diff --git a/.github/ISSUE_TEMPLATE/config.yml b/.github/ISSUE_TEMPLATE/config.yml index 8ab0b8d23..cd9f8270a 100644 --- a/.github/ISSUE_TEMPLATE/config.yml +++ b/.github/ISSUE_TEMPLATE/config.yml @@ -1,6 +1,9 @@ blank_issues_enabled: false version: 2.1 contact_links: + - name: Documentation + url: https://github.com/langchain-ai/docs/issues/new?template=langgraph.yml + about: Report an issue related to the LangGraph documentation - name: LangChain Forum url: https://forum.langchain.com/ - about: General community discussions, support, and feature requests + about: General community discussions and support diff --git a/.github/ISSUE_TEMPLATE/documentation.yml b/.github/ISSUE_TEMPLATE/documentation.yml deleted file mode 100644 index fa48adb58..000000000 --- a/.github/ISSUE_TEMPLATE/documentation.yml +++ /dev/null @@ -1,19 +0,0 @@ -name: Documentation -description: Report an issue related to the LangGraph documentation. -title: "DOC: " -labels: [documentation] - -body: -- type: textarea - attributes: - label: "Issue with current documentation:" - description: > - Please make sure to leave a reference to the document/code you're - referring to. - -- type: textarea - attributes: - label: "Idea or request for content:" - description: > - Please describe as clearly as possible what topics you think are missing - from the current documentation. \ No newline at end of file diff --git a/.github/scripts/run_langgraph_cli_test.py b/.github/scripts/run_langgraph_cli_test.py index 478a215ab..872b86f65 100644 --- a/.github/scripts/run_langgraph_cli_test.py +++ b/.github/scripts/run_langgraph_cli_test.py @@ -1,107 +1,145 @@ -import asyncio -import json -import os import pathlib import sys -import langgraph_cli -import langgraph_cli.docker -import langgraph_cli.config +import time +from urllib import request, error +import langgraph_cli +import langgraph_cli.config +import langgraph_cli.docker +from langgraph_cli.cli import prepare_args_and_stdin +from langgraph_cli.constants import DEFAULT_PORT from langgraph_cli.exec import Runner, subp_exec from langgraph_cli.progress import Progress -from langgraph_cli.constants import DEFAULT_PORT -def test( - config: pathlib.Path, - port: int, - tag: str, - verbose: bool, -): +def test(config: pathlib.Path, port: int, tag: str, verbose: bool): + """Spin up API with Postgres/Redis via docker compose and wait until ready.""" with Runner() as runner, Progress(message="Pulling...") as set: - # check docker available + # Detect docker/compose capabilities capabilities = langgraph_cli.docker.check_capabilities(runner) - # open config + + # Validate config and prepare compose stdin/args using built image config_json = langgraph_cli.config.validate_config_file(config) + args, stdin = prepare_args_and_stdin( + capabilities=capabilities, + config_path=config, + config=config_json, + docker_compose=None, + port=port, + watch=False, + debugger_port=None, + debugger_base_url=f"http://127.0.0.1:{port}", + postgres_uri=None, + api_version=None, + image=tag, + base_image=None, + ) - set("Running...") - args = [ - "run", - "--rm", - "-p", - f"{port}:8000", - ] - if isinstance(config_json["env"], str): - args.extend( - [ - "--env-file", - str(config.parent / config_json["env"]), - ] - ) - else: - for k, v in config_json["env"].items(): - args.extend( - [ - "-e", - f"{k}={v}", - ] - ) - if capabilities.healthcheck_start_interval: - args.extend( - [ - "--health-interval", - "5s", - "--health-retries", - "1", - "--health-start-period", - "10s", - "--health-start-interval", - "1s", - ] - ) - else: - args.extend( - [ - "--health-interval", - "5s", - "--health-retries", - "2", - ] - ) + # Compose up with wait (implies detach), similar to `langgraph up --wait` + args_up = [*args, "up", "--remove-orphans", "--wait"] - _task = None - - def on_stdout(line: str): - nonlocal _task - if "GET /ok" in line or "Uvicorn running on" in line: - set("") - sys.stdout.write( - f"""Ready! -- API: http://localhost:{port} -""" - ) - sys.stdout.flush() - _task.cancel() - return True - return False - - async def subp_exec_task(*args, **kwargs): - nonlocal _task - _task = asyncio.create_task(subp_exec(*args, **kwargs)) - await _task + compose_cmd = ["docker", "compose"] + if capabilities.compose_type == "standalone": + compose_cmd = ["docker-compose"] + set("Starting...") try: runner.run( - subp_exec_task( - "docker", - *args, - tag, + subp_exec( + *compose_cmd, + *args_up, + input=stdin, verbose=verbose, - on_stdout=on_stdout, ) ) - except asyncio.CancelledError: - pass + except Exception as e: # noqa: BLE001 + # On failure, show diagnostics then ensure clean teardown + sys.stderr.write(f"docker compose up failed: {e}\n") + try: + sys.stderr.write("\n== docker compose ps ==\n") + runner.run(subp_exec(*compose_cmd, *args, "ps", input=stdin, verbose=False)) + except Exception: + pass + try: + sys.stderr.write("\n== docker compose logs (api) ==\n") + runner.run( + subp_exec( + *compose_cmd, + *args, + "logs", + "langgraph-api", + input=stdin, + verbose=False, + ) + ) + except Exception: + pass + finally: + try: + runner.run( + subp_exec( + *compose_cmd, + *args, + "down", + "-v", + "--remove-orphans", + input=stdin, + verbose=False, + ) + ) + finally: + raise + + set("") + base_url = f"http://localhost:{port}" + ok_url = f"{base_url}/ok" + print(f"Waiting for {ok_url} to respond with 200...") + deadline = time.time() + 30 + last_err: Exception | None = None + while time.time() < deadline: + try: + with request.urlopen(ok_url, timeout=2) as resp: + if resp.status == 200: + sys.stdout.write( + f"""Ready!\n- API: {base_url}\n- /ok: 200 OK\n""" + ) + sys.stdout.flush() + break + else: + last_err = RuntimeError(f"Unexpected status: {resp.status}") + print(f"Unexpected status: {resp.status}") + except error.URLError as e: + last_err = e + except Exception as e: # noqa: BLE001 + last_err = e + time.sleep(0.5) + else: + # Bring stack down before raising + args_down = [*args, "down", "-v", "--remove-orphans"] + try: + runner.run( + subp_exec( + *compose_cmd, + *args_down, + input=stdin, + verbose=verbose, + ) + ) + finally: + raise SystemExit( + f"/ok did not return 202 within timeout. Last error: {last_err}" + ) + + # Clean up: bring compose stack down to free ports for next test + args_down = [*args, "down", "-v", "--remove-orphans"] + runner.run( + subp_exec( + *compose_cmd, + *args_down, + input=stdin, + verbose=verbose, + ) + ) if __name__ == "__main__": @@ -110,6 +148,6 @@ if __name__ == "__main__": parser = argparse.ArgumentParser() parser.add_argument("-t", "--tag", type=str) parser.add_argument("-c", "--config", type=str, default="./langgraph.json") - parser.add_argument("-p", "--port", default=DEFAULT_PORT) + parser.add_argument("-p", "--port", type=int, default=DEFAULT_PORT) args = parser.parse_args() test(pathlib.Path(args.config), args.port, args.tag, verbose=True) diff --git a/.github/workflows/_integration_test.yml b/.github/workflows/_integration_test.yml index 5857609ec..89097d600 100644 --- a/.github/workflows/_integration_test.yml +++ b/.github/workflows/_integration_test.yml @@ -14,12 +14,25 @@ jobs: python-version: - "3.10" - "3.11" + example: + - name: A + workdir: libs/cli/examples + tag: langgraph-test-a + - name: B + workdir: libs/cli/examples/graphs + tag: langgraph-test-b + - name: C + workdir: libs/cli/examples/graphs_reqs_a + tag: langgraph-test-c + - name: D + workdir: libs/cli/examples/graphs_reqs_b + tag: langgraph-test-d name: "CLI integration test" defaults: run: working-directory: libs/cli steps: - - uses: actions/checkout@v4 + - uses: actions/checkout@v5 - name: Get changed files id: changed-files uses: Ana06/get-changed-files@v2.3.0 @@ -33,42 +46,51 @@ jobs: enable-cache: true cache-suffix: "cli-integration-test" ignore-nothing-to-cache: true - - name: Setup env - if: steps.changed-files.outputs.all - working-directory: libs/cli/examples - run: cat .env.example > .env - name: Install cli globally if: steps.changed-files.outputs.all run: pip install -e . - - name: Build and test service A + - name: Build and test service ${{ matrix.example.name }} if: steps.changed-files.outputs.all - working-directory: libs/cli/examples + working-directory: ${{ matrix.example.workdir }} + env: + LANGSMITH_API_KEY: ${{ secrets.LANGSMITH_API_KEY }} run: | - # The build-arg isn't used; just testing that we accept other args - langgraph build -t langgraph-test-a --base-image "langchain/langgraph-trial" - cp .env.example .envg - timeout 60 python ../../../.github/scripts/run_langgraph_cli_test.py -c langgraph.json -t langgraph-test-a - - name: Build and test service B - if: steps.changed-files.outputs.all - working-directory: libs/cli/examples/graphs - run: | - langgraph build -t langgraph-test-b --base-image "langchain/langgraph-trial" - timeout 60 python ../../../../.github/scripts/run_langgraph_cli_test.py -t langgraph-test-b - - name: Build and test service C - if: steps.changed-files.outputs.all - working-directory: libs/cli/examples/graphs_reqs_a - run: | - langgraph build -t langgraph-test-c --base-image "langchain/langgraph-trial" - timeout 60 python ../../../../.github/scripts/run_langgraph_cli_test.py -t langgraph-test-c - - name: Build and test service D - if: steps.changed-files.outputs.all - working-directory: libs/cli/examples/graphs_reqs_b - run: | - langgraph build -t langgraph-test-d --base-image "langchain/langgraph-trial" - timeout 60 python ../../../../.github/scripts/run_langgraph_cli_test.py -t langgraph-test-d + # Build the image for this example + langgraph build -t ${{ matrix.example.tag }} + # Prepare environment file from local or parent example directory + if [ -f .env.example ]; then cp .env.example .env; elif [ -f ../.env.example ]; then cp ../.env.example .env; fi + if [ -n "${{ secrets.LANGSMITH_API_KEY }}" ]; then echo "LANGSMITH_API_KEY=${{ secrets.LANGSMITH_API_KEY }}" >> .env; fi + # Run the integration test using the built tag + # Compute repo root to reference the shared script robustly + REPO_ROOT=$(git rev-parse --show-toplevel) + timeout 60 python "$REPO_ROOT/.github/scripts/run_langgraph_cli_test.py" -t ${{ matrix.example.tag }} - name: Build JS service if: steps.changed-files.outputs.all working-directory: libs/cli/js-examples run: | langgraph build -t langgraph-test-e + + - name: Build JS monorepo service + if: steps.changed-files.outputs.all + working-directory: libs/cli/js-monorepo-example + run: | + langgraph build -t langgraph-test-f -c apps/agent/langgraph.json --build-command "yarn run turbo build" --install-command "yarn install" + + - name: Build Python monorepo service + if: steps.changed-files.outputs.all + working-directory: libs/cli/python-monorepo-example + run: | + langgraph build -t langgraph-test-g -c apps/agent/langgraph.json + cp apps/agent/.env.example apps/agent/.env + if [ -n "${{ secrets.LANGSMITH_API_KEY }}" ]; then echo "LANGSMITH_API_KEY=${{ secrets.LANGSMITH_API_KEY }}" >> apps/agent/.env; fi + timeout 60 python ../../../.github/scripts/run_langgraph_cli_test.py -t langgraph-test-g -c apps/agent/langgraph.json + + - name: Build and test prerelease reqs service + if: steps.changed-files.outputs.all + working-directory: libs/cli/examples/graph_prerelease_reqs + run: | + langgraph build -t langgraph-test-h + cp ../.env.example .env + if [ -n "${{ secrets.LANGSMITH_API_KEY }}" ]; then echo "LANGSMITH_API_KEY=${{ secrets.LANGSMITH_API_KEY }}" >> .env; fi + timeout 60 python ../../../../.github/scripts/run_langgraph_cli_test.py -t langgraph-test-h diff --git a/.github/workflows/_lint.yml b/.github/workflows/_lint.yml index 68c9a78f3..eb64ea4ce 100644 --- a/.github/workflows/_lint.yml +++ b/.github/workflows/_lint.yml @@ -31,7 +31,7 @@ jobs: - "3.12" name: "lint #${{ matrix.python-version }}" steps: - - uses: actions/checkout@v4 + - uses: actions/checkout@v5 - name: Get changed files id: changed-files