" - ) - """ # noqa: E501 - payload: Dict[str, Any] = {} - if thread_id: - payload["thread_id"] = thread_id - if metadata: - payload["metadata"] = metadata - if if_exists: - payload["if_exists"] = if_exists - return self.http.post("/threads", json=payload) - - def update(self, thread_id: str, *, metadata: dict[str, Any]) -> Thread: - """Update a thread. - - Args: - thread_id: ID of thread to update. - metadata: Metadata to merge with existing thread metadata. - - Returns: - Thread: The created thread. - - Example Usage: - - thread = client.threads.update( - thread_id="my-thread-id", - metadata={"number":1}, - ) - """ # noqa: E501 - return self.http.patch(f"/threads/{thread_id}", json={"metadata": metadata}) - - def delete(self, thread_id: str) -> None: - """Delete a thread. - - Args: - thread_id: The ID of the thread to delete. - - Returns: - None - - Example Usage: - - client.threads.delete( - thread_id="my_thread_id" - ) - - """ # noqa: E501 - self.http.delete(f"/threads/{thread_id}") - - def search( - self, - *, - metadata: Json = None, - values: Json = None, - status: Optional[ThreadStatus] = None, - limit: int = 10, - offset: int = 0, - ) -> list[Thread]: - """Search for threads. - - Args: - metadata: Thread metadata to filter on. - values: State values to filter on. - status: Thread status to filter on. - Must be one of 'idle', 'busy', 'interrupted' or 'error'. - limit: Limit on number of threads to return. - offset: Offset in threads table to start search from. - - Returns: - list[Thread]: List of the threads matching the search parameters. - - Example Usage: - - threads = client.threads.search( - metadata={"number":1}, - status="interrupted", - limit=15, - offset=5 - ) - - """ # noqa: E501 - payload: Dict[str, Any] = { - "limit": limit, - "offset": offset, - } - if metadata: - payload["metadata"] = metadata - if values: - payload["values"] = values - if status: - payload["status"] = status - return self.http.post( - "/threads/search", - json=payload, - ) - - def copy(self, thread_id: str) -> None: - """Copy a thread. - - Args: - thread_id: The ID of the thread to copy. - - Returns: - None - - Example Usage: - - client.threads.copy( - thread_id="my_thread_id" - ) - - """ # noqa: E501 - return self.http.post(f"/threads/{thread_id}/copy", json=None) - - def get_state( - self, - thread_id: str, - checkpoint: Optional[Checkpoint] = None, - checkpoint_id: Optional[str] = None, # deprecated - *, - subgraphs: bool = False, - ) -> ThreadState: - """Get the state of a thread. - - Args: - thread_id: The ID of the thread to get the state of. - checkpoint: The checkpoint to get the state of. - subgraphs: Include subgraphs states. - - Returns: - ThreadState: the thread of the state. - - Example Usage: - - thread_state = client.threads.get_state( - thread_id="my_thread_id", - checkpoint_id="my_checkpoint_id" - ) - print(thread_state) - - ---------------------------------------------------------------------------------------------------------------------------------------------------------------------- - - { - 'values': { - 'messages': [ - { - 'content': 'how are you?', - 'additional_kwargs': {}, - 'response_metadata': {}, - 'type': 'human', - 'name': None, - 'id': 'fe0a5778-cfe9-42ee-b807-0adaa1873c10', - 'example': False - }, - { - 'content': "I'm doing well, thanks for asking! I'm an AI assistant created by Anthropic to be helpful, honest, and harmless.", - 'additional_kwargs': {}, - 'response_metadata': {}, - 'type': 'ai', - 'name': None, - 'id': 'run-159b782c-b679-4830-83c6-cef87798fe8b', - 'example': False, - 'tool_calls': [], - 'invalid_tool_calls': [], - 'usage_metadata': None - } - ] - }, - 'next': [], - 'checkpoint': - { - 'thread_id': 'e2496803-ecd5-4e0c-a779-3226296181c2', - 'checkpoint_ns': '', - 'checkpoint_id': '1ef4a9b8-e6fb-67b1-8001-abd5184439d1' - } - 'metadata': - { - 'step': 1, - 'run_id': '1ef4a9b8-d7da-679a-a45a-872054341df2', - 'source': 'loop', - 'writes': - { - 'agent': - { - 'messages': [ - { - 'id': 'run-159b782c-b679-4830-83c6-cef87798fe8b', - 'name': None, - 'type': 'ai', - 'content': "I'm doing well, thanks for asking! I'm an AI assistant created by Anthropic to be helpful, honest, and harmless.", - 'example': False, - 'tool_calls': [], - 'usage_metadata': None, - 'additional_kwargs': {}, - 'response_metadata': {}, - 'invalid_tool_calls': [] - } - ] - } - }, - 'user_id': None, - 'graph_id': 'agent', - 'thread_id': 'e2496803-ecd5-4e0c-a779-3226296181c2', - 'created_by': 'system', - 'assistant_id': 'fe096781-5601-53d2-b2f6-0d3403f7e9ca'}, - 'created_at': '2024-07-25T15:35:44.184703+00:00', - 'parent_config': - { - 'thread_id': 'e2496803-ecd5-4e0c-a779-3226296181c2', - 'checkpoint_ns': '', - 'checkpoint_id': '1ef4a9b8-d80d-6fa7-8000-9300467fad0f' - } - } - - """ # noqa: E501 - if checkpoint: - return self.http.post( - f"/threads/{thread_id}/state/checkpoint", - json={"checkpoint": checkpoint, "subgraphs": subgraphs}, - ) - elif checkpoint_id: - return self.http.get( - f"/threads/{thread_id}/state/{checkpoint_id}", - params={"subgraphs": subgraphs}, - ) - else: - return self.http.get( - f"/threads/{thread_id}/state", - params={"subgraphs": subgraphs}, - ) - - def update_state( - self, - thread_id: str, - values: Optional[Union[dict, Sequence[dict]]], - *, - as_node: Optional[str] = None, - checkpoint: Optional[Checkpoint] = None, - checkpoint_id: Optional[str] = None, # deprecated - ) -> ThreadUpdateStateResponse: - """Update the state of a thread. - - Args: - thread_id: The ID of the thread to update. - values: The values to update the state with. - as_node: Update the state as if this node had just executed. - checkpoint: The checkpoint to update the state of. - - Returns: - ThreadUpdateStateResponse: Response after updating a thread's state. - - Example Usage: - - response = client.threads.update_state( - thread_id="my_thread_id", - values={"messages":[{"role": "user", "content": "hello!"}]}, - as_node="my_node", - ) - print(response) - - ---------------------------------------------------------------------------------------------------------------------------------------------------------------------- - - { - 'checkpoint': { - 'thread_id': 'e2496803-ecd5-4e0c-a779-3226296181c2', - 'checkpoint_ns': '', - 'checkpoint_id': '1ef4a9b8-e6fb-67b1-8001-abd5184439d1', - 'checkpoint_map': {} - } - } - - """ # noqa: E501 - payload: Dict[str, Any] = { - "values": values, - } - if checkpoint_id: - payload["checkpoint_id"] = checkpoint_id - if checkpoint: - payload["checkpoint"] = checkpoint - if as_node: - payload["as_node"] = as_node - return self.http.post(f"/threads/{thread_id}/state", json=payload) - - def get_history( - self, - thread_id: str, - *, - limit: int = 10, - before: Optional[str | Checkpoint] = None, - metadata: Optional[dict] = None, - checkpoint: Optional[Checkpoint] = None, - ) -> list[ThreadState]: - """Get the state history of a thread. - - Args: - thread_id: The ID of the thread to get the state history for. - checkpoint: Return states for this subgraph. If empty defaults to root. - limit: The maximum number of states to return. - before: Return states before this checkpoint. - metadata: Filter states by metadata key-value pairs. - - Returns: - list[ThreadState]: the state history