uses: Ana06/get-changed-files@v2.3.0 diff --git a/.github/workflows/_test.yml b/.github/workflows/_test.yml index 6fb763003..6f41c6407 100644 --- a/.github/workflows/_test.yml +++ b/.github/workflows/_test.yml @@ -25,7 +25,7 @@ jobs: name: "test #${{ matrix.python-version }}" steps: - - uses: actions/checkout@v4 + - uses: actions/checkout@v5 - name: Set up Python ${{ matrix.python-version }} uses: astral-sh/setup-uv@v6 with: diff --git a/.github/workflows/_test_langgraph.yml b/.github/workflows/_test_langgraph.yml index df09511e7..3486671d9 100644 --- a/.github/workflows/_test_langgraph.yml +++ b/.github/workflows/_test_langgraph.yml @@ -23,7 +23,7 @@ jobs: working-directory: libs/langgraph name: "test #${{ matrix.python-version }}" steps: - - uses: actions/checkout@v4 + - uses: actions/checkout@v5 - name: Set up Python ${{ matrix.python-version }} uses: astral-sh/setup-uv@v6 with: diff --git a/.github/workflows/_test_release.yml b/.github/workflows/_test_release.yml index 2a2324c6f..fdb237fe0 100644 --- a/.github/workflows/_test_release.yml +++ b/.github/workflows/_test_release.yml @@ -24,7 +24,7 @@ jobs: version: ${{ steps.check-version.outputs.version }} steps: - - uses: actions/checkout@v4 + - uses: actions/checkout@v5 - name: Set up Python $${ env.PYTHON_VERSION }} uses: astral-sh/setup-uv@v6 @@ -75,9 +75,9 @@ jobs: id-token: write steps: - - uses: actions/checkout@v4 + - uses: actions/checkout@v5 - - uses: actions/download-artifact@v4 + - uses: actions/download-artifact@v5 with: name: test-dist path: ${{ inputs.working-directory }}/dist/ diff --git a/.github/workflows/baseline.yml b/.github/workflows/baseline.yml index 9b2c7cd71..27f7d179a 100644 --- a/.github/workflows/baseline.yml +++ b/.github/workflows/baseline.yml @@ -17,7 +17,7 @@ jobs: run: working-directory: libs/langgraph steps: - - uses: actions/checkout@v4 + - uses: actions/checkout@v5 - run: SHA=$(git rev-parse HEAD) && echo "SHA=$SHA" >> $GITHUB_ENV - name: Set up Python 3.11 uses: astral-sh/setup-uv@v6 diff --git a/.github/workflows/bench.yml b/.github/workflows/bench.yml index f5484badb..7061e2852 100644 --- a/.github/workflows/bench.yml +++ b/.github/workflows/bench.yml @@ -15,7 +15,7 @@ jobs: run: working-directory: libs/langgraph steps: - - uses: actions/checkout@v4 + - uses: actions/checkout@v5 - id: files name: Get changed files uses: Ana06/get-changed-files@v2.3.0 diff --git a/.github/workflows/ci.yml b/.github/workflows/ci.yml index 8c37bac96..d84b982d9 100644 --- a/.github/workflows/ci.yml +++ b/.github/workflows/ci.yml @@ -27,7 +27,7 @@ jobs: python: ${{ steps.filter.outputs.python }} deps: ${{ steps.filter.outputs.deps }} steps: - - uses: actions/checkout@v4 + - uses: actions/checkout@v5 - uses: dorny/paths-filter@v3 id: filter with: @@ -100,9 +100,9 @@ jobs: name: "Check SDK methods matching" runs-on: ubuntu-latest steps: - - uses: actions/checkout@v4 + - uses: actions/checkout@v5 - name: Set up Python - uses: actions/setup-python@v5 + uses: actions/setup-python@v6 with: python-version: "3.11" - name: Run check_sdk_methods script @@ -118,7 +118,7 @@ jobs: python-version: - "3.11" steps: - - uses: actions/checkout@v4 + - uses: actions/checkout@v5 - name: Set up Python ${{ matrix.python-version }} uses: astral-sh/setup-uv@v6 with: diff --git a/.github/workflows/codespell.yml b/.github/workflows/codespell.yml index a4d9f9c41..b1be72f7e 100644 --- a/.github/workflows/codespell.yml +++ b/.github/workflows/codespell.yml @@ -21,7 +21,7 @@ steps: - name: Checkout - uses: actions/checkout@v4 + uses: actions/checkout@v5 - name: Install Dependencies run: | diff --git a/.github/workflows/deploy_docs.yml b/.github/workflows/deploy_docs.yml index 4c31784c2..6368aeeca 100644 --- a/.github/workflows/deploy_docs.yml +++ b/.github/workflows/deploy_docs.yml @@ -28,7 +28,7 @@ jobs: outputs: changed-files: ${{ steps.changed-files.outputs.added_modified }} steps: - - uses: actions/checkout@v4 + - uses: actions/checkout@v5 - name: Get changed files id: changed-files uses: Ana06/get-changed-files@v2.3.0 @@ -41,7 +41,7 @@ jobs: env: GITHUB_TOKEN: ${{ secrets.MKDOCS_GITHUB_TOKEN }} steps: - - uses: actions/checkout@v4 + - uses: actions/checkout@v5 with: fetch-depth: 0 @@ -140,7 +140,7 @@ jobs: - name: Upload Pages Artifact # if: github.ref == 'refs/heads/main' - uses: actions/upload-pages-artifact@v3 + uses: actions/upload-pages-artifact@v4 with: path: ./docs/site/ diff --git a/.github/workflows/link_check.yml b/.github/workflows/link_check.yml index 65e041e7b..95e792b18 100644 --- a/.github/workflows/link_check.yml +++ b/.github/workflows/link_check.yml @@ -19,7 +19,7 @@ jobs: runs-on: ubuntu-latest steps: - name: Checkout code - uses: actions/checkout@v4 + uses: actions/checkout@v5 with: fetch-depth: 0 @@ -36,7 +36,7 @@ jobs: runs-on: ubuntu-latest steps: - name: Checkout code - uses: actions/checkout@v4 + uses: actions/checkout@v5 with: fetch-depth: 1 diff --git a/.github/workflows/pr_lint.yml b/.github/workflows/pr_lint.yml index f4bc62f51..944f51e59 100644 --- a/.github/workflows/pr_lint.yml +++ b/.github/workflows/pr_lint.yml @@ -12,7 +12,7 @@ jobs: runs-on: ubuntu-latest steps: - name: Validate PR Title - uses: amannn/action-semantic-pull-request@v5 + uses: amannn/action-semantic-pull-request@v6 env: GITHUB_TOKEN: ${{ secrets.GITHUB_TOKEN }} with: @@ -40,6 +40,7 @@ jobs: sdk-py docs ci + deps requireScope: false ignoreLabels: | ignore-lint-pr-title diff --git a/.github/workflows/release.yml b/.github/workflows/release.yml index e654ee8f9..cd4d7f60a 100644 --- a/.github/workflows/release.yml +++ b/.github/workflows/release.yml @@ -26,7 +26,7 @@ jobs: tag: ${{ steps.check-version.outputs.tag }} steps: - - uses: actions/checkout@v4 + - uses: actions/checkout@v5 - name: Set up Python uses: astral-sh/setup-uv@v6 @@ -62,9 +62,10 @@ jobs: working-directory: ${{ inputs.working-directory }} run: | PKG_NAME=$(grep -m 1 "^name = " pyproject.toml | cut -d '"' -f 2) - # sdk-py uses dynamic versioning from langgraph_sdk/__init__.py - if [ "$PKG_NAME" = "langgraph-sdk" ]; then - VERSION=$(grep -m 1 '^__version__' langgraph_sdk/__init__.py | cut -d '"' -f 2) + if grep -q 'dynamic.*=.*\[.*"version".*\]' pyproject.toml; then + # handle dynamic versioning + DIR_NAME=$(echo "$PKG_NAME" | tr '-' '_') + VERSION=$(grep -m 1 '^__version__' "${DIR_NAME}/__init__.py" | cut -d '"' -f 2) else VERSION=$(grep -m 1 "^version = " pyproject.toml | cut -d '"' -f 2) fi @@ -86,7 +87,7 @@ jobs: outputs: release-body: ${{ steps.generate-release-body.outputs.release-body }} steps: - - uses: actions/checkout@v4 + - uses: actions/checkout@v5 with: repository: langchain-ai/langgraph path: langgraph @@ -157,7 +158,7 @@ jobs: - test-pypi-publish runs-on: ubuntu-latest steps: - - uses: actions/checkout@v4 + - uses: actions/checkout@v5 # We explicitly *don't* set up caching here. This ensures our tests are # maximally sensitive to catching breakage. @@ -260,7 +261,7 @@ jobs: working-directory: ${{ inputs.working-directory }} steps: - - uses: actions/checkout@v4 + - uses: actions/checkout@v5 - name: Set up Python uses: astral-sh/setup-uv@v6 @@ -269,7 +270,7 @@ jobs: enable-cache: true cache-suffix: "release" - - uses: actions/download-artifact@v4 + - uses: actions/download-artifact@v5 with: name: dist path: ${{ inputs.working-directory }}/dist/ @@ -301,7 +302,7 @@ jobs: working-directory: ${{ inputs.working-directory }} steps: - - uses: actions/checkout@v4 + - uses: actions/checkout@v5 - name: Set up Python uses: astral-sh/setup-uv@v6 @@ -310,7 +311,7 @@ jobs: enable-cache: true cache-suffix: "release" - - uses: actions/download-artifact@v4 + - uses: actions/download-artifact@v5 with: name: dist path: ${{ inputs.working-directory }}/dist/ diff --git a/.github/workflows/run_notebooks.yml b/.github/workflows/run_notebooks.yml index 975df0191..1602eb970 100644 --- a/.github/workflows/run_notebooks.yml +++ b/.github/workflows/run_notebooks.yml @@ -28,7 +28,7 @@ jobs: - "latest" steps: - - uses: actions/checkout@v4 + - uses: actions/checkout@v5 - name: Set up Python + Poetry uses: astral-sh/setup-uv@v6 with: diff --git a/.github/workflows/uv_lock_ugprade.yml b/.github/workflows/uv_lock_ugprade.yml index 75d74890c..192afd7eb 100644 --- a/.github/workflows/uv_lock_ugprade.yml +++ b/.github/workflows/uv_lock_ugprade.yml @@ -16,7 +16,7 @@ jobs: runs-on: ubuntu-latest steps: - - uses: actions/checkout@v4 + - uses: actions/checkout@v5 - name: Set up uv uses: astral-sh/setup-uv@v6 diff --git a/README.md b/README.md index 47cc4d052..8fe8c5f2c 100644 --- a/README.md +++ b/README.md @@ -71,7 +71,7 @@ While LangGraph can be used standalone, it also integrates seamlessly with any L ## Additional resources -- [Guides](https://langchain-ai.github.io/langgraph/how-tos/): Quick, actionable code snippets for topics such as streaming, adding memory & persistence, and design patterns (e.g. branching, subgraphs, etc.). +- [Guides](https://langchain-ai.github.io/langgraph/guides/): Quick, actionable code snippets for topics such as streaming, adding memory & persistence, and design patterns (e.g. branching, subgraphs, etc.). - [Reference](https://langchain-ai.github.io/langgraph/reference/graphs/): Detailed reference on core classes, methods, how to use the graph and checkpointing APIs, and higher-level prebuilt components. - [Examples](https://langchain-ai.github.io/langgraph/examples/): Guided examples on getting started with LangGraph. - [LangChain Forum](https://forum.langchain.com/): Connect with the community and share all of your technical questions, ideas, and feedback. diff --git a/docs/_scripts/js_translation/codeblocks/.yarn/install-state.gz b/docs/_scripts/js_translation/codeblocks/.yarn/install-state.gz new file mode 100644 index 000000000..625ab3e67 Binary files /dev/null and b/docs/_scripts/js_translation/codeblocks/.yarn/install-state.gz differ diff --git a/docs/_scripts/js_translation/codeblocks/yarn.lock b/docs/_scripts/js_translation/codeblocks/yarn.lock index 0c6068c46..2891897a8 100644 --- a/docs/_scripts/js_translation/codeblocks/yarn.lock +++ b/docs/_scripts/js_translation/codeblocks/yarn.lock @@ -2108,9 +2108,9 @@ __metadata: linkType: hard "hono@npm:^4.5.4": - version: 4.8.9 - resolution: "hono@npm:4.8.9" - checksum: 10c0/385539d1787fdc747bc869ef0e5ccc9f39cbe40289b94f23eecfc82c6ca440f059704647cd6381a5066d2cf7baa43ab25184c78d44af4c5c98a5c5b07670059e + version: 4.9.6 + resolution: "hono@npm:4.9.6" + checksum: 10c0/182a144eb3b9e05bd9e43d15af15c93f60d3d747fef6c6904b9993e9db8129ea7fadf6190331d6f76b1bf6dd2b2c3b13efea105236f541ef411397e30475422d languageName: node linkType: hard diff --git a/docs/docs/agents/context.md b/docs/docs/agents/context.md index 5aa71a608..942e7d628 100644 --- a/docs/docs/agents/context.md +++ b/docs/docs/agents/context.md @@ -90,7 +90,7 @@ graph.invoke( # (1)! from langgraph.runtime import Runtime # highlight-next-line - def node(state: State, config: Runtime[ContextSchema]): + def node(state: State, runtime: Runtime[ContextSchema]): user_name = runtime.context.user_name ... ``` diff --git a/docs/docs/cloud/deployment/cloud.md b/docs/docs/cloud/deployment/cloud.md index 89e703599..0ac08d578 100644 --- a/docs/docs/cloud/deployment/cloud.md +++ b/docs/docs/cloud/deployment/cloud.md @@ -99,8 +99,8 @@ Starting from the `LangGraph Platform` view... 1. In the top-right corner, select the gear icon (`Deployment Settings`). 1. Update the `Git Branch` to the desired branch. 1. Check/uncheck checkbox to `Automatically update deployment on push to branch`. - 1. Branch creation/deletion and tag creation/deletion events will not trigger an update. Only pushes to an existing branch will trigger an update. - 1. Pushes in quick succession to a branch will not trigger subsequent updates. In the future, this functionality may be changed/improved. +1. Branch creation/deletion and tag creation/deletion events will not trigger an update. Only pushes to an existing branch will trigger an update. +1. Pushes in quick succession to a branch will queue subsequent updates. Once a build completes, the most recent commit will begin building and the other queued builds will be skipped. ## Add or Remove GitHub Repositories diff --git a/docs/docs/cloud/reference/api/openapi.json b/docs/docs/cloud/reference/api/openapi.json index 7c3684811..3b16a7ea7 100644 --- a/docs/docs/cloud/reference/api/openapi.json +++ b/docs/docs/cloud/reference/api/openapi.json @@ -29,6 +29,10 @@ "name": "Store", "description": "Store is an API for managing persistent key-value store (long-term memory) that is available from any thread." }, + { + "name": "A2A", + "description": "Agent-to-Agent Protocol related endpoints for exposing assistants as A2A-compliant agents." + }, { "name": "MCP", "description": "Model Context Protocol related endpoints for exposing an agent as an MCP server." @@ -41,7 +45,9 @@ "paths": { "/assistants": { "post": { - "tags": ["Assistants"], + "tags": [ + "Assistants" + ], "summary": "Create Assistant", "description": "Create an assistant.\n\nAn initial version of the assistant will be created and the assistant is set to that version. To change versions, use the `POST /assistants/{assistant_id}/latest` endpoint.", "operationId": "create_assistant_assistants_post", @@ -101,7 +107,9 @@ }, "/assistants/search": { "post": { - "tags": ["Assistants"], + "tags": [ + "Assistants" + ], "summary": "Search Assistants", "description": "Search for assistants.\n\nThis endpoint also functions as the endpoint to list all assistants.", "operationId": "search_assistants_assistants_search_post", @@ -155,7 +163,9 @@ }, "/assistants/count": { "post": { - "tags": ["Assistants"], + "tags": [ + "Assistants" + ], "summary": "Count Assistants", "description": "Get the count of assistants matching the specified criteria.", "operationId": "count_assistants_assistants_count_post", @@ -206,7 +216,9 @@ }, "/assistants/{assistant_id}": { "get": { - "tags": ["Assistants"], + "tags": [ + "Assistants" + ], "summary": "Get Assistant", "description": "Get an assistant by ID.", "operationId": "get_assistant_assistants__assistant_id__get", @@ -248,7 +260,9 @@ } }, "delete": { - "tags": ["Assistants"], + "tags": [ + "Assistants" + ], "summary": "Delete Assistant", "description": "Delete an assistant by ID.\n\nAll versions of the assistant will be deleted as well.", "operationId": "delete_assistant_assistants__assistant_id__delete", @@ -298,7 +312,9 @@ } }, "patch": { - "tags": ["Assistants"], + "tags": [ + "Assistants" + ], "summary": "Patch Assistant", "description": "Update an assistant.", "operationId": "patch_assistant_assistants__assistant_id__patch", @@ -362,7 +378,9 @@ }, "/assistants/{assistant_id}/graph": { "get": { - "tags": ["Assistants"], + "tags": [ + "Assistants" + ], "summary": "Get Assistant Graph", "description": "Get an assistant by ID.", "operationId": "get_assistant_graph_assistants__assistant_id__graph_get", @@ -451,7 +469,9 @@ }, "/assistants/{assistant_id}/subgraphs": { "get": { - "tags": ["Assistants"], + "tags": [ + "Assistants" + ], "summary": "Get Assistant Subgraphs", "description": "Get an assistant's subgraphs.", "operationId": "get_assistant_subgraphs_assistants__assistant_id__subgraphs_get", @@ -515,7 +535,9 @@ }, "/assistants/{assistant_id}/subgraphs/{namespace}": { "get": { - "tags": ["Assistants"], + "tags": [ + "Assistants" + ], "summary": "Get Assistant Subgraphs by Namespace", "description": "Get an assistant's subgraphs filtered by namespace.", "operationId": "get_assistant_subgraphs_assistants__assistant_id__subgraphs__namespace__get", @@ -579,7 +601,9 @@ }, "/assistants/{assistant_id}/schemas": { "get": { - "tags": ["Assistants"], + "tags": [ + "Assistants" + ], "summary": "Get Assistant Schemas", "description": "Get an assistant by ID.", "operationId": "get_assistant_schemas_assistants__assistant_id__schemas_get", @@ -633,7 +657,9 @@ }, "/assistants/{assistant_id}/versions": { "post": { - "tags": ["Assistants"], + "tags": [ + "Assistants" + ], "summary": "Get Assistant Versions", "description": "Get all versions of an assistant.", "operationId": "get_assistant_versions_assistants__assistant_id__versions_get", @@ -681,7 +707,9 @@ }, "/assistants/{assistant_id}/latest": { "post": { - "tags": ["Assistants"], + "tags": [ + "Assistants" + ], "summary": "Set Latest Assistant Version", "description": "Set the latest version for an assistant.", "operationId": "set_latest_assistant_version_assistants__assistant_id__versions_post", @@ -746,7 +774,9 @@ }, "/threads": { "post": { - "tags": ["Threads"], + "tags": [ + "Threads" + ], "summary": "Create Thread", "description": "Create a thread.", "operationId": "create_thread_threads_post", @@ -796,7 +826,9 @@ }, "/threads/search": { "post": { - "tags": ["Threads"], + "tags": [ + "Threads" + ], "summary": "Search Threads", "description": "Search for threads.\n\nThis endpoint also functions as the endpoint to list all threads.", "operationId": "search_threads_threads_search_post", @@ -840,7 +872,9 @@ }, "/threads/count": { "post": { - "tags": ["Threads"], + "tags": [ + "Threads" + ], "summary": "Count Threads", "description": "Get the count of threads matching the specified criteria.", "operationId": "count_threads_threads_count_post", @@ -891,7 +925,9 @@ }, "/threads/{thread_id}/state": { "get": { - "tags": ["Threads"], + "tags": [ + "Threads" + ], "summary": "Get Thread State", "description": "Get state for a thread.\n\nThe latest state of the thread (i.e. latest checkpoint) is returned.", "operationId": "get_latest_thread_state_threads__thread_id__state_get", @@ -944,7 +980,9 @@ } }, "post": { - "tags": ["Threads"], + "tags": [ + "Threads" + ], "summary": "Update Thread State", "description": "Add state to a thread.", "operationId": "update_thread_state_threads__thread_id__state_post", @@ -998,7 +1036,9 @@ }, "/threads/{thread_id}/state/{checkpoint_id}": { "get": { - "tags": ["Threads"], + "tags": [ + "Threads" + ], "summary": "Get Thread State At Checkpoint", "description": "Get state for a thread at a specific checkpoint.", "operationId": "get_thread_state_at_checkpoint_threads__thread_id__state__checkpoint_id__get", @@ -1065,7 +1105,9 @@ }, "/threads/{thread_id}/state/checkpoint": { "post": { - "tags": ["Threads"], + "tags": [ + "Threads" + ], "summary": "Get Thread State At Checkpoint", "description": "Get state for a thread at a specific checkpoint.", "operationId": "post_thread_state_at_checkpoint_threads__thread_id__state__checkpoint_id__get", @@ -1129,7 +1171,9 @@ }, "/threads/{thread_id}/history": { "get": { - "tags": ["Threads"], + "tags": [ + "Threads" + ], "summary": "Get Thread History", "description": "Get all past states for a thread.", "operationId": "get_thread_history_threads__thread_id__history_get", @@ -1194,7 +1238,9 @@ } }, "post": { - "tags": ["Threads"], + "tags": [ + "Threads" + ], "summary": "Get Thread History Post", "description": "Get all past states for a thread.", "operationId": "get_thread_history_post_threads__thread_id__history_post", @@ -1252,7 +1298,9 @@ }, "/threads/{thread_id}/copy": { "post": { - "tags": ["Threads"], + "tags": [ + "Threads" + ], "summary": "Copy Thread", "description": "Create a new thread with a copy of the state and checkpoints from an existing thread.", "operationId": "copy_thread_post_threads__thread_id__copy_post", @@ -1306,7 +1354,9 @@ }, "/threads/{thread_id}": { "get": { - "tags": ["Threads"], + "tags": [ + "Threads" + ], "summary": "Get Thread", "description": "Get a thread by ID.", "operationId": "get_thread_threads__thread_id__get", @@ -1358,7 +1408,9 @@ } }, "delete": { - "tags": ["Threads"], + "tags": [ + "Threads" + ], "summary": "Delete Thread", "description": "Delete a thread by ID.", "operationId": "delete_thread_threads__thread_id__delete", @@ -1408,7 +1460,9 @@ } }, "patch": { - "tags": ["Threads"], + "tags": [ + "Threads" + ], "summary": "Patch Thread", "description": "Update a thread.", "operationId": "patch_thread_threads__thread_id__patch", @@ -1470,9 +1524,101 @@ } } }, + "/threads/{thread_id}/stream": { + "get": { + "tags": [ + "Threads" + ], + "summary": "Join Thread Stream", + "description": "This endpoint streams output in real-time from a thread. The stream will include the output of each run executed sequentially on the thread and will remain open indefinitely. It is the responsibility of the calling client to close the connection.", + "operationId": "join_thread_stream_threads__thread_id__stream_get", + "parameters": [ + { + "description": "The ID of the thread.", + "required": true, + "schema": { + "type": "string", + "format": "uuid", + "title": "Thread Id", + "description": "The ID of the thread." + }, + "name": "thread_id", + "in": "path" + }, + { + "required": false, + "schema": { + "type": "string", + "title": "Last Event ID", + "description": "The ID of the last event received. Used to resume streaming from a specific point. Pass '-' to resume from the beginning." + }, + "name": "Last-Event-ID", + "in": "header" + }, + { + "required": false, + "schema": { + "anyOf": [ + { + "type": "string", + "enum": ["lifecycle", "run_modes", "state_update"] + }, + { + "type": "array", + "items": { + "type": "string", + "enum": ["lifecycle", "run_modes", "state_update"] + } + } + ], + "default": ["run_modes"], + "title": "Stream Modes", + "description": "Stream modes to control which events are returned. 'lifecycle' returns only run start/end events, 'run_modes' returns all run events (default behavior), 'state_update' returns only state update events." + }, + "name": "stream_modes", + "in": "query" + } + ], + "responses": { + "200": { + "description": "Success", + "content": { + "text/event-stream": { + "schema": { + "type": "string", + "description": "The server will send a stream of events in SSE format.\n\n**Example event**:\n\nid: 1\n\nevent: message\n\ndata: {}" + } + } + } + }, + "404": { + "description": "Not Found", + "content": { + "application/json": { + "schema": { + "$ref": "#/components/schemas/ErrorResponse" + } + } + } + }, + "422": { + "description": "Validation Error", + "content": { + "application/json": { + "schema": { + "$ref": "#/components/schemas/ErrorResponse" + } + } + } + } + } + } + }, "/threads/{thread_id}/runs": { "get": { - "tags": ["Thread Runs"], + "tags": [ + "Thread Runs" + ], "summary": "List Runs", "description": "List runs for a thread.", "operationId": "list_runs_http_threads__thread_id__runs_get", @@ -1513,7 +1659,13 @@ "required": false, "schema": { "type": "string", - "enum": ["pending", "error", "success", "timeout", "interrupted"] + "enum": [ + "pending", + "error", + "success", + "timeout", + "interrupted" + ] }, "name": "status", "in": "query" @@ -1580,7 +1732,9 @@ } }, "post": { - "tags": ["Thread Runs"], + "tags": [ + "Thread Runs" + ], "summary": "Create Background Run", "description": "Create a run in existing thread, return the run ID immediately. Don't wait for the final run output.", "operationId": "create_run_threads__thread_id__runs_post", @@ -1662,7 +1816,9 @@ }, "/threads/{thread_id}/runs/crons": { "post": { - "tags": ["Crons (Plus tier)"], + "tags": [ + "Crons (Plus tier)" + ], "summary": "Create Thread Cron", "description": "Create a cron to schedule runs on a thread.", "operationId": "create_thread_cron_threads__thread_id__runs_crons_post", @@ -1726,7 +1882,9 @@ }, "/threads/{thread_id}/runs/stream": { "post": { - "tags": ["Thread Runs"], + "tags": [ + "Thread Runs" + ], "summary": "Create Run, Stream Output", "description": "Create a run in existing thread. Stream the output.", "operationId": "stream_run_threads__thread_id__runs_stream_post", @@ -1809,7 +1967,9 @@ }, "/threads/{thread_id}/runs/wait": { "post": { - "tags": ["Thread Runs"], + "tags": [ + "Thread Runs" + ], "summary": "Create