of the thread. - - Example Usage: - - thread_state = client.threads.get_history( - thread_id="my_thread_id", - limit=5, - before="my_timestamp", - metadata={"name":"my_name"} - ) - - """ # noqa: E501 - payload: Dict[str, Any] = { - "limit": limit, - } - if before: - payload["before"] = before - if metadata: - payload["metadata"] = metadata - if checkpoint: - payload["checkpoint"] = checkpoint - return self.http.post(f"/threads/{thread_id}/history", json=payload) - - -class SyncRunsClient: - """Synchronous client for managing runs in LangGraph. - - This class provides methods to create, retrieve, and manage runs, which represent - individual executions of graphs. - - Example: - - client = get_sync_client() - run = client.runs.create(thread_id="thread_123", assistant_id="asst_456") - """ - - def __init__(self, http: SyncHttpClient) -> None: - self.http = http - - @overload - def stream( - self, - thread_id: str, - assistant_id: str, - *, - input: Optional[dict] = None, - command: Optional[Command] = None, - stream_mode: Union[StreamMode, Sequence[StreamMode]] = "values", - stream_subgraphs: bool = False, - metadata: Optional[dict] = None, - config: Optional[Config] = None, - checkpoint: Optional[Checkpoint] = None, - checkpoint_id: Optional[str] = None, - interrupt_before: Optional[Union[All, Sequence[str]]] = None, - interrupt_after: Optional[Union[All, Sequence[str]]] = None, - feedback_keys: Optional[Sequence[str]] = None, - on_disconnect: Optional[DisconnectMode] = None, - webhook: Optional[str] = None, - multitask_strategy: Optional[MultitaskStrategy] = None, - if_not_exists: Optional[IfNotExists] = None, - after_seconds: Optional[int] = None, - ) -> Iterator[StreamPart]: ... - - @overload - def stream( - self, - thread_id: None, - assistant_id: str, - *, - input: Optional[dict] = None, - command: Optional[Command] = None, - stream_mode: Union[StreamMode, Sequence[StreamMode]] = "values", - stream_subgraphs: bool = False, - metadata: Optional[dict] = None, - config: Optional[Config] = None, - interrupt_before: Optional[Union[All, Sequence[str]]] = None, - interrupt_after: Optional[Union[All, Sequence[str]]] = None, - feedback_keys: Optional[Sequence[str]] = None, - on_disconnect: Optional[DisconnectMode] = None, - on_completion: Optional[OnCompletionBehavior] = None, - if_not_exists: Optional[IfNotExists] = None, - webhook: Optional[str] = None, - after_seconds: Optional[int] = None, - ) -> Iterator[StreamPart]: ... - - def stream( - self, - thread_id: Optional[str], - assistant_id: str, - *, - input: Optional[dict] = None, - command: Optional[Command] = None, - stream_mode: Union[StreamMode, Sequence[StreamMode]] = "values", - stream_subgraphs: bool = False, - metadata: Optional[dict] = None, - config: Optional[Config] = None, - checkpoint: Optional[Checkpoint] = None, - checkpoint_id: Optional[str] = None, - interrupt_before: Optional[Union[All, Sequence[str]]] = None, - interrupt_after: Optional[Union[All, Sequence[str]]] = None, - feedback_keys: Optional[Sequence[str]] = None, - on_disconnect: Optional[DisconnectMode] = None, - on_completion: Optional[OnCompletionBehavior] = None, - webhook: Optional[str] = None, - multitask_strategy: Optional[MultitaskStrategy] = None, - if_not_exists: Optional[IfNotExists] = None, - after_seconds: Optional[int] = None, - ) -> Iterator[StreamPart]: - """Create a run and stream the results. - - Args: - thread_id: the thread ID to assign to the thread. - If None will create a stateless run. - assistant_id: The assistant ID or graph name to stream from. - If using graph name, will default to first assistant created from that graph. - input: The input to the graph. - command: The command to execute. - stream_mode: The stream mode(s) to use. - stream_subgraphs: Whether to stream output from subgraphs. - metadata: Metadata to assign to the run. - config: The configuration for the assistant. - checkpoint: The checkpoint to resume from. - interrupt_before: Nodes to interrupt immediately before they get executed. - interrupt_after: Nodes to Nodes to interrupt immediately after they get executed. - feedback_keys: Feedback keys to assign to run. - on_disconnect: The disconnect mode to use. - Must be one of 'cancel' or 'continue'. - on_completion: Whether to delete or keep the thread created for a stateless run. - Must be one of 'delete' or 'keep'. - webhook: Webhook to call after LangGraph API call is done. - multitask_strategy: Multitask strategy to use. - Must be one of 'reject', 'interrupt', 'rollback', or 'enqueue'. - if_not_exists: How to handle missing thread. Defaults to 'reject'. - Must be either 'reject' (raise error if missing), or 'create' (create new thread). - after_seconds: The number of seconds to wait before starting the run. - Use to schedule future runs. - - Returns: - Iterator[StreamPart]: Iterator of stream results. - - Example Usage: - - async for chunk in client.runs.stream( - thread_id=None, - assistant_id="agent", - input={"messages": [{"role": "user", "content": "how are you?"}]}, - stream_mode=["values","debug"], - metadata={"name":"my_run"}, - config={"configurable": {"model_name": "anthropic"}}, - interrupt_before=["node_to_stop_before_1","node_to_stop_before_2"], - interrupt_after=["node_to_stop_after_1","node_to_stop_after_2"], - feedback_keys=["my_feedback_key_1","my_feedback_key_2"], - webhook="https://my.fake.webhook.com", - multitask_strategy="interrupt" - ): - print(chunk) - - ------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------ - - StreamPart(event='metadata', data={'run_id': '1ef4a9b8-d7da-679a-a45a-872054341df2'}) - StreamPart(event='values', data={'messages': [{'content': 'how are you?', 'additional_kwargs': {}, 'response_metadata': {}, 'type': 'human', 'name': None, 'id': 'fe0a5778-cfe9-42ee-b807-0adaa1873c10', 'example': False}]}) - StreamPart(event='values', data={'messages': [{'content': 'how are you?', 'additional_kwargs': {}, 'response_metadata': {}, 'type': 'human', 'name': None, 'id': 'fe0a5778-cfe9-42ee-b807-0adaa1873c10', 'example': False}, {'content': "I'm doing well, thanks for asking! I'm an AI assistant created by Anthropic to be helpful, honest, and harmless.", 'additional_kwargs': {}, 'response_metadata': {}, 'type': 'ai', 'name': None, 'id': 'run-159b782c-b679-4830-83c6-cef87798fe8b', 'example': False, 'tool_calls': [], 'invalid_tool_calls': [], 'usage_metadata': None}]}) - StreamPart(event='end', data=None) - - """ # noqa: E501 - payload = { - "input": input, - "command": ( - {k: v for k, v in command.items() if v is not None} if command else None - ), - "config": config, - "metadata": metadata, - "stream_mode": stream_mode, - "stream_subgraphs": stream_subgraphs, - "assistant_id": assistant_id, - "interrupt_before": interrupt_before, - "interrupt_after": interrupt_after, - "feedback_keys": feedback_keys, - "webhook": webhook, - "checkpoint": checkpoint, - "checkpoint_id": checkpoint_id, - "multitask_strategy": multitask_strategy, - "if_not_exists": if_not_exists, - "on_disconnect": on_disconnect, - "on_completion": on_completion, - "after_seconds": after_seconds, - } - endpoint = ( - f"/threads/{thread_id}/runs/stream" - if thread_id is not None - else "/runs/stream" - ) - return self.http.stream( - endpoint, "POST", json={k: v for k, v in payload.items() if v is not None} - ) - - @overload - def create( - self, - thread_id: None, - assistant_id: str, - *, - input: Optional[dict] = None, - command: Optional[Command] = None, - stream_mode: Union[StreamMode, Sequence[StreamMode]] = "values", - stream_subgraphs: bool = False, - metadata: Optional[dict] = None, - config: Optional[Config] = None, - interrupt_before: Optional[Union[All, Sequence[str]]] = None, - interrupt_after: Optional[Union[All, Sequence[str]]] = None, - webhook: Optional[str] = None, - on_completion: Optional[OnCompletionBehavior] = None, - if_not_exists: Optional[IfNotExists] = None, - after_seconds: Optional[int] = None, - ) -> Run: ... - - @overload - def create( - self, - thread_id: str, - assistant_id: str, - *, - input: Optional[dict] = None, - command: Optional[Command] = None, - stream_mode: Union[StreamMode, Sequence[StreamMode]] = "values", - stream_subgraphs: bool = False, - metadata: Optional[dict] = None, - config: Optional[Config] = None, - checkpoint: Optional[Checkpoint] = None, - checkpoint_id: Optional[str] = None, - interrupt_before: Optional[Union[All, Sequence[str]]] = None, - interrupt_after: Optional[Union[All, Sequence[str]]] = None, - webhook: Optional[str] = None, - multitask_strategy: Optional[MultitaskStrategy] = None, - if_not_exists: Optional[IfNotExists] = None, - after_seconds: Optional[int] = None, - ) -> Run: ... - - def create( - self, - thread_id: Optional[str], - assistant_id: str, - *, - input: Optional[dict] = None, - command: Optional[Command] = None, - stream_mode: Union[StreamMode, Sequence[StreamMode]] = "values", - stream_subgraphs: bool = False, - metadata: Optional[dict] = None, - config: Optional[Config] = None, - checkpoint: Optional[Checkpoint] = None, - checkpoint_id: Optional[str] = None, - interrupt_before: Optional[Union[All, Sequence[str]]] = None, - interrupt_after: Optional[Union[All, Sequence[str]]] = None, - webhook: Optional[str] = None, - multitask_strategy: Optional[MultitaskStrategy] = None, - on_completion: Optional[OnCompletionBehavior] = None, - if_not_exists: Optional[IfNotExists] = None, - after_seconds: Optional[int] = None, - ) -> Run: - """Create a background run. - - Args: - thread_id: the thread ID to assign to the thread. - If None will create a stateless run. - assistant_id: The assistant ID or graph name to stream from. - If using graph name, will default to first assistant created from that graph. - input: The input to the graph. - command: The command to execute. - stream_mode: The stream mode(s) to use. - stream_subgraphs: Whether to stream output from subgraphs. - metadata: Metadata to assign to the run. - config: The configuration for the assistant. - checkpoint: The checkpoint to resume from. - interrupt_before: Nodes to interrupt immediately before they get executed. - interrupt_after: Nodes to Nodes to interrupt immediately after they get executed. - webhook: Webhook to call after LangGraph API call is done. - multitask_strategy: Multitask strategy to use. - Must be one of 'reject', 'interrupt', 'rollback', or 'enqueue'. - on_completion: Whether to delete or keep the thread created for a stateless run. - Must be one of 'delete' or 'keep'. - if_not_exists: How to handle missing thread. Defaults to 'reject'. - Must be either 'reject' (raise error if missing), or 'create' (create new thread). - after_seconds: The number of seconds to wait before starting the run. - Use to schedule future runs. - - Returns: - Run: The created background run. - - Example Usage: - - background_run = client.runs.create( - thread_id="my_thread_id", - assistant_id="my_assistant_id", - input={"messages": [{"role": "user", "content": "hello!"}]}, - metadata={"name":"my_run"}, - config={"configurable": {"model_name": "openai"}}, - interrupt_before=["node_to_stop_before_1","node_to_stop_before_2"], - interrupt_after=["node_to_stop_after_1","node_to_stop_after_2"], - webhook="https://my.fake.webhook.com", - multitask_strategy="interrupt" - ) - print(background_run) - - -------------------------------------------------------------------------------- - - { - 'run_id': 'my_run_id', - 'thread_id': 'my_thread_id', - 'assistant_id': 'my_assistant_id', - 'created_at': '2024-07-25T15:35:42.598503+00:00', - 'updated_at': '2024-07-25T15:35:42.598503+00:00', - 'metadata': {}, - 'status': 'pending', - 'kwargs': - { - 'input': - { - 'messages': [ - { - 'role': 'user', - 'content': 'how are you?' - } - ] - }, - 'config': - { - 'metadata': - { - 'created_by': 'system' - }, - 'configurable': - { - 'run_id': 'my_run_id', - 'user_id': None, - 'graph_id': 'agent', - 'thread_id': 'my_thread_id', - 'checkpoint_id': None, - 'model_name': "openai", - 'assistant_id': 'my_assistant_id' - } - }, - 'webhook': "https://my.fake.webhook.com", - 'temporary': False, - 'stream_mode': ['values'], - 'feedback_keys': None, - 'interrupt_after': ["node_to_stop_after_1","node_to_stop_after_2"], - 'interrupt_before': ["node_to_stop_before_1","node_to_stop_before_2"] - }, - 'multitask_strategy': 'interrupt' - } - - """ # noqa: E501 - payload = { - "input": input, - "command": ( - {k: v for k, v in command.items() if v is not None} if command else None - ), - "stream_mode": stream_mode, - "stream_subgraphs": stream_subgraphs, - "config": config, - "metadata": metadata, - "assistant_id": assistant_id, - "interrupt_before": interrupt_before, - "interrupt_after": interrupt_after, - "webhook": webhook, - "checkpoint": checkpoint, - "checkpoint_id": checkpoint_id, - "multitask_strategy": multitask_strategy, - "if_not_exists": if_not_exists, - "on_completion": on_completion, - "after_seconds": after_seconds, - } - payload = {k: v for k, v in payload.items() if v is not None} - if thread_id: - return self.http.post(f"/threads/{thread_id}/runs", json=payload) - else: - return self.http.post("/runs", json=payload) - - def create_batch(self, payloads: list[RunCreate]) -> list[Run]: - """Create a batch of stateless background runs.""" - - def filter_payload(payload: RunCreate): - return {k: v for k, v in payload.items() if v is not None} - - payloads = [filter_payload(payload) for payload in payloads] - return self.http.post("/runs/batch", json=payloads) - - @overload - def wait( - self, - thread_id: str, - assistant_id: str, - *, - input: Optional[dict] = None, - command: Optional[Command] = None, - metadata: Optional[dict] = None, - config: Optional[Config] = None, - checkpoint: Optional[Checkpoint] = None, - checkpoint_id: Optional[str] = None, - interrupt_before: Optional[Union[All, Sequence[str]]] = None, - interrupt_after: Optional[Union[All, Sequence[str]]] = None, - webhook: Optional[str] = None, - on_disconnect: Optional[DisconnectMode] = None, - multitask_strategy: Optional[MultitaskStrategy] = None, - if_not_exists: Optional[IfNotExists] = None, - after_seconds: Optional[int] = None, - ) -> Union[list[dict], dict[str, Any]]: ... - - @overload - def wait( - self, - thread_id: None, - assistant_id: str, - *, - input: Optional[dict] = None, - command: Optional[Command] = None, - metadata: Optional[dict] = None, - config: Optional[Config] = None, - interrupt_before: Optional[Union[All, Sequence[str]]] = None, - interrupt_after: Optional[Union[All, Sequence[str]]] = None, - webhook: Optional[str] = None, - on_disconnect: Optional[DisconnectMode] = None, - on_completion: Optional[OnCompletionBehavior] = None, - if_not_exists: Optional[IfNotExists] = None, - after_seconds: Optional[int] = None, - ) -> Union[list[dict], dict[str, Any]]: ... - - def wait( - self, - thread_id: Optional[str], - assistant_id: str, - *, - input: Optional[dict] = None, - command: Optional[Command] = None, - metadata: Optional[dict] = None, - config: Optional[Config] = None, - checkpoint: Optional[Checkpoint] = None, - checkpoint_id: Optional[str] = None, - interrupt_before: Optional[Union[All, Sequence[str]]] = None, - interrupt_after: Optional[Union[All, Sequence[str]]] = None, - webhook: Optional[str] = None, - on_disconnect: Optional[DisconnectMode] = None, - on_completion: Optional[OnCompletionBehavior] = None, - multitask_strategy: Optional[MultitaskStrategy] = None, - if_not_exists: Optional[IfNotExists] = None, - after_seconds: Optional[int] = None, - ) -> Union[list[dict], dict[str, Any]]: - """Create a run, wait until it finishes and return the final state. - - Args: - thread_id: the thread ID to create the run on. - If None will create a stateless run. - assistant_id: The assistant ID or graph name to run. - If using graph name, will default to first assistant created from that graph. - input: The input to the graph. - command: The command to execute. - metadata: Metadata to assign to the run. - config: The configuration for the assistant. - checkpoint: The checkpoint to resume from. - interrupt_before: Nodes to interrupt immediately before they get executed. - interrupt_after: Nodes to Nodes to interrupt immediately after they get executed. - webhook: Webhook to call after LangGraph API call is done. - on_disconnect: The disconnect mode to use. - Must be one of 'cancel' or 'continue'. - on_completion: Whether to delete or keep the thread created for a stateless run. - Must be one of 'delete' or 'keep'. - multitask_strategy: Multitask strategy to use. - Must be one of 'reject', 'interrupt', 'rollback', or 'enqueue'. - if_not_exists: How to handle missing thread. Defaults to 'reject'. - Must be either 'reject' (raise error if missing), or 'create' (create new thread). - after_seconds: The number of seconds to wait before starting the run. - Use to schedule future runs. - - Returns: - Union[list[dict], dict[str, Any]]: The output of the run. - - Example Usage: - - final_state_of_run = client.runs.wait( - thread_id=None, - assistant_id="agent", - input={"messages": [{"role": "user", "content": "how are you?"}]}, - metadata={"name":"my_run"}, - config={"configurable": {"model_name": "anthropic"}}, - interrupt_before=["node_to_stop_before_1","node_to_stop_before_2"], - interrupt_after=["node_to_stop_after_1","node_to_stop_after_2"], - webhook="https://my.fake.webhook.com", - multitask_strategy="interrupt" - ) - print(final_state_of_run) - - ------------------------------------------------------------------------------------------------------------------------------------------- - - { - 'messages': [ - { - 'content': 'how are you?', - 'additional_kwargs': {}, - 'response_metadata': {}, - 'type': 'human', - 'name': None, - 'id': 'f51a862c-62fe-4866-863b-b0863e8ad78a', - 'example': False - }, - { - 'content': "I'm doing well, thanks for asking! I'm an AI assistant created by Anthropic to be helpful, honest, and harmless.", - 'additional_kwargs': {}, - 'response_metadata': {}, - 'type': 'ai', - 'name': None, - 'id': 'run-bf1cd3c6-768f-4c16-b62d-ba6f17ad8b36', - 'example': False, - 'tool_calls': [], - 'invalid_tool_calls': [], - 'usage_metadata': None - } - ] - } - - """ # noqa: E501 - payload = { - "input": input, - "command": ( - {k: v for k, v in command.items() if v is not None} if command else None - ), - "config": config, - "metadata": metadata, - "assistant_id": assistant_id, - "interrupt_before": interrupt_before, - "interrupt_after": interrupt_after, - "webhook": webhook, - "checkpoint": checkpoint, - "checkpoint_id": checkpoint_id, - "multitask_strategy": multitask_strategy, - "if_not_exists": if_not_exists, - "on_disconnect": on_disconnect, - "on_completion": on_completion, - "after_seconds": after_seconds, - } - endpoint = ( - f"/threads/{thread_id}/runs/wait" if thread_id is not None else "/runs/wait" - ) - return self.http.post( - endpoint, json={k: v for k, v in payload.items() if v is not None} - ) - - def list(self, thread_id: str, *, limit: int = 10, offset: int = 0) -> List[Run]: - """List runs. - - Args: - thread_id: The thread ID to list runs for. - limit: The maximum number of results to return. - offset: The number of results to skip. - - Returns: - List[Run]: The runs for the thread. - - Example Usage: - - client.runs.list( - thread_id="thread_id", - limit=5, - offset=5, - ) - - """ # noqa: E501 - return self.http.get(f"/threads/{thread_id}/runs?limit={limit}&offset={offset}") - - def get(self, thread_id: str, run_id: str) -> Run: - """Get a run. - - Args: - thread_id: The thread ID to get. - run_id: The run ID to get. - - Returns: - Run: Run object. - - Example Usage: - - run = client.runs.get( - thread_id="thread_id_to_delete", - run_id="run_id_to_delete", - ) - - """ # noqa: E501 - - return self.http.get(f"/threads/{thread_id}/runs/{run_id}") - - def cancel( - self, - thread_id: str, - run_id: str, - *, - wait: bool = False, - action: CancelAction = "interrupt", - ) -> None: - """Get a run. - - Args: - thread_id: The thread ID to cancel. - run_id: The run ID to cancel. - wait: Whether to wait until run has completed. - action: Action to take when cancelling the run. Possible values - are `interrupt` or `rollback`. Default is `interrupt`. - - Returns: - None - - Example Usage: - - client.runs.cancel( - thread_id="thread_id_to_cancel", - run_id="run_id_to_cancel", - wait=True, - action="interrupt" - ) - - """ # noqa: E501 - return self.http.post( - f"/threads/{thread_id}/runs/{run_id}/cancel?wait={1 if wait else 0}&action={action}", - json=None, - ) - - def join(self, thread_id: str, run_id: str) -> dict: - """Block until a run is done. Returns the final state of the thread. - - Args: - thread_id: The thread ID to join. - run_id: The run ID to join. - - Returns: - None - - Example Usage: - - client.runs.join( - thread_id="thread_id_to_join", - run_id="run_id_to_join" - ) - - """ # noqa: E501 - return self.http.get(f"/threads/{thread_id}/runs/{run_id}/join") - - def join_stream(self, thread_id: str, run_id: str) -> Iterator[StreamPart]: - """Stream output from a run in real-time, until the run is done. - Output is not buffered, so any output produced before this call will - not be received here. - - Args: - thread_id: The thread ID to join. - run_id: The run ID to join. - - Returns: - None - - Example Usage: - - client.runs.join_stream( - thread_id="thread_id_to_join", - run_id="run_id_to_join" - ) - - """ # noqa: E501 - return self.http.stream(f"/threads/{thread_id}/runs/{run_id}/stream", "GET") - - def delete(self, thread_id: str, run_id: str) -> None: - """Delete a run. - - Args: - thread_id: The thread ID to delete. - run_id: The run ID to delete. - - Returns: - None - - Example Usage: - - client.runs.delete( - thread_id="thread_id_to_delete", - run_id="run_id_to_delete" - ) - - """ # noqa: E501 - self.http.delete(f"/threads/{thread_id}/runs/{run_id}") - - -class SyncCronClient: - """Synchronous client for managing cron jobs in LangGraph. - - This class provides methods to create and manage scheduled tasks (cron jobs) for automated graph executions. - - Example: - - client = get_sync_client() - cron_job = client.crons.create_for_thread(thread_id="thread_123", assistant_id="asst_456", schedule="0 * * * *") - """ - - def __init__(self, http_client: SyncHttpClient) -> None: - self.http = http_client - - def create_for_thread( - self, - thread_id: str, - assistant_id: str, - *, - schedule: str, - input: Optional[dict] = None, - metadata: Optional[dict] = None, - config: Optional[Config] = None, - interrupt_before: Optional[Union[All, list[str]]] = None, - interrupt_after: Optional[Union[All, list[str]]] = None, - webhook: Optional[str] = None, - multitask_strategy: Optional[str] = None, - ) -> Run: - """Create a cron job for a thread. - - Args: - thread_id: the thread ID to run the cron job on. - assistant_id: The assistant ID or graph name to use for the cron job. - If using graph name, will default to first assistant created from that graph. - schedule: The cron schedule to execute this job on. - input: The input to the graph. - metadata: Metadata to assign to the cron job runs. - config: The configuration for the assistant. - interrupt_before: Nodes to interrupt immediately before they get executed. - - interrupt_after: Nodes to Nodes to interrupt immediately after they get executed. - - webhook: Webhook to call after LangGraph API call is done. - multitask_strategy: Multitask strategy to use. - Must be one of 'reject', 'interrupt', 'rollback', or 'enqueue'. - - Returns: - Run: The cron run. - - Example Usage: - - cron_run = client.crons.create_for_thread( - thread_id="my-thread-id", - assistant_id="agent", - schedule="27 15 * * *", - input={"messages": [{"role": "user", "content": "hello!"}]}, - metadata={"name":"my_run"}, - config={"configurable": {"model_name": "openai"}}, - interrupt_before=["node_to_stop_before_1","node_to_stop_before_2"], - interrupt_after=["node_to_stop_after_1","node_to_stop_after_2"], - webhook="https://my.fake.webhook.com", - multitask_strategy="interrupt" - ) - - """ # noqa: E501 - payload = { - "schedule": schedule, - "input": input, - "config": config, - "metadata": metadata, - "assistant_id": assistant_id, - "interrupt_before": interrupt_before, - "interrupt_after": interrupt_after, - "webhook": webhook, - } - if multitask_strategy: - payload["multitask_strategy"] = multitask_strategy - payload = {k: v for k, v in payload.items() if v is not None} - return self.http.post(f"/threads/{thread_id}/runs/crons", json=payload) - - def create( - self, - assistant_id: str, - *, - schedule: str, - input: Optional[dict] = None, - metadata: Optional[dict] = None, - config: Optional[Config] = None, - interrupt_before: Optional[Union[All, list[str]]] = None, - interrupt_after: Optional[Union[All, list[str]]] = None, - webhook: Optional[str] = None, - multitask_strategy: Optional[str] = None, - ) -> Run: - """Create a cron run. - - Args: - assistant_id: The assistant ID or graph name to use for the cron job. - If using graph name, will default to first assistant created from that graph. - schedule: The cron schedule to execute this job on. - input: The input to the graph. - metadata: Metadata to assign to the cron job runs. - config: The configuration for the assistant. - interrupt_before: Nodes to interrupt immediately before they get executed. - interrupt_after: Nodes to Nodes to interrupt immediately after they get executed. - webhook: Webhook to call after LangGraph API call is done. - multitask_strategy: Multitask strategy to use. - Must be one of 'reject', 'interrupt', 'rollback', or 'enqueue'. - - Returns: - Run: The cron run. - - Example Usage: - - cron_run = client.crons.create( - assistant_id="agent", - schedule="27 15 * * *", - input={"messages": [{"role": "user", "content": "hello!"}]}, - metadata={"name":"my_run"}, - config={"configurable": {"model_name": "openai"}}, - interrupt_before=["node_to_stop_before_1","node_to_stop_before_2"], - interrupt_after=["node_to_stop_after_1","node_to_stop_after_2"], - webhook="https://my.fake.webhook.com", - multitask_strategy="interrupt" - ) - - """ # noqa: E501 - payload = { - "schedule": schedule, - "input": input, - "config": config, - "metadata": metadata, - "assistant_id": assistant_id, - "interrupt_before": interrupt_before, - "interrupt_after": interrupt_after, - "webhook": webhook, - } - if multitask_strategy: - payload["multitask_strategy"] = multitask_strategy - payload = {k: v for k, v in payload.items() if v is not None} - return self.http.post("/runs/crons", json=payload) - - def delete(self, cron_id: str) -> None: - """Delete a cron. - - Args: - cron_id: The cron ID to delete. - - Returns: - None - - Example Usage: - - client.crons.delete( - cron_id="cron_to_delete" - ) - - """ # noqa: E501 - self.http.delete(f"/runs/crons/{cron_id}") - - def search( - self, - *, - assistant_id: Optional[str] = None, - thread_id: Optional[str] = None, - limit: int = 10, - offset: int = 0, - ) -> list[Cron]: - """Get a list of cron jobs. - - Args: - assistant_id: The assistant ID or graph name to search for. - thread_id: the thread ID to search for. - limit: The maximum number of results to return. - offset: The number of results to skip. - - Returns: - list[Cron]: The list of cron jobs returned by the search, - - Example Usage: - - cron_jobs = client.crons.search( - assistant_id="my_assistant_id", - thread_id="my_thread_id", - limit=5, - offset=5, - ) - print(cron_jobs) - - ---------------------------------------------------------- - - [ - { - 'cron_id': '1ef3cefa-4c09-6926-96d0-3dc97fd5e39b', - 'assistant_id': 'my_assistant_id', - 'thread_id': 'my_thread_id', - 'user_id': None, - 'payload': - { - 'input': {'start_time': ''}, - 'schedule': '4 * * * *', - 'assistant_id': 'my_assistant_id' - }, - 'schedule': '4 * * * *', - 'next_run_date': '2024-07-25T17:04:00+00:00', - 'end_time': None, - 'created_at': '2024-07-08T06:02:23.073257+00:00', - 'updated_at': '2024-07-08T06:02:23.073257+00:00' - } - ] - - """ # noqa: E501 - payload = { - "assistant_id": assistant_id, - "thread_id": thread_id, - "limit": limit, - "offset": offset, - } - payload = {k: v for k, v in payload.items() if v is not None} - return self.http.post("/runs/crons/search", json=payload) - - -class SyncStoreClient: - """A client for synchronous operations on a key-value store. - - Provides methods to interact with a remote key-value store, allowing - storage and retrieval of items within namespaced hierarchies. - - Example: - - client = get_sync_client() - client.store.put_item(["users", "profiles"], "user123", {"name": "Alice", "age": 30}) - """ - - def __init__(self, http: SyncHttpClient) -> None: - self.http = http - - def put_item( - self, - namespace: Sequence[str], - /, - key: str, - value: dict[str, Any], - index: Optional[Union[Literal[False], list[str]]] = None, - ) -> None: - """Store or update an item. - - Args: - namespace: A list of strings representing the namespace path. - key: The unique identifier for the item within the namespace. - value: A dictionary containing the item's data. - index: Controls search indexing - None (use defaults), False (disable), or list of field paths to index. - - Returns: - None - - Example Usage: - - client.store.put_item( - ["documents", "user123"], - key="item456", - value={"title": "My Document", "content": "Hello World"} - ) - """ - for label in namespace: - if "." in label: - raise ValueError( - f"Invalid namespace label '{label}'. Namespace labels cannot contain periods ('.')