Run, Wait for Output", "description": "Create a run in existing thread. Wait for the final output and then return it.", "operationId": "wait_run_threads__thread_id__runs_wait_post", @@ -1889,7 +2049,9 @@ }, "/threads/{thread_id}/runs/{run_id}": { "get": { - "tags": ["Thread Runs"], + "tags": [ + "Thread Runs" + ], "summary": "Get Run", "description": "Get a run by ID.", "operationId": "get_run_http_threads__thread_id__runs__run_id__get", @@ -1953,7 +2115,9 @@ } }, "delete": { - "tags": ["Thread Runs"], + "tags": [ + "Thread Runs" + ], "summary": "Delete Run", "description": "Delete a run by ID.", "operationId": "delete_run_threads__thread_id__runs__run_id__delete", @@ -2017,7 +2181,9 @@ }, "/threads/{thread_id}/runs/{run_id}/join": { "get": { - "tags": ["Thread Runs"], + "tags": [ + "Thread Runs" + ], "summary": "Join Run", "description": "Wait for a run to finish.", "operationId": "join_run_http_threads__thread_id__runs__run_id__join_get", @@ -2092,7 +2258,9 @@ }, "/threads/{thread_id}/runs/{run_id}/stream": { "get": { - "tags": ["Thread Runs"], + "tags": [ + "Thread Runs" + ], "summary": "Join Run Stream", "description": "Join a run stream. This endpoint streams output in real-time from a run similar to the /threads/__THREAD_ID__/runs/stream endpoint. If the run has been created with `stream_resumable=true`, the stream can be resumed from the last seen event ID.", "operationId": "stream_run_http_threads__thread_id__runs__run_id__join_get", @@ -2190,7 +2358,9 @@ }, "/threads/{thread_id}/runs/{run_id}/cancel": { "post": { - "tags": ["Thread Runs"], + "tags": [ + "Thread Runs" + ], "summary": "Cancel Run", "operationId": "cancel_run_http_threads__thread_id__runs__run_id__cancel_post", "parameters": [ @@ -2233,7 +2403,10 @@ "required": false, "schema": { "type": "string", - "enum": ["interrupt", "rollback"], + "enum": [ + "interrupt", + "rollback" + ], "title": "Action", "default": "interrupt" }, @@ -2275,7 +2448,9 @@ }, "/runs/crons": { "post": { - "tags": ["Crons (Plus tier)"], + "tags": [ + "Crons (Plus tier)" + ], "summary": "Create Cron", "description": "Create a cron to schedule runs on new threads.", "operationId": "create_cron_runs_crons_post", @@ -2325,7 +2500,9 @@ }, "/runs/crons/search": { "post": { - "tags": ["Crons (Plus tier)"], + "tags": [ + "Crons (Plus tier)" + ], "summary": "Search Crons", "description": "Search all active crons", "operationId": "search_crons_runs_crons_post", @@ -2369,7 +2546,9 @@ }, "/runs/crons/count": { "post": { - "tags": ["Crons (Plus tier)"], + "tags": [ + "Crons (Plus tier)" + ], "summary": "Count Crons", "description": "Get the count of crons matching the specified criteria.", "operationId": "count_crons_runs_crons_count_post", @@ -2420,7 +2599,9 @@ }, "/runs/stream": { "post": { - "tags": ["Stateless Runs"], + "tags": [ + "Stateless Runs" + ], "summary": "Create Run, Stream Output", "description": "Create a run in a new thread, stream the output.", "operationId": "stream_run_stateless_runs_stream_post", @@ -2489,7 +2670,9 @@ }, "/runs/cancel": { "post": { - "tags": ["Thread Runs"], + "tags": [ + "Thread Runs" + ], "summary": "Cancel Runs", "description": "Cancel one or more runs. Can cancel runs by thread ID and run IDs, or by status filter.", "operationId": "cancel_runs_post", @@ -2499,7 +2682,10 @@ "required": false, "schema": { "type": "string", - "enum": ["interrupt", "rollback"], + "enum": [ + "interrupt", + "rollback" + ], "title": "Action", "default": "interrupt" }, @@ -2546,7 +2732,9 @@ }, "/runs/wait": { "post": { - "tags": ["Stateless Runs"], + "tags": [ + "Stateless Runs" + ], "summary": "Create Run, Wait for Output", "description": "Create a run in a new thread. Wait for the final output and then return it.", "operationId": "wait_run_stateless_runs_wait_post", @@ -2612,7 +2800,9 @@ }, "/runs": { "post": { - "tags": ["Stateless Runs"], + "tags": [ + "Stateless Runs" + ], "summary": "Create Background Run", "description": "Create a run in a new thread, return the run ID immediately. Don't wait for the final run output.", "operationId": "run_stateless_runs_post", @@ -2678,7 +2868,9 @@ }, "/runs/batch": { "post": { - "tags": ["Stateless Runs"], + "tags": [ + "Stateless Runs" + ], "summary": "Create Run Batch", "description": "Create a batch of runs in new threads, return immediately.", "operationId": "run_batch_stateless_runs_post", @@ -2736,7 +2928,9 @@ }, "/runs/crons/{cron_id}": { "delete": { - "tags": ["Crons (Plus tier)"], + "tags": [ + "Crons (Plus tier)" + ], "summary": "Delete Cron", "description": "Delete a cron by ID.", "operationId": "delete_cron_runs_crons__cron_id__delete", @@ -2786,7 +2980,9 @@ }, "/store/items": { "put": { - "tags": ["Store"], + "tags": [ + "Store" + ], "summary": "Store or update an item.", "operationId": "put_item", "requestBody": { @@ -2816,7 +3012,9 @@ } }, "delete": { - "tags": ["Store"], + "tags": [ + "Store" + ], "summary": "Delete an item.", "operationId": "delete_item", "requestBody": { @@ -2846,7 +3044,9 @@ } }, "get": { - "tags": ["Store"], + "tags": [ + "Store" + ], "summary": "Retrieve a single item.", "operationId": "get_item", "parameters": [ @@ -2906,7 +3106,9 @@ }, "/store/items/search": { "post": { - "tags": ["Store"], + "tags": [ + "Store" + ], "summary": "Search for items within a namespace prefix.", "operationId": "search_items", "requestBody": { @@ -2945,7 +3147,9 @@ }, "/store/namespaces": { "post": { - "tags": ["Store"], + "tags": [ + "Store" + ], "summary": "List namespaces with optional match conditions.", "operationId": "list_namespaces", "requestBody": { @@ -2982,6 +3186,195 @@ } } }, + "/a2a/{assistant_id}": { + "post": { + "operationId": "post_a2a", + "summary": "A2A Post", + "description": "Communicate with an assistant using the Agent-to-Agent Protocol.\nSends a JSON-RPC 2.0 message to the assistant.\n\n- **Request**: Provide an object with `jsonrpc`, `id`, `method`, and optional `params`.\n- **Response**: Returns a JSON-RPC response with task information or error.\n\n**Supported Methods:**\n- `message/send`: Send a message to the assistant\n- `tasks/get`: Get the status and result of a task\n\n**Notes:**\n- Supports threaded conversations via thread context\n- Messages can contain text and data parts\n- Tasks run asynchronously and return completion status\n", + "parameters": [ + { + "name": "assistant_id", + "in": "path", + "required": true, + "schema": { + "type": "string", + "format": "uuid" + }, + "description": "The ID of the assistant to communicate with" + }, + { + "name": "Accept", + "in": "header", + "required": true, + "schema": { + "type": "string", + "enum": ["application/json"] + }, + "description": "Must be application/json" + } + ], + "requestBody": { + "required": true, + "content": { + "application/json": { + "schema": { + "type": "object", + "properties": { + "jsonrpc": { + "type": "string", + "enum": ["2.0"], + "description": "JSON-RPC version" + }, + "id": { + "type": "string", + "description": "Request identifier" + }, + "method": { + "type": "string", + "enum": ["message/send", "tasks/get"], + "description": "The method to invoke" + }, + "params": { + "type": "object", + "description": "Method parameters", + "oneOf": [ + { + "title": "Message Send Parameters", + "properties": { + "message": { + "type": "object", + "properties": { + "role": { + "type": "string", + "enum": ["user", "assistant"], + "description": "Message role" + }, + "parts": { + "type": "array", + "items": { + "oneOf": [ + { + "title": "Text Part", + "type": "object", + "properties": { + "kind": { + "type": "string", + "enum": ["text"] + }, + "text": { + "type": "string" + } + }, + "required": ["kind", "text"] + }, + { + "title": "Data Part", + "type": "object", + "properties": { + "kind": { + "type": "string", + "enum": ["data"] + }, + "data": { + "type": "object" + } + }, + "required": ["kind", "data"] + } + ] + }, + "description": "Message parts" + }, + "messageId": { + "type": "string", + "description": "Unique message identifier" + } + }, + "required": ["role", "parts", "messageId"] + }, + "thread": { + "type": "object", + "properties": { + "threadId": { + "type": "string", + "description": "Thread identifier for conversation context" + } + }, + "description": "Optional thread context" + } + }, + "required": ["message"] + }, + { + "title": "Task Get Parameters", + "properties": { + "taskId": { + "type": "string", + "description": "Task identifier to retrieve" + } + }, + "required": ["taskId"] + } + ] + } + }, + "required": ["jsonrpc", "id", "method"] + } + } + } + }, + "responses": { + "200": { + "description": "JSON-RPC response", + "content": { + "application/json": { + "schema": { + "type": "object", + "properties": { + "jsonrpc": { + "type": "string", + "enum": ["2.0"] + }, + "id": { + "type": "string" + }, + "result": { + "type": "object", + "description": "Success result containing task information or task details" + }, + "error": { + "type": "object", + "properties": { + "code": { + "type": "integer" + }, + "message": { + "type": "string" + } + }, + "description": "Error information if request failed" + } + }, + "required": ["jsonrpc", "id"] + } + } + } + }, + "400": { + "description": "Bad request - invalid JSON-RPC or missing Accept header" + }, + "404": { + "description": "Assistant not found" + }, + "500": { + "description": "Internal server error" + } + }, + "tags": [ + "A2A" + ] + } + }, "/mcp/": { "post": { "operationId": "post_mcp", @@ -2994,7 +3387,9 @@ "required": true, "schema": { "type": "string", - "enum": ["application/json, text/event-stream"] + "enum": [ + "application/json, text/event-stream" + ] }, "description": "Accept header must include both 'application/json' and 'text/event-stream' media types." } @@ -3047,7 +3442,9 @@ "description": "Internal server error or unexpected failure." } }, - "tags": ["MCP"] + "tags": [ + "MCP" + ] }, "get": { "operationId": "get_mcp", @@ -3058,7 +3455,9 @@ "description": "GET method not allowed; streaming not supported." } }, - "tags": ["MCP"] + "tags": [ + "MCP" + ] }, "delete": { "operationId": "delete_mcp", @@ -3067,12 +3466,16 @@ "responses": { "404": {} }, - "tags": ["MCP"] + "tags": [ + "MCP" + ] } }, "/info": { "get": { - "tags": ["System"], + "tags": [ + "System" + ], "summary": "Server Information", "description": "Get server version information, feature flags, and metadata.", "operationId": "server_info_info_get", @@ -3105,12 +3508,7 @@ "description": "Server deployment metadata" } }, - "required": [ - "version", - "langgraph_py_version", - "flags", - "metadata" - ], + "required": ["version", "langgraph_py_version", "flags", "metadata"], "title": "ServerInfo" } } @@ -3121,7 +3519,9 @@ }, "/metrics": { "get": { - "tags": ["System"], + "tags": [ + "System" + ], "summary": "System Metrics", "description": "Get system metrics in Prometheus or JSON format for monitoring and observability.", "operationId": "system_metrics_metrics_get", @@ -3164,7 +3564,9 @@ }, "/ok": { "get": { - "tags": ["System"], + "tags": [ + "System" + ], "summary": "Health Check", "description": "Check the health status of the server. Optionally check database connectivity.", "operationId": "health_check_ok_get", @@ -3287,7 +3689,10 @@ "description": "The name of the assistant" }, "description": { - "type": ["string", "null"], + "type": [ + "string", + "null" + ], "title": "Assistant Description", "description": "The description of the assistant" } @@ -3333,7 +3738,10 @@ }, "if_exists": { "type": "string", - "enum": ["raise", "do_nothing"], + "enum": [ + "raise", + "do_nothing" + ], "title": "If Exists", "description": "How to handle duplicate creation. Must be either 'raise' (raise error if duplicate), or 'do_nothing' (return existing assistant).", "default": "raise" @@ -3344,13 +3752,18 @@ "description": "The name of the assistant. Defaults to 'Untitled'." }, "description": { - "type": ["string", "null"], + "type": [ + "string", + "null" + ], "title": "Description", "description": "The description of the assistant. Defaults to null." } }, "type": "object", - "required": ["graph_id"], + "required": [ + "graph_id" + ], "title": "AssistantCreate", "description": "Payload for creating an assistant." }, @@ -3588,7 +4001,9 @@ "anyOf": [ { "type": "string", - "enum": ["*"] + "enum": [ + "*" + ] }, { "items": { @@ -3604,7 +4019,9 @@ "anyOf": [ { "type": "string", - "enum": ["*"] + "enum": [ + "*" + ] }, { "items": { @@ -3618,14 +4035,22 @@ }, "multitask_strategy": { "type": "string", - "enum": ["reject", "rollback", "interrupt", "enqueue"], + "enum": [ + "reject", + "rollback", + "interrupt", + "enqueue" + ], "title": "Multitask Strategy", "description": "Multitask strategy to use. Must be one of 'reject', 'interrupt', 'rollback', or 'enqueue'.", "default": "enqueue" } }, "type": "object", - "required": ["assistant_id", "schedule"], + "required": [ + "assistant_id", + "schedule" + ], "title": "CronCreate", "description": "Payload for creating a cron job." }, @@ -3663,15 +4088,7 @@ "title": "Sort By", "description": "The field to sort by.", "default": "created_at", - "enum": [ - "cron_id", - "assistant_id", - "thread_id", - "next_run_date", - "end_time", - "created_at", - "updated_at" - ] + "enum": ["cron_id", "assistant_id", "thread_id", "next_run_date", "end_time", "created_at", "updated_at"] }, "sort_order": { "type": "string", @@ -3761,7 +4178,10 @@ } }, "type": "object", - "required": ["graph_id", "state_schema"], + "required": [ + "graph_id", + "state_schema" + ], "title": "GraphSchema", "description": "Defines the structure and properties of a graph." }, @@ -3794,7 +4214,11 @@ } }, "type": "object", - "required": ["input_schema", "output_schema", "state_schema"], + "required": [ + "input_schema", + "output_schema", + "state_schema" + ], "title": "GraphSchemaNoId", "description": "Defines the structure and properties of a graph without an ID." }, @@ -3862,7 +4286,12 @@ }, "multitask_strategy": { "type": "string", - "enum": ["reject", "rollback", "interrupt", "enqueue"], + "enum": [ + "reject", + "rollback", + "interrupt", + "enqueue" + ], "title": "Multitask Strategy", "description": "Strategy to handle concurrent runs on the same thread." } @@ -3892,12 +4321,22 @@ "description": "The node to send the message to." }, "input": { - "type": ["object", "array", "number", "string", "boolean", "null"], + "type": [ + "object", + "array", + "number", + "string", + "boolean", + "null" + ], "title": "Message", "description": "The message to send." } }, - "required": ["node", "input"] + "required": [ + "node", + "input" + ] }, "Command": { "type": "object", @@ -3905,12 +4344,23 @@ "description": "The command to run.", "properties": { "update": { - "type": ["object", "array", "null"], + "type": [ + "object", + "array", + "null" + ], "title": "Update", "description": "An update to the state." }, "resume": { - "type": ["object", "array", "number", "string", "boolean", "null"], + "type": [ + "object", + "array", + "number", + "string", + "boolean", + "null" + ], "title": "Resume", "description": "A value to pass to an interrupted node." }, @@ -4045,7 +4495,9 @@ "anyOf": [ { "type": "string", - "enum": ["*"] + "enum": [ + "*" + ] }, { "items": { @@ -4061,7 +4513,9 @@ "anyOf": [ { "type": "string", - "enum": ["*"] + "enum": [ + "*" + ] }, { "items": { @@ -4109,7 +4563,9 @@ ], "title": "Stream Mode", "description": "The stream mode(s) to use.", - "default": ["values"] + "default": [ + "values" + ] }, "stream_subgraphs": { "type": "boolean", @@ -4125,7 +4581,10 @@ }, "on_disconnect": { "type": "string", - "enum": ["cancel", "continue"], + "enum": [ + "cancel", + "continue" + ], "title": "On Disconnect", "description": "The disconnect mode to use. Must be one of 'cancel' or 'continue'.", "default": "cancel" @@ -4140,14 +4599,22 @@ }, "multitask_strategy": { "type": "string", - "enum": ["reject", "rollback", "interrupt", "enqueue"], + "enum": [ + "reject", + "rollback", + "interrupt", + "enqueue" + ], "title": "Multitask Strategy", "description": "Multitask strategy to use. Must be one of 'reject', 'interrupt', 'rollback', or 'enqueue'.", "default": "enqueue" }, "if_not_exists": { "type": "string", - "enum": ["create", "reject"], + "enum": [ + "create", + "reject" + ], "title": "If Not Exists", "description": "How to handle missing thread. Must be either 'reject' (raise error if missing), or 'create' (create new thread).", "default": "reject" @@ -4162,10 +4629,23 @@ "title": "Checkpoint During", "description": "Whether to checkpoint during the run.", "default": false + }, + "durability": { + "type": "string", + "enum": [ + "sync", + "async", + "exit" + ], + "title": "Durability", + "description": "Durability level for the run. Must be one of 'sync', 'async', or 'exit'.", + "default": "async" } }, "type": "object", - "required": ["assistant_id"], + "required": [ + "assistant_id" + ], "title": "RunCreateStateful", "description": "Payload for creating a run." }, @@ -4274,7 +4754,9 @@ "anyOf": [ { "type": "string", - "enum": ["*"] + "enum": [ + "*" + ] }, { "items": { @@ -4290,7 +4772,9 @@ "anyOf": [ { "type": "string", - "enum": ["*"] + "enum": [ + "*" + ] }, { "items": { @@ -4338,7 +4822,9 @@ ], "title": "Stream Mode", "description": "The stream mode(s) to use.", - "default": ["values"] + "default": [ + "values" + ] }, "feedback_keys": { "items": { @@ -4362,14 +4848,20 @@ }, "on_completion": { "type": "string", - "enum": ["delete", "keep"], + "enum": [ + "delete", + "keep" + ], "title": "On Completion", "description": "Whether to delete or keep the thread created for a stateless run. Must be one of 'delete' or 'keep'.", "default": "delete" }, "on_disconnect": { "type": "string", - "enum": ["cancel", "continue"], + "enum": [ + "cancel", + "continue" + ], "title": "On Disconnect", "description": "The disconnect mode to use. Must be one of 'cancel' or 'continue'.", "default": "cancel" @@ -4384,10 +4876,23 @@ "title": "Checkpoint During", "description": "Whether to checkpoint during the run.", "default": false + }, + "durability": { + "type": "string", + "enum": [ + "sync", + "async", + "exit" + ], + "title": "Durability", + "description": "Durability level for the run. Must be one of 'sync', 'async', or 'exit'.", + "default": "async" } }, "type": "object", - "required": ["assistant_id"], + "required": [ + "assistant_id" + ], "title": "RunCreateStateless", "description": "Payload for creating a run." }, @@ -4432,7 +4937,10 @@ }, "sort_order": { "type": "string", - "enum": ["asc", "desc"], + "enum": [ + "asc", + "desc" + ], "title": "Sort Order", "description": "The order to sort by." }, @@ -4442,7 +4950,7 @@ "type": "string", "enum": [ "assistant_id", - "graph_id", + "graph_id", "name", "description", "config", @@ -4507,6 +5015,12 @@ }, "ThreadSearchRequest": { "properties": { + "ids": { + "type": "array", + "items": {"type": "string", "format": "uuid"}, + "title": "Ids", + "description": "List of thread IDs to include. Others are excluded." + }, "metadata": { "type": "object", "title": "Metadata", @@ -4519,7 +5033,12 @@ }, "status": { "type": "string", - "enum": ["idle", "busy", "interrupted", "error"], + "enum": [ + "idle", + "busy", + "interrupted", + "error" + ], "title": "Status", "description": "Thread status to filter on." }, @@ -4540,13 +5059,21 @@ }, "sort_by": { "type": "string", - "enum": ["thread_id", "status", "created_at", "updated_at"], + "enum": [ + "thread_id", + "status", + "created_at", + "updated_at" + ], "title": "Sort By", "description": "Sort by field." }, "sort_order": { "type": "string", - "enum": ["asc", "desc"], + "enum": [ + "asc", + "desc" + ], "title": "Sort Order", "description": "Sort order." }, @@ -4588,7 +5115,12 @@ }, "status": { "type": "string", - "enum": ["idle", "busy", "interrupted", "error"], + "enum": [ + "idle", + "busy", + "interrupted", + "error" + ], "title": "Status", "description": "Thread status to filter on." } @@ -4629,7 +5161,12 @@ }, "status": { "type": "string", - "enum": ["idle", "busy", "interrupted", "error"], + "enum": [ + "idle", + "busy", + "interrupted", + "error" + ], "title": "Status", "description": "The status of the thread." }, @@ -4669,7 +5206,10 @@ }, "if_exists": { "type": "string", - "enum": ["raise", "do_nothing"], + "enum": [ + "raise", + "do_nothing" + ], "title": "If Exists", "description": "How to handle duplicate creation. Must be either 'raise' (raise error if duplicate), or 'do_nothing' (return existing thread).", "default": "raise" @@ -4681,7 +5221,9 @@ "properties": { "strategy": { "type": "string", - "enum": ["delete"], + "enum": [ + "delete" + ], "description": "The TTL strategy. 'delete' removes the entire thread.", "default": "delete" }, @@ -4703,7 +5245,9 @@ } } }, - "required": ["updates"] + "required": [ + "updates" + ] } } }, @@ -4717,11 +5261,30 @@ "type": "object", "title": "Metadata", "description": "Metadata to merge with existing thread metadata." + }, + "ttl": { + "type": "object", + "title": "TTL", + "description": "The time-to-live for the thread.", + "properties": { + "strategy": { + "type": "string", + "enum": [ + "delete" + ], + "description": "The TTL strategy. 'delete' removes the entire thread.", + "default": "delete" + }, + "ttl": { + "type": "number", + "description": "The time-to-live in minutes from now until thread should be swept." + } + } } }, "type": "object", "title": "ThreadPatch", - "description": "Payload for creating a thread." + "description": "Payload for updating a thread." }, "ThreadStateCheckpointRequest": { "properties": { @@ -4736,7 +5299,9 @@ "description": "Include subgraph states." } }, - "required": ["checkpoint"], + "required": [ + "checkpoint" + ], "type": "object", "title": "ThreadStateCheckpointRequest", "description": "Payload for getting the state of a thread at a checkpoint." @@ -4794,7 +5359,10 @@ "$ref": "#/components/schemas/ThreadState" } }, - "required": ["id", "name"] + "required": [ + "id", + "name" + ] }, "type": "array", "title": "Tasks" @@ -4823,7 +5391,13 @@ } }, "type": "object", - "required": ["values", "next", "checkpoint", "metadata", "created_at"], + "required": [ + "values", + "next", + "checkpoint", + "metadata", + "created_at" + ], "title": "ThreadState" }, "ThreadStateSearch": { @@ -4922,7 +5496,9 @@ "description": "Update the state as if this node had just executed." } }, - "required": ["as_node"], + "required": [ + "as_node" + ], "type": "object" }, "ThreadStateUpdateResponse": { @@ -4961,7 +5537,11 @@ }, "StorePutRequest": { "type": "object", - "required": ["namespace", "key", "value"], + "required": [ + "namespace", + "key", + "value" + ], "properties": { "namespace": { "type": "array", @@ -4987,7 +5567,9 @@ }, "StoreDeleteRequest": { "type": "object", - "required": ["key"], + "required": [ + "key" + ], "properties": { "namespace": { "type": "array", @@ -5010,7 +5592,10 @@ "type": "object", "properties": { "namespace_prefix": { - "type": ["array", "null"], + "type": [ + "array", + "null" + ], "items": { "type": "string" }, @@ -5018,7 +5603,10 @@ "description": "List of strings representing the namespace prefix." }, "filter": { - "type": ["object", "null"], + "type": [ + "object", + "null" + ], "additionalProperties": true, "title": "Filter", "description": "Optional dictionary of key-value pairs to filter results." @@ -5036,7 +5624,10 @@ "description": "Number of items to skip before returning results (default is 0)." }, "query": { - "type": ["string", "null"], + "type": [ + "string", + "null" + ], "title": "Query", "description": "Query string for semantic/vector search." } @@ -5084,7 +5675,13 @@ }, "Item": { "type": "object", - "required": ["namespace", "key", "value", "created_at", "updated_at"], + "required": [ + "namespace", + "key", + "value", + "created_at", + "updated_at" + ], "properties": { "namespace": { "type": "array", @@ -5121,7 +5718,11 @@ "properties": { "status": { "type": "string", - "enum": ["pending", "running", "all"], + "enum": [ + "pending", + "running", + "all" + ], "title": "Status", "description": "Filter runs by status to cancel. Must be one of 'pending', 'running', or 'all'." }, @@ -5143,16 +5744,23 @@ }, "oneOf": [ { - "required": ["status"] + "required": [ + "status" + ] }, { - "required": ["thread_id", "run_ids"] + "required": [ + "thread_id", + "run_ids" + ] } ] }, "SearchItemsResponse": { "type": "object", - "required": ["items"], + "required": [ + "items" + ], "properties": { "items": { "type": "array", @@ -5230,14 +5838,19 @@ "type": "object", "properties": { "id": { - "type": ["string", "null"] + "type": [ + "string", + "null" + ] }, "value": { "type": "object" } }, "title": "Interrupt", - "required": ["value"] + "required": [ + "value" + ] } } } diff --git a/docs/docs/cloud/reference/cli.md b/docs/docs/cloud/reference/cli.md index b2a45bf61..9699100ea 100644 --- a/docs/docs/cloud/reference/cli.md +++ b/docs/docs/cloud/reference/cli.md @@ -483,19 +483,19 @@ The LangGraph CLI requires a JSON configuration file that follows this [schema]( RUN PIP_CONFIG_FILE=/pipconfig.txt PYTHONDONTWRITEBYTECODE=1 pip install --no-cache-dir -c /api/constraints.txt langchain_community langchain_anthropic langchain_openai wikipedia scikit-learn - ADD ./graphs /deps/__outer_graphs/src + ADD ./graphs /deps/outer-graphs/src RUN set -ex && \ for line in '[project]' \ 'name = "graphs"' \ 'version = "0.1"' \ '[tool.setuptools.package-data]' \ '"*" = ["**/*"]'; do \ - echo "$line" >> /deps/__outer_graphs/pyproject.toml; \ + echo "$line" >> /deps/outer-graphs/pyproject.toml; \ done RUN PIP_CONFIG_FILE=/pipconfig.txt PYTHONDONTWRITEBYTECODE=1 pip install --no-cache-dir -c /api/constraints.txt -e /deps/* - ENV LANGSERVE_GRAPHS='{"agent": "/deps/__outer_graphs/src/agent.py:graph", "storm": "/deps/__outer_graphs/src/storm.py:graph"}' + ENV LANGSERVE_GRAPHS='{"agent": "/deps/outer-graphs/src/agent.py:graph", "storm": "/deps/outer-graphs/src/storm.py:graph"}' ``` ???+ note "Updating your langgraph.json file" diff --git a/docs/docs/concepts/low_level.md b/docs/docs/concepts/low_level.md index 12b563e44..bfa5ead33 100644 --- a/docs/docs/concepts/low_level.md +++ b/docs/docs/concepts/low_level.md @@ -1040,7 +1040,7 @@ def node_a(state: State, runtime: Runtime[ContextSchema]): ... ``` -See [this guide](../how-tos/graph-api.ipynb#add-runtime-configuration) for a full breakdown on configuration. +See [this guide](../how-tos/graph-api.md#add-runtime-configuration) for a full breakdown on configuration. ::: :::js diff --git a/docs/docs/concepts/memory.md b/docs/docs/concepts/memory.md index 83d3f29a0..390693965 100644 --- a/docs/docs/concepts/memory.md +++ b/docs/docs/concepts/memory.md @@ -134,7 +134,7 @@ def update_instructions(state: State, store: BaseStore): namespace = ("instructions",) current_instructions = store.search(namespace)[0] # Memory logic - prompt = prompt_template.format(instructions=instructions.value["instructions"], conversation=state["messages"]) + prompt = prompt_template.format(instructions=current_instructions.value["instructions"], conversation=state["messages"]) output = llm.invoke(prompt) new_instructions = output['new_instructions'] store.put(("agent_instructions",), "agent_a", {"instructions": new_instructions}) @@ -278,4 +278,4 @@ const items = await store.search( ``` ::: -For more information about the memory store, see the [Persistence](persistence.md#memory-store) guide. \ No newline at end of file +For more information about the memory store, see the [Persistence](persistence.md#memory-store) guide. diff --git a/docs/docs/concepts/multi_agent.md b/docs/docs/concepts/multi_agent.md index 53f8bb3cd..752b8cc6b 100644 --- a/docs/docs/concepts/multi_agent.md +++ b/docs/docs/concepts/multi_agent.md @@ -897,5 +897,5 @@ There are two high-level approaches to achieve that: An agent might need to have a different state schema from the rest of the agents. For example, a search agent might only need to keep track of queries and retrieved documents. There are two ways to achieve this in LangGraph: -- Define [subgraph](./subgraphs.md) agents with a separate state schema. If there are no shared state keys (channels) between the subgraph and the parent graph, it's important to [add input / output transformations](../how-tos/subgraph.ipynb#different-state-schemas) so that the parent graph knows how to communicate with the subgraphs. -- Define agent node functions with a [private input state schema](../how-tos/graph-api.ipynb#pass-private-state-between-nodes) that is distinct from the overall graph state schema. This allows passing information that is only needed for executing that particular agent. +- Define [subgraph](./subgraphs.md) agents with a separate state schema. If there are no shared state keys (channels) between the subgraph and the parent graph, it's important to [add input / output transformations](../how-tos/subgraph.md#different-state-schemas) so that the parent graph knows how to communicate with the subgraphs. +- Define agent node functions with a [private input state schema](../how-tos/graph-api.md#pass-private-state-between-nodes) that is distinct from the overall graph state schema. This allows passing information that is only needed for executing that particular agent. diff --git a/docs/docs/how-tos/graph-api.md b/docs/docs/how-tos/graph-api.md index bf0af9610..7fbd084c8 100644 --- a/docs/docs/how-tos/graph-api.md +++ b/docs/docs/how-tos/graph-api.md @@ -1019,7 +1019,7 @@ console.log(await graph.invoke({}, { configurable: { myRuntimeValue: "b" } })); # Usage input_message = {"role": "user", "content": "hi"} # With no configuration, uses default (Anthropic) - response_1 = graph.invoke({"messages": [input_message]})["messages"][-1] + response_1 = graph.invoke({"messages": [input_message]}, context=ContextSchema())["messages"][-1] # Or, can set OpenAI response_2 = graph.invoke({"messages": [input_message]}, context={"model_provider": "openai"})["messages"][-1] @@ -1205,7 +1205,7 @@ There are many use cases where you may wish for your node to have a custom retry To configure a retry policy, pass the `retry_policy` parameter to the [add_node](../reference/graphs.md#langgraph.graph.state.StateGraph.add_node). The `retry_policy` parameter takes in a `RetryPolicy` named tuple object. Below we instantiate a `RetryPolicy` object with the default parameters and associate it with a node: ```python -from langgraph.pregel import RetryPolicy +from langgraph.types import RetryPolicy builder.add_node( "node_name", @@ -1260,7 +1260,7 @@ By default, the retry policy retries on any exception except for the following: from typing_extensions import TypedDict from langchain.chat_models import init_chat_model from langgraph.graph import END, MessagesState, StateGraph, START - from langgraph.pregel import RetryPolicy + from langgraph.types import RetryPolicy from langchain_community.utilities import SQLDatabase from langchain_core.messages import AIMessage @@ -1422,15 +1422,15 @@ const builder = new StateGraph(State) ::: ??? info "Why split application steps into a sequence with LangGraph?" -LangGraph makes it easy to add an underlying persistence layer to your application. -This allows state to be checkpointed in between the execution of nodes, so your LangGraph nodes govern: + LangGraph makes it easy to add an underlying persistence layer to your application. + This allows state to be checkpointed in between the execution of nodes, so your LangGraph nodes govern: - - How state updates are [checkpointed](../concepts/persistence.md) - - How interruptions are resumed in [human-in-the-loop](../concepts/human_in_the_loop.md) workflows - - How we can "rewind" and branch-off executions using LangGraph's [time travel](../concepts/time-travel.md) features +- How state updates are [checkpointed](../concepts/persistence.md) +- How interruptions are resumed in [human-in-the-loop](../concepts/human_in_the_loop.md) workflows +- How we can "rewind" and branch-off executions using LangGraph's [time travel](../concepts/time-travel.md) features - They also determine how execution steps are [streamed](../concepts/streaming.md), and how your application is visualized - and debugged using [LangGraph Studio](../concepts/langgraph_studio.md). +They also determine how execution steps are [streamed](../concepts/streaming.md), and how your application is visualized +and debugged using [LangGraph Studio](../concepts/langgraph_studio.md). Let's demonstrate an end-to-end example. We will create a sequence of three steps: @@ -2110,7 +2110,6 @@ builder.add_edge(START, "generate_topics") builder.add_conditional_edges("generate_topics", continue_to_jokes, ["generate_joke"]) builder.add_edge("generate_joke", "best_joke") builder.add_edge("best_joke", END) -builder.add_edge("generate_topics", END) graph = builder.compile() ``` @@ -2333,7 +2332,7 @@ from IPython.display import Image, display display(Image(graph.get_graph().draw_mermaid_png())) ``` -![Simple loop graph](assets/graph_api_image_3.png) +![Simple loop graph](assets/graph_api_image_7.png) ::: :::js @@ -3272,7 +3271,7 @@ from langchain_core.runnables.graph import CurveStyle, MermaidDrawMethod, NodeSt display(Image(app.get_graph().draw_mermaid_png())) ``` -![Fractal graph visualization](assets/graph_api_image_5.png) +![Fractal graph visualization](assets/graph_api_image_10.png) **Using Mermaid + Pyppeteer** @@ -3320,4 +3319,4 @@ const imageBuffer = new Uint8Array(await image.arrayBuffer()); await fs.writeFile("graph.png", imageBuffer); ``` -::: \ No newline at end of file +::: diff --git a/docs/docs/how-tos/human_in_the_loop/add-human-in-the-loop.md b/docs/docs/how-tos/human_in_the_loop/add-human-in-the-loop.md index 6e7330f2f..49dffd465 100644 --- a/docs/docs/how-tos/human_in_the_loop/add-human-in-the-loop.md +++ b/docs/docs/how-tos/human_in_the_loop/add-human-in-the-loop.md @@ -366,8 +366,8 @@ result = graph.invoke( # Resume with mapping of interrupt IDs to values resume_map = { - i.interrupt_id: f"human input for prompt {i.value}" - for i in parent.get_state(thread_config).interrupts + i.id: f"edited text for {i.value['text_to_revise']}" + for i in graph.get_state(config).interrupts } print(graph.invoke(Command(resume=resume_map), config=config)) # > {'text_1': 'edited text for original text 1', 'text_2': 'edited text for original text 2'} diff --git a/docs/docs/tutorials/workflows.md b/docs/docs/tutorials/workflows.md index 7d46f853e..9b2f4de88 100644 --- a/docs/docs/tutorials/workflows.md +++ b/docs/docs/tutorials/workflows.md @@ -1948,7 +1948,7 @@ const llmWithTools = llm.bindTools(tools); # Conditional edge function to route to the tool node or end based upon whether the LLM made a tool call - def should_continue(state: MessagesState) -> Literal["environment", END]: + def should_continue(state: MessagesState) -> Literal["Action", END]: """Decide if we should continue the loop or stop based upon whether the LLM made a tool call""" messages = state["messages"] diff --git a/docs/overrides/main.html b/docs/overrides/main.html index 54909ed89..e2089ffe0 100644 --- a/docs/overrides/main.html +++ b/docs/overrides/main.html @@ -291,7 +291,7 @@ j=d.createElement(s),dl=l!='dataLayer'?'&l='+l:'';j.async=true;j.src= } .md-banner { - background-color: #CFC9FA; + background-color: #FFAE42; color: #000000; } @@ -360,5 +360,5 @@ j=d.createElement(s),dl=l!='dataLayer'?'