." - ) - payload = { - "namespace": namespace, - "key": key, - "value": value, - "index": index, - } - self.http.put("/store/items", json=payload) - - def get_item(self, namespace: Sequence[str], /, key: str) -> Item: - """Retrieve a single item. - - Args: - key: The unique identifier for the item. - namespace: Optional list of strings representing the namespace path. - - Returns: - Item: The retrieved item. - - Example Usage: - - item = client.store.get_item( - ["documents", "user123"], - key="item456", - ) - print(item) - - ---------------------------------------------------------------- - - { - 'namespace': ['documents', 'user123'], - 'key': 'item456', - 'value': {'title': 'My Document', 'content': 'Hello World'}, - 'created_at': '2024-07-30T12:00:00Z', - 'updated_at': '2024-07-30T12:00:00Z' - } - """ - for label in namespace: - if "." in label: - raise ValueError( - f"Invalid namespace label '{label}'. Namespace labels cannot contain periods ('.')." - ) - - return self.http.get( - "/store/items", params={"key": key, "namespace": ".".join(namespace)} - ) - - def delete_item(self, namespace: Sequence[str], /, key: str) -> None: - """Delete an item. - - Args: - key: The unique identifier for the item. - namespace: Optional list of strings representing the namespace path. - - Returns: - None - - Example Usage: - - client.store.delete_item( - ["documents", "user123"], - key="item456", - ) - """ - self.http.delete("/store/items", json={"key": key, "namespace": namespace}) - - def search_items( - self, - namespace_prefix: Sequence[str], - /, - filter: Optional[dict[str, Any]] = None, - limit: int = 10, - offset: int = 0, - query: Optional[str] = None, - ) -> SearchItemsResponse: - """Search for items within a namespace prefix. - - Args: - namespace_prefix: List of strings representing the namespace prefix. - filter: Optional dictionary of key-value pairs to filter results. - limit: Maximum number of items to return (default is 10). - offset: Number of items to skip before returning results (default is 0). - query: Optional query for natural language search. - - Returns: - List[Item]: A list of items matching the search criteria. - - Example Usage: - - items = client.store.search_items( - ["documents"], - filter={"author": "John Doe"}, - limit=5, - offset=0 - ) - print(items) - - ---------------------------------------------------------------- - - { - "items": [ - { - "namespace": ["documents", "user123"], - "key": "item789", - "value": { - "title": "Another Document", - "author": "John Doe" - }, - "created_at": "2024-07-30T12:00:00Z", - "updated_at": "2024-07-30T12:00:00Z" - }, - # ... additional items ... - ] - } - """ - payload = { - "namespace_prefix": namespace_prefix, - "filter": filter, - "limit": limit, - "offset": offset, - "query": query, - } - return self.http.post("/store/items/search", json=_provided_vals(payload)) - - def list_namespaces( - self, - prefix: Optional[List[str]] = None, - suffix: Optional[List[str]] = None, - max_depth: Optional[int] = None, - limit: int = 100, - offset: int = 0, - ) -> ListNamespaceResponse: - """List namespaces with optional match conditions. - - Args: - prefix: Optional list of strings representing the prefix to filter namespaces. - suffix: Optional list of strings representing the suffix to filter namespaces. - max_depth: Optional integer specifying the maximum depth of namespaces to return. - limit: Maximum number of namespaces to return (default is 100). - offset: Number of namespaces to skip before returning results (default is 0). - - Returns: - List[List[str]]: A list of namespaces matching the criteria. - - Example Usage: - - namespaces = client.store.list_namespaces( - prefix=["documents"], - max_depth=3, - limit=10, - offset=0 - ) - print(namespaces) - - ---------------------------------------------------------------- - - [ - ["documents", "user123", "reports"], - ["documents", "user456", "invoices"], - ... - ] - """ - payload = { - "prefix": prefix, - "suffix": suffix, - "max_depth": max_depth, - "limit": limit, - "offset": offset, - } - return self.http.post("/store/namespaces", json=_provided_vals(payload)) - - -def _provided_vals(d: dict): - return {k: v for k, v in d.items() if v is not None} - - -_registered_transports: list[httpx.ASGITransport] = [] - - -# Do not move; this is used in the server. -def configure_loopback_transports(app: Any) -> None: - for transport in _registered_transports: - transport.app = app diff --git a/libs/sdk-py/langgraph_sdk/py.typed b/libs/sdk-py/langgraph_sdk/py.typed deleted file mode 100644 index e69de29bb..000000000 diff --git a/libs/sdk-py/langgraph_sdk/schema.py b/libs/sdk-py/langgraph_sdk/schema.py deleted file mode 100644 index ab5ad65f5..000000000 --- a/libs/sdk-py/langgraph_sdk/schema.py +++ /dev/null @@ -1,419 +0,0 @@ -"""Data models for interacting with the LangGraph API.""" - -from datetime import datetime -from typing import ( - Any, - Dict, - Literal, - NamedTuple, - Optional, - Sequence, - Tuple, - TypedDict, - Union, -) - -Json = Optional[dict[str, Any]] -"""Represents a JSON-like structure, which can be None or a dictionary with string keys and any values.""" - -RunStatus = Literal["pending", "error", "success", "timeout", "interrupted"] -""" -Represents the status of a run: -- "pending": The run is waiting to start. -- "error": The run encountered an error and stopped. -- "success": The run completed successfully. -- "timeout": The run exceeded its time limit. -- "interrupted": The run was manually stopped or interrupted. -""" - -ThreadStatus = Literal["idle", "busy", "interrupted", "error"] -""" -Represents the status of a thread: -- "idle": The thread is not currently processing any task. -- "busy": The thread is actively processing a task. -- "interrupted": The thread's execution was interrupted. -- "error": An exception occurred during task processing. -""" - -StreamMode = Literal[ - "values", "messages", "updates", "events", "debug", "custom", "messages-tuple" -] -""" -Defines the mode of streaming: -- "values": Stream only the values. -- "messages": Stream complete messages. -- "updates": Stream updates to the state. -- "events": Stream events occurring during execution. -- "debug": Stream detailed debug information. -- "custom": Stream custom events. -""" - -DisconnectMode = Literal["cancel", "continue"] -""" -Specifies behavior on disconnection: -- "cancel": Cancel the operation on disconnection. -- "continue": Continue the operation even if disconnected. -""" - -MultitaskStrategy = Literal["reject", "interrupt", "rollback", "enqueue"] -""" -Defines how to handle multiple tasks: -- "reject": Reject new tasks when busy. -- "interrupt": Interrupt current task for new ones. -- "rollback": Roll back current task and