&l='+l:'';j.async=true;j.src= {% endblock %} {% block announce %} -Our new LangChain Academy Course Deep Research with LangGraph is now live! Enroll for free. +These docs will be deprecated and removed with the release of LangGraph v1.0 in October 2025. Visit the v1.0 alpha docs {% endblock %} diff --git a/examples/rag/langgraph_crag_local.ipynb b/examples/rag/langgraph_crag_local.ipynb index 19dc84410..c454127f2 100644 --- a/examples/rag/langgraph_crag_local.ipynb +++ b/examples/rag/langgraph_crag_local.ipynb @@ -707,7 +707,9 @@ " \"\"\"\n", " Find all tool calls in the messages returned\n", " \"\"\"\n", - " tool_calls = [tc['name'] for m in messages['messages'] for tc in getattr(m, 'tool_calls', [])]\n", + " tool_calls = [\n", + " tc[\"name\"] for m in messages[\"messages\"] for tc in getattr(m, \"tool_calls\", [])\n", + " ]\n", " return tool_calls\n", "\n", "\n", diff --git a/libs/checkpoint-postgres/langgraph/store/postgres/__init__.py b/libs/checkpoint-postgres/langgraph/store/postgres/__init__.py index 47b7836d2..d0432b588 100644 --- a/libs/checkpoint-postgres/langgraph/store/postgres/__init__.py +++ b/libs/checkpoint-postgres/langgraph/store/postgres/__init__.py @@ -1,4 +1,4 @@ from langgraph.store.postgres.aio import AsyncPostgresStore -from langgraph.store.postgres.base import PostgresStore +from langgraph.store.postgres.base import PoolConfig, PostgresStore -__all__ = ["AsyncPostgresStore", "PostgresStore"] +__all__ = ["AsyncPostgresStore", "PoolConfig", "PostgresStore"] diff --git a/libs/checkpoint-postgres/tests/test_store.py b/libs/checkpoint-postgres/tests/test_store.py index f7c7a1b2c..42bf50419 100644 --- a/libs/checkpoint-postgres/tests/test_store.py +++ b/libs/checkpoint-postgres/tests/test_store.py @@ -861,3 +861,46 @@ def test_store_ttl(store): # Now has been (TTL_SECONDS-2)*2 > TTL_SECONDS + TTL_SECONDS/2 res = store.search(ns, query="bar", refresh_ttl=False) assert len(res) == 0 + + +@pytest.mark.parametrize( + "vector_type,distance_type", + [ + ("vector", "cosine"), + ("vector", "inner_product"), + ("halfvec", "cosine"), + ("halfvec", "inner_product"), + ], +) +def test_non_ascii( + request: Any, + fake_embeddings: CharacterEmbeddings, + vector_type: str, + distance_type: str, +) -> None: + """Test support for non-ascii characters""" + with _create_vector_store( + vector_type, + distance_type, + fake_embeddings + ) as store: + + store.put(("user_123", "memories"), "1", {"text": "这是中文"}) # Chinese + store.put( + ("user_123", "memories"), "2", {"text": "これは日本語です"} + ) # Japanese + store.put(("user_123", "memories"), "3", {"text": "이건 한국어야"}) # Korean + store.put(("user_123", "memories"), "4", {"text": "Это русский"}) # Russian + store.put(("user_123", "memories"), "5", {"text": "यह रूसी है"}) # Hindi + + result1 = store.search(("user_123", "memories"), query="这是中文") + result2 = store.search(("user_123", "memories"), query="これは日本語です") + result3 = store.search(("user_123", "memories"), query="이건 한국어야") + result4 = store.search(("user_123", "memories"), query="Это русский") + result5 = store.search(("user_123", "memories"), query="यह रूसी है") + + assert result1[0].key == "1" + assert result2[0].key == "2" + assert result3[0].key == "3" + assert result4[0].key == "4" + assert result5[0].key == "5" diff --git a/libs/checkpoint-sqlite/tests/test_store.py b/libs/checkpoint-sqlite/tests/test_store.py index 590394375..844493fdc 100644 --- a/libs/checkpoint-sqlite/tests/test_store.py +++ b/libs/checkpoint-sqlite/tests/test_store.py @@ -1067,3 +1067,31 @@ def test_sql_injection_vulnerability(store: SqliteStore) -> None: with pytest.raises(ValueError, match="Invalid filter key"): store.search(("docs",), filter={malicious_key: "dummy"}) + + +@pytest.mark.parametrize("distance_type", VECTOR_TYPES) +def test_non_ascii( + fake_embeddings: CharacterEmbeddings, + distance_type: str, +) -> None: + """Test support for non-ascii characters""" + with create_vector_store(fake_embeddings, distance_type=distance_type) as store: + store.put(("user_123", "memories"), "1", {"text": "这是中文"}) # Chinese + store.put( + ("user_123", "memories"), "2", {"text": "これは日本語です"} + ) # Japanese + store.put(("user_123", "memories"), "3", {"text": "이건 한국어야"}) # Korean + store.put(("user_123", "memories"), "4", {"text": "Это русский"}) # Russian + store.put(("user_123", "memories"), "5", {"text": "यह रूसी है"}) # Hindi + + result1 = store.search(("user_123", "memories"), query="这是中文") + result2 = store.search(("user_123", "memories"), query="これは日本語です") + result3 = store.search(("user_123", "memories"), query="이건 한국어야") + result4 = store.search(("user_123", "memories"), query="Это русский") + result5 = store.search(("user_123", "memories"), query="यह रूसी है") + + assert result1[0].key == "1" + assert result2[0].key == "2" + assert result3[0].key == "3" + assert result4[0].key == "4" + assert result5[0].key == "5" diff --git a/libs/checkpoint/langgraph/store/base/embed.py b/libs/checkpoint/langgraph/store/base/embed.py index 738a9e53f..afaa4d135 100644 --- a/libs/checkpoint/langgraph/store/base/embed.py +++ b/libs/checkpoint/langgraph/store/base/embed.py @@ -238,7 +238,7 @@ def get_text_at_path(obj: Any, path: str | list[str]) -> list[str]: - Nested paths in multi-field: "{field1,nested.field2}" """ if not path or path == "$": - return [json.dumps(obj, sort_keys=True)] + return [json.dumps(obj, sort_keys=True, ensure_ascii=False)] tokens = tokenize_path(path) if isinstance(path, str) else path @@ -249,7 +249,7 @@ def get_text_at_path(obj: Any, path: str | list[str]) -> list[str]: elif obj is None: return [] elif isinstance(obj, (list, dict)): - return [json.dumps(obj, sort_keys=True)] + return [json.dumps(obj, sort_keys=True, ensure_ascii=False)] return [] token = tokens[pos] @@ -295,7 +295,11 @@ def get_text_at_path(obj: Any, path: str | list[str]) -> list[str]: if isinstance(current_obj, (str, int, float, bool)): results.append(str(current_obj)) elif isinstance(current_obj, (list, dict)): - results.append(json.dumps(current_obj, sort_keys=True)) + results.append( + json.dumps( + current_obj, sort_keys=True, ensure_ascii=False + ) + ) # Handle wildcard elif token == "*": diff --git a/libs/checkpoint/tests/test_redis_cache.py b/libs/checkpoint/tests/test_redis_cache.py index bec001e9b..ca1fce09c 100644 --- a/libs/checkpoint/tests/test_redis_cache.py +++ b/libs/checkpoint/tests/test_redis_cache.py @@ -5,12 +5,13 @@ import time import pytest import redis +from langgraph.cache.base import FullKey from langgraph.cache.redis import RedisCache class TestRedisCache: @pytest.fixture(autouse=True) - def setup(self): + def setup(self) -> None: """Set up test Redis client and cache.""" self.client = redis.Redis( host="localhost", port=6379, db=0, decode_responses=False @@ -20,21 +21,21 @@ class TestRedisCache: except redis.ConnectionError: pytest.skip("Redis server not available") - self.cache = RedisCache(self.client, prefix="test:cache:") + self.cache: RedisCache = RedisCache(self.client, prefix="test:cache:") # Clean up before each test self.client.flushdb() - def teardown_method(self): + def teardown_method(self) -> None: """Clean up after each test.""" try: self.client.flushdb() except Exception: pass - def test_basic_set_and_get(self): + def test_basic_set_and_get(self) -> None: """Test basic set and get operations.""" - keys = [(("graph", "node"), "key1")] + keys: list[FullKey] = [(("graph", "node"), "key1")] values = {keys[0]: ({"result": 42}, None)} # Set value @@ -45,9 +46,9 @@ class TestRedisCache: assert len(result) == 1 assert result[keys[0]] == {"result": 42} - def test_batch_operations(self): + def test_batch_operations(self) -> None: """Test batch set and get operations.""" - keys = [ + keys: list[FullKey] = [ (("graph", "node1"), "key1"), (("graph", "node2"), "key2"), (("other", "node"), "key3"), @@ -68,9 +69,9 @@ class TestRedisCache: assert result[keys[1]] == {"result": 2} assert result[keys[2]] == {"result": 3} - def test_ttl_behavior(self): + def test_ttl_behavior(self) -> None: """Test TTL (time-to-live) functionality.""" - key = (("graph", "node"), "ttl_key") + key: FullKey = (("graph", "node"), "ttl_key") values = {key: ({"data": "expires_soon"}, 1)} # 1 second TTL # Set with TTL @@ -88,10 +89,10 @@ class TestRedisCache: result = self.cache.get([key]) assert len(result) == 0 - def test_namespace_isolation(self): + def test_namespace_isolation(self) -> None: """Test that different namespaces are isolated.""" - key1 = (("graph1", "node"), "same_key") - key2 = (("graph2", "node"), "same_key") + key1: FullKey = (("graph1", "node"), "same_key") + key2: FullKey = (("graph2", "node"), "same_key") values = {key1: ({"graph": 1}, None), key2: ({"graph": 2}, None)} @@ -101,9 +102,12 @@ class TestRedisCache: assert result[key1] == {"graph": 1} assert result[key2] == {"graph": 2} - def test_clear_all(self): + def test_clear_all(self) -> None: """Test clearing all cached values.""" - keys = [(("graph", "node1"), "key1"), (("graph", "node2"), "key2")] + keys: list[FullKey] = [ + (("graph", "node1"), "key1"), + (("graph", "node2"), "key2"), + ] values = {keys[0]: ({"result": 1}, None), keys[1]: ({"result": 2}, None)} self.cache.set(values) @@ -119,9 +123,9 @@ class TestRedisCache: result = self.cache.get(keys) assert len(result) == 0 - def test_clear_by_namespace(self): + def test_clear_by_namespace(self) -> None: """Test clearing cached values by namespace.""" - keys = [ + keys: list[FullKey] = [ (("graph1", "node"), "key1"), (("graph2", "node"), "key2"), (("graph1", "other"), "key3"), @@ -142,7 +146,7 @@ class TestRedisCache: assert len(result) == 1 assert result[keys[1]] == {"result": 2} - def test_empty_operations(self): + def test_empty_operations(self) -> None: """Test behavior with empty keys/values.""" # Empty get result = self.cache.get([]) @@ -151,14 +155,14 @@ class TestRedisCache: # Empty set self.cache.set({}) # Should not raise error - def test_nonexistent_keys(self): + def test_nonexistent_keys(self) -> None: """Test getting keys that don't exist.""" - keys = [(("graph", "node"), "nonexistent")] + keys: list[FullKey] = [(("graph", "node"), "nonexistent")] result = self.cache.get(keys) assert len(result) == 0 @pytest.mark.asyncio - async def test_async_operations(self): + async def test_async_operations(self) -> None: """Test async set and get operations with sync Redis client.""" # Create sync Redis client and cache (like main integration tests) client = redis.Redis(host="localhost", port=6379, db=1, decode_responses=False) @@ -167,9 +171,9 @@ class TestRedisCache: except Exception: pytest.skip("Redis not available") - cache = RedisCache(client, prefix="test:async:") + cache: RedisCache = RedisCache(client, prefix="test:async:") - keys = [(("graph", "node"), "async_key")] + keys: list[FullKey] = [(("graph", "node"), "async_key")] values = {keys[0]: ({"async": True}, None)} # Async set (delegates to sync) @@ -184,7 +188,7 @@ class TestRedisCache: client.flushdb() @pytest.mark.asyncio - async def test_async_clear(self): + async def test_async_clear(self) -> None: """Test async clear operations with sync Redis client.""" # Create sync Redis client and cache (like main integration tests) client = redis.Redis(host="localhost", port=6379, db=1, decode_responses=False) @@ -193,9 +197,9 @@ class TestRedisCache: except Exception: pytest.skip("Redis not available") - cache = RedisCache(client, prefix="test:async:") + cache: RedisCache = RedisCache(client, prefix="test:async:") - keys = [(("graph", "node"), "key")] + keys: list[FullKey] = [(("graph", "node"), "key")] values = {keys[0]: ({"data": "test"}, None)} await cache.aset(values) @@ -214,44 +218,44 @@ class TestRedisCache: # Cleanup client.flushdb() - def test_redis_unavailable_get(self): + def test_redis_unavailable_get(self) -> None: """Test behavior when Redis is unavailable during get operations.""" # Create cache with non-existent Redis server bad_client = redis.Redis( host="nonexistent", port=9999, socket_connect_timeout=0.1 ) - cache = RedisCache(bad_client, prefix="test:cache:") + cache: RedisCache = RedisCache(bad_client, prefix="test:cache:") - keys = [(("graph", "node"), "key")] + keys: list[FullKey] = [(("graph", "node"), "key")] result = cache.get(keys) # Should