start new one. -- "enqueue": Queue new tasks for later execution. -""" - -OnConflictBehavior = Literal["raise", "do_nothing"] -""" -Specifies behavior on conflict: -- "raise": Raise an exception when a conflict occurs. -- "do_nothing": Ignore conflicts and proceed. -""" - -OnCompletionBehavior = Literal["delete", "keep"] -""" -Defines action after completion: -- "delete": Delete resources after completion. -- "keep": Retain resources after completion. -""" - -All = Literal["*"] -"""Represents a wildcard or 'all' selector.""" - -IfNotExists = Literal["create", "reject"] -""" -Specifies behavior if the thread doesn't exist: -- "create": Create a new thread if it doesn't exist. -- "reject": Reject the operation if the thread doesn't exist. -""" - -CancelAction = Literal["interrupt", "rollback"] -""" -Action to take when cancelling the run. -- "interrupt": Simply cancel the run. -- "rollback": Cancel the run. Then delete the run and associated checkpoints. -""" - - -class Config(TypedDict, total=False): - """Configuration options for a call.""" - - tags: list[str] - """ - Tags for this call and any sub-calls (eg. a Chain calling an LLM). - You can use these to filter calls. - """ - - recursion_limit: int - """ - Maximum number of times a call can recurse. If not provided, defaults to 25. - """ - - configurable: dict[str, Any] - """ - Runtime values for attributes previously made configurable on this Runnable, - or sub-Runnables, through .configurable_fields() or .configurable_alternatives(). - Check .output_schema() for a description of the attributes that have been made - configurable. - """ - - -class Checkpoint(TypedDict): - """Represents a checkpoint in the execution process.""" - - thread_id: str - """Unique identifier for the thread associated with this checkpoint.""" - checkpoint_ns: str - """Namespace for the checkpoint, used for organization and retrieval.""" - checkpoint_id: Optional[str] - """Optional unique identifier for the checkpoint itself.""" - checkpoint_map: Optional[dict[str, Any]] - """Optional dictionary containing checkpoint-specific data.""" - - -class GraphSchema(TypedDict): - """Defines the structure and properties of a graph.""" - - graph_id: str - """The ID of the graph.""" - input_schema: Optional[dict] - """The schema for the graph input. - Missing if unable to generate JSON schema from graph.""" - output_schema: Optional[dict] - """The schema for the graph output. - Missing if unable to generate JSON schema from graph.""" - state_schema: Optional[dict] - """The schema for the graph state. - Missing if unable to generate JSON schema from graph.""" - config_schema: Optional[dict] - """The schema for the graph config. - Missing if unable to generate JSON schema from graph.""" - - -Subgraphs = dict[str, GraphSchema] - - -class AssistantBase(TypedDict): - """Base model for an assistant.""" - - assistant_id: str - """The ID of the assistant.""" - graph_id: str - """The ID of the graph.""" - config: Config - """The assistant config.""" - created_at: datetime - """The time the assistant was created.""" - metadata: Json - """The assistant metadata.""" - version: int - """The version of the assistant""" - - -class AssistantVersion(AssistantBase): - """Represents a specific version of an assistant.""" - - pass - - -class Assistant(AssistantBase): - """Represents an assistant with additional properties.""" - - updated_at: datetime - """The last time the assistant was updated.""" - name: str - """The name of the assistant""" - - -class Interrupt(TypedDict, total=False): - """Represents an interruption in the execution flow.""" - - value: Any - """The value associated with the interrupt.""" - when: Literal["during"] - """When the interrupt occurred.""" - resumable: bool - """Whether the interrupt can be resumed.""" - ns: Optional[list[str]] - """Optional namespace for the interrupt.""" - - -class Thread(TypedDict): - """Represents a conversation thread.""" - - thread_id: str - """The ID of the thread.""" - created_at: datetime - """The time the thread was created.""" - updated_at: datetime - """The last time the thread was updated.""" - metadata: Json - """The thread metadata.""" - status: ThreadStatus - """The status of the thread, one of 'idle', 'busy', 'interrupted'.""" - values: Json - """The current state of the thread.""" - interrupts: Dict[str, list[Interrupt]] - """Interrupts which were thrown in this thread""" - - -class ThreadTask(TypedDict): - """Represents a task within a thread.""" - - id: str - name: str - error: Optional[str] - interrupts: list[Interrupt] - checkpoint: Optional[Checkpoint] - state: Optional["ThreadState"] - result: Optional[dict[str, Any]] - - -class ThreadState(TypedDict): - """Represents the state of a thread.""" - - values: Union[list[dict], dict[str, Any]] - """The state values.""" - next: Sequence[str] - """The next nodes to execute. If empty, the thread is done until new input is - received.""" - checkpoint: Checkpoint - """The ID of the checkpoint.""" - metadata: Json - """Metadata for this state""" - created_at: Optional[str] - """Timestamp of state creation""" - parent_checkpoint: Optional[Checkpoint] - """The ID of the parent checkpoint. If missing, this is the root checkpoint.""" - tasks: Sequence[ThreadTask] - """Tasks to execute in this step. If already attempted, may contain an error.""" - - -class ThreadUpdateStateResponse(TypedDict): - """Represents the response from updating a thread's state.""" - - checkpoint: Checkpoint - """Checkpoint of the latest state.""" - - -class Run(TypedDict): - """Represents a single execution run.""" - - run_id: str - """The ID of the run.""" - thread_id: str - """The ID of the thread.""" - assistant_id: str - """The assistant that was used for this run.""" - created_at: datetime - """The time the run was created.""" - updated_at: datetime - """The last time the run was updated.""" - status: RunStatus - """The status of the run. One of 'pending', 'running', "error", 'success', "timeout", "interrupted".""" - metadata: Json - """The run metadata.""" - multitask_strategy: MultitaskStrategy - """Strategy to handle concurrent runs on the same thread.""" - - -class Cron(TypedDict): - """Represents a scheduled task.""" - - cron_id: str - """The ID of the cron.""" - thread_id: Optional[str] - """The ID of the thread.""" - end_time: Optional[datetime] - """The end date to stop running the cron.""" - schedule: str - """The schedule to run, cron format.""" - created_at: datetime - """The time the cron was created.""" - updated_at: datetime - """The last time the cron was updated.""" - payload: dict - """The run payload to use for creating new run.""" - - -class RunCreate(TypedDict): - """Defines the parameters for initiating a background run.""" - - thread_id: Optional[str] - """The identifier of the thread to run. If not provided, the run is stateless.""" - assistant_id: str - """The identifier of the assistant to use for this run.""" - input: Optional[dict] - """Initial input data for the run.""" - metadata: Optional[dict] - """Additional metadata to associate with the run.""" - config: Optional[Config] - """Configuration options for the run.""" - checkpoint_id: Optional[str] - """The identifier of a checkpoint to resume from.""" - interrupt_before: Optional[list[str]] - """List of node names to interrupt execution before.""" - interrupt_after: Optional[list[str]] - """List of node names to interrupt execution after.""" - webhook: Optional[str] - """URL to send webhook notifications about the run's progress.""" - multitask_strategy: Optional[MultitaskStrategy] - """Strategy for handling concurrent runs on the same thread.""" - - -class Item(TypedDict): - """Represents a single document or data entry in the graph's Store. - - Items are used to store cross-thread memories. - """ - - namespace: list[str] - """The namespace of the item. A namespace is analogous to a document's directory.""" - key: str - """The unique identifier of the item within its namespace. - - In general, keys needn't be globally unique. - """ - value: dict[str, Any] - """The value stored in the item. This is the document itself.""" - created_at: datetime - """The timestamp when the item was created.""" - updated_at: datetime - """The timestamp when the item was last updated.""" - - -class ListNamespaceResponse(TypedDict): - """Response structure for listing namespaces.""" - - namespaces: list[list[str]] - """A list of namespace paths, where each path is a list of strings.""" - - -class SearchItem(Item, total=False): - """Item with an optional relevance score from search operations. - - Attributes: - score (Optional[float]): Relevance/similarity score. Included when - searching a compatible store with a natural language query. - """ - - score: Optional[float] - - -class SearchItemsResponse(TypedDict): - """Response structure for searching items.""" - - items: list[SearchItem] - """A list of items matching the search criteria.""" - - -class StreamPart(NamedTuple): - """Represents a part of a stream response.""" - - event: str - """The type of event for this stream part.""" - data: dict - """The data payload associated with the event.""" - - -class Send(TypedDict): - """Represents a message to be sent to a specific node in the graph. - - This type is used to explicitly send messages to nodes in the graph, typically - used within Command objects to control graph execution flow. - """ - - node: str - """The name of the target node to send the message to.""" - input: Optional[dict[str, Any]] - """Optional dictionary containing the input data to be passed to the node. - - If None, the node will be called with no input.""" - - -class Command(TypedDict, total=False): - """Represents one or more commands to control graph execution flow and state. - - This type defines the control commands that can be returned by nodes to influence - graph execution. It lets you navigate to other nodes, update graph state, - and resume from interruptions. - """ - - goto: Union[Send, str, Sequence[Union[Send, str]]] - """Specifies where execution should continue. Can be: - - - A string node name to navigate to - - A Send object to execute a node with specific input - - A sequence of node names or Send objects to execute in order - """ - update: Union[dict[str, Any], Sequence[Tuple[str, Any]]] - """Updates to apply to the graph's state. Can be: - - - A dictionary of state updates to merge - - A sequence of (key, value) tuples for ordered updates - """ - resume: Any - """Value to resume execution with after an interruption. - Used in conjunction with interrupt() to implement control flow. - """ diff --git a/libs/sdk-py/langgraph_sdk/sse.py b/libs/sdk-py/langgraph_sdk/sse.py deleted file mode 100644 index 6460b363c..000000000 --- a/libs/sdk-py/langgraph_sdk/sse.py +++ /dev/null @@ -1,148 +0,0 @@ -"""Adapted from httpx_sse to split lines on \n, \r, \r\n per the SSE spec.""" - -from typing import AsyncIterator, Iterator, Optional, Union - -import httpx -import orjson - -from langgraph_sdk.schema import StreamPart - -BytesLike = Union[bytes, bytearray, memoryview] - - -class BytesLineDecoder: - """ - Handles incrementally reading lines from text. - - Has the same behaviour as the stdllib bytes splitlines, - but handling the input iteratively. - """ - - def __init__(self) -> None: - self.buffer = bytearray() - self.trailing_cr: bool = False - - def decode(self, text: bytes) -> list[BytesLike]: - # See https://docs.python.org/3/glossary.html#term-universal-newlines - NEWLINE_CHARS = b"\n\r" - - # We always push a trailing `\r` into the next decode iteration. - if self.trailing_cr: - text = b"\r" + text - self.trailing_cr = False - if text.endswith(b"\r"): - self.trailing_cr = True - text = text[:-1] - - if not text: - # NOTE: the edge case input of empty text doesn't occur in practice, - # because other httpx internals filter out this value - return [] # pragma: no cover - - trailing_newline = text[-1] in NEWLINE_CHARS - lines = text.splitlines() - - if len(lines) == 1 and not trailing_newline: - # No new lines, buffer the input and continue. - self.buffer.extend(lines[0]) - return [] - - if self.buffer: - # Include any existing buffer in the first portion of the - # splitlines result. - self.buffer.extend(lines[0]) - lines = [self.buffer] + lines[1:] - self.buffer = bytearray() - - if not trailing_newline: - # If the last segment of splitlines is not newline terminated, - # then drop it from our output and start a new buffer. - self.buffer.extend(lines.pop()) - - return lines - - def flush(self) -> list[BytesLike]: - if not self.buffer and not self.trailing_cr: - return [] - - lines = [self.buffer] - self.buffer = bytearray() - self.trailing_cr = False - return lines - - -class SSEDecoder: - def __init__(self) -> None: - self._event = "" - self._data = bytearray() - self._last_event_id = "" - self._retry: Optional[int] = None - - def decode(self, line: bytes) -> Optional[StreamPart]: - # See: https://html.spec.whatwg.org/multipage/server-sent-events.html#event-stream-interpretation # noqa: E501 - - if not line: - if ( - not self._event - and not self._data - and not self._last_event_id - and self._retry is None - ): - return None - - sse = StreamPart( - event=self._event, - data=orjson.loads(self._data) if self._data else None, - ) - - # NOTE: as per the SSE spec, do not reset last_event_id. - self._event = "" - self._data = bytearray() - self._retry = None - - return sse - - if line.startswith(b":"): - return None - - fieldname, _, value = line.partition(b":") - - if value.startswith(b" "): - value = value[1:] - - if fieldname == b"event": - self._event = value.decode() - elif fieldname == b"data": - self._data.extend(value) - elif fieldname == b"id": - if b"\0" in value: - pass - else: - self._last_event_id = value.decode() - elif fieldname == b"retry": - try: - self._retry = int(value) - except (TypeError, ValueError): - pass - else: - pass # Field is ignored. - - return None - - -async def aiter_lines_raw(response: httpx.Response) -> AsyncIterator[BytesLike]: - decoder = BytesLineDecoder() - async for chunk in response.aiter_bytes(): - for line in decoder.decode(chunk): - yield line - for line in decoder.flush(): - yield line - - -def iter_lines_raw(response: httpx.Response) -> Iterator[BytesLike]: - decoder = BytesLineDecoder() - for chunk in response.iter_bytes(): - for line in decoder.decode(chunk): - yield line - for line in decoder.flush(): - 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