return empty dict when Redis unavailable assert result == {} - def test_redis_unavailable_set(self): + def test_redis_unavailable_set(self) -> None: """Test behavior when Redis is unavailable during set operations.""" # Create cache with non-existent Redis server bad_client = redis.Redis( host="nonexistent", port=9999, socket_connect_timeout=0.1 ) - cache = RedisCache(bad_client, prefix="test:cache:") + cache: RedisCache = RedisCache(bad_client, prefix="test:cache:") - keys = [(("graph", "node"), "key")] + keys: list[FullKey] = [(("graph", "node"), "key")] values = {keys[0]: ({"data": "test"}, None)} # Should not raise exception when Redis unavailable cache.set(values) # Should silently fail @pytest.mark.asyncio - async def test_redis_unavailable_async(self): + async def test_redis_unavailable_async(self) -> None: """Test async behavior when Redis is unavailable.""" # Create sync cache with non-existent Redis server (like main integration tests) bad_client = redis.Redis( host="nonexistent", port=9999, socket_connect_timeout=0.1 ) - cache = RedisCache(bad_client, prefix="test:cache:") + cache: RedisCache = RedisCache(bad_client, prefix="test:cache:") - keys = [(("graph", "node"), "key")] + keys: list[FullKey] = [(("graph", "node"), "key")] values = {keys[0]: ({"data": "test"}, None)} # Should return empty dict for get (delegates to sync) @@ -261,10 +265,10 @@ class TestRedisCache: # Should not raise exception for set (delegates to sync) await cache.aset(values) # Should silently fail - def test_corrupted_data_handling(self): + def test_corrupted_data_handling(self) -> None: """Test handling of corrupted data in Redis.""" # Set some valid data first - keys = [(("graph", "node"), "valid_key")] + keys: list[FullKey] = [(("graph", "node"), "valid_key")] values = {keys[0]: ({"data": "valid"}, None)} self.cache.set(values) @@ -273,33 +277,36 @@ class TestRedisCache: self.client.set(corrupted_key, b"invalid:data:format:too:many:colons") # Should skip corrupted entry and return only valid ones - all_keys = [keys[0], (("graph", "node"), "corrupted_key")] + all_keys: list[FullKey] = [keys[0], (("graph", "node"), "corrupted_key")] result = self.cache.get(all_keys) assert len(result) == 1 assert result[keys[0]] == {"data": "valid"} - def test_key_parsing_edge_cases(self): + def test_key_parsing_edge_cases(self) -> None: """Test key parsing with edge cases.""" # Test empty namespace - key1 = ((), "empty_ns") + key1: FullKey = ((), "empty_ns") values = {key1: ({"data": "empty_ns"}, None)} self.cache.set(values) result = self.cache.get([key1]) assert result[key1] == {"data": "empty_ns"} # Test namespace with special characters - key2 = (("graph:with:colons", "node-with-dashes"), "key_with_underscores") + key2: FullKey = ( + ("graph:with:colons", "node-with-dashes"), + "key_with_underscores", + ) values = {key2: ({"data": "special_chars"}, None)} self.cache.set(values) result = self.cache.get([key2]) assert result[key2] == {"data": "special_chars"} - def test_large_data_serialization(self): + def test_large_data_serialization(self) -> None: """Test handling of large data objects.""" # Create a large data structure large_data = {"large_list": list(range(1000)), "nested": {"data": "x" * 1000}} - key = (("graph", "node"), "large_key") + key: FullKey = (("graph", "node"), "large_key") values = {key: (large_data, None)} self.cache.set(values) diff --git a/libs/checkpoint/tests/test_store.py b/libs/checkpoint/tests/test_store.py index 589eec0e4..1bdfc0408 100644 --- a/libs/checkpoint/tests/test_store.py +++ b/libs/checkpoint/tests/test_store.py @@ -1021,3 +1021,27 @@ async def test_embed_with_path(fake_embeddings: CharacterEmbeddings) -> None: assert len(results) == 3 doc5_result = next(r for r in results if r.key == "doc5") assert doc5_result.score is None + + +def test_non_ascii(fake_embeddings: CharacterEmbeddings) -> None: + """Test support for non-ascii characters""" + store = InMemoryStore( + index={"dims": fake_embeddings.dims, "embed": fake_embeddings} + ) + store.put(("user_123", "memories"), "1", {"text": "这是中文"}) # Chinese + store.put(("user_123", "memories"), "2", {"text": "これは日本語です"}) # Japanese + store.put(("user_123", "memories"), "3", {"text": "이건 한국어야"}) # Korean + store.put(("user_123", "memories"), "4", {"text": "Это русский"}) # Russian + store.put(("user_123", "memories"), "5", {"text": "यह रूसी है"}) # Hindi + + result1 = store.search(("user_123", "memories"), query="这是中文") + result2 = store.search(("user_123", "memories"), query="これは日本語です") + result3 = store.search(("user_123", "memories"), query="이건 한국어야") + result4 = store.search(("user_123", "memories"), query="Это русский") + result5 = store.search(("user_123", "memories"), query="यह रूसी है") + + assert result1[0].key == "1" + assert result2[0].key == "2" + assert result3[0].key == "3" + assert result4[0].key == "4" + assert result5[0].key == "5" diff --git a/libs/cli/Makefile b/libs/cli/Makefile index 5efcc064f..0c3fcc7dc 100644 --- a/libs/cli/Makefile +++ b/libs/cli/Makefile @@ -4,8 +4,9 @@ # TESTING AND COVERAGE ###################### +TEST?= "tests/unit_tests" test: - uv run pytest tests/unit_tests + uv run pytest $(TEST) test-integration: uv run pytest tests/integration_tests diff --git a/libs/cli/examples/.env.example b/libs/cli/examples/.env.example index cc176486c..d9649108e 100644 --- a/libs/cli/examples/.env.example +++ b/libs/cli/examples/.env.example @@ -1,10 +1,3 @@ OPENAI_API_KEY=placeholder ANTHROPIC_API_KEY=placeholder TAVILY_API_KEY=placeholder -LANGCHAIN_TRACING_V2=false -LANGCHAIN_ENDPOINT=placeholder -LANGCHAIN_API_KEY=placeholder -LANGCHAIN_PROJECT=placeholder -LANGGRAPH_AUTH_TYPE=noop -LANGSMITH_AUTH_ENDPOINT=placeholder -LANGSMITH_TENANT_ID=placeholder \ No newline at end of file diff --git a/libs/cli/examples/graph_prerelease_reqs/agent.py b/libs/cli/examples/graph_prerelease_reqs/agent.py new file mode 100644 index 000000000..b33b1a5d3 --- /dev/null +++ b/libs/cli/examples/graph_prerelease_reqs/agent.py @@ -0,0 +1,95 @@ +from collections.abc import Sequence +from typing import Annotated, Literal, TypedDict + +from langchain.chat_models import init_chat_model +from langchain_community.tools.tavily_search import TavilySearchResults +from langchain_core.messages import BaseMessage +from langchain_openai import ChatOpenAI +from langgraph.graph import END, StateGraph, add_messages +from langgraph.prebuilt import ToolNode + +tools = [TavilySearchResults(max_results=1)] + +model_anth = init_chat_model("claude-3-7-sonnet-20250219", model_provider="anthropic") +model_oai = ChatOpenAI(temperature=0) + +model_anth = model_anth.bind_tools(tools) +model_oai = model_oai.bind_tools(tools) + + +class AgentState(TypedDict): + messages: Annotated[Sequence[BaseMessage], add_messages] + + +# Define the function that determines whether to continue or not +def should_continue(state): + messages = state["messages"] + last_message = messages[-1] + # If there are no tool calls, then we finish + if not last_message.tool_calls: + return "end" + # Otherwise if there is, we continue + else: + return "continue" + + +# Define the function that calls the model +def call_model(state, config): + if config["configurable"].get("model", "anthropic") == "anthropic": + model = model_anth + else: + model = model_oai + messages = state["messages"] + response = model.invoke(messages) + # We return a list, because this will get added to the existing list + return {"messages": [response]} + + +# Define the function to execute tools +tool_node = ToolNode(tools) + + +class ContextSchema(TypedDict): + model: Literal["anthropic", "openai"] + + +# Define a new graph +workflow = StateGraph(AgentState, context_schema=ContextSchema) + +# Define the two nodes we will cycle between +workflow.add_node("agent", call_model) +workflow.add_node("action", tool_node) + +# Set the entrypoint as `agent` +# This means that this node is the first one called +workflow.set_entry_point("agent") + +# We now add a conditional edge +workflow.add_conditional_edges( + # First, we define the start node. We use `agent`. + # This means these are the edges taken after the `agent` node is called. + "agent", + # Next, we pass in the function that will determine which node is called next. + should_continue, + # Finally we pass in a mapping. + # The keys are strings, and the values are other nodes. + # END is a special node marking that the graph should finish. + # What will happen is we will call `should_continue`, and then the output of that + # will be matched against the keys in this mapping. + # Based on which one it matches, that node will then be called. + { + # If `tools`, then we call the tool node. + "continue": "action", + # Otherwise we finish. + "end": END, + }, +) + +# We now add a normal edge from `tools` to `agent`. +# This means that after `tools` is called, `agent` node is called next. +workflow.add_edge("action", "agent") + +# Finally, we compile it! +# This compiles it into a LangChain Runnable, +# meaning you can use it as you would any other runnable +graph = workflow.compile() diff --git a/libs/cli/examples/graph_prerelease_reqs/langgraph.json b/libs/cli/examples/graph_prerelease_reqs/langgraph.json new file mode 100644 index 000000000..8bc7d8b2c --- /dev/null +++ b/libs/cli/examples/graph_prerelease_reqs/langgraph.json @@ -0,0 +1,11 @@ +{ + "python_version": "3.12", + "dependencies": [ + "." + ], + "graphs": { + "agent": "./agent.py:graph" + }, + "env": "../.env" + } + \ No newline at end of file diff --git a/libs/cli/examples/graph_prerelease_reqs/requirements.txt b/libs/cli/examples/graph_prerelease_reqs/requirements.txt new file mode 100644 index 000000000..92e4c3b5c --- /dev/null +++ b/libs/cli/examples/graph_prerelease_reqs/requirements.txt @@ -0,0 +1,6 @@ +requests +langchain_anthropic +langchain_openai +langchain_community +langchain +langgraph==1.0.0a2 \ No newline at end of file diff --git a/libs/cli/examples/graphs/agent.py b/libs/cli/examples/graphs/agent.py index f39df4cae..931982061 100644 --- a/libs/cli/examples/graphs/agent.py +++ b/libs/cli/examples/graphs/agent.py @@ -7,6 +7,7 @@ from langchain_core.messages import BaseMessage from langchain_openai import ChatOpenAI from langgraph.graph import END, StateGraph, add_messages from langgraph.prebuilt import ToolNode +from langgraph.runtime import Runtime tools = [TavilySearchResults(max_results=1)] @@ -17,6 +18,10 @@ model_anth = model_anth.bind_tools(tools) model_oai = model_oai.bind_tools(tools) +class AgentContext(TypedDict): + model: Literal["anthropic", "openai"] + + class AgentState(TypedDict): messages: Annotated[Sequence[BaseMessage], add_messages] @@ -34,8 +39,8 @@ def should_continue(state): # Define the function that calls the model -def call_model(state, config): - if config["configurable"].get("model", "anthropic") == "anthropic": +def call_model(state, runtime: Runtime[AgentContext]): + if runtime.context.get("model", "anthropic") == "anthropic": model = model_anth else: model = model_oai @@ -49,12 +54,8 @@ def call_model(state, config): tool_node = ToolNode(tools) -class ContextSchema(TypedDict): - model: Literal["anthropic", "openai"] - - # Define a new graph -workflow = StateGraph(AgentState, context_schema=ContextSchema) +workflow = StateGraph(AgentState, context_schema=AgentContext) # Define the two nodes we will cycle between workflow.add_node("agent", call_model) diff --git a/libs/cli/examples/graphs_reqs_a/graphs_submod/agent.py b/libs/cli/examples/graphs_reqs_a/graphs_submod/agent.py index 1073110cb..7971b3ce0 100644 --- a/libs/cli/examples/graphs_reqs_a/graphs_submod/agent.py +++ b/libs/cli/examples/graphs_reqs_a/graphs_submod/agent.py @@ -1,6 +1,6 @@ from collections.abc import Sequence from pathlib import Path -from typing import Annotated, TypedDict +from typing import Annotated, Literal, TypedDict from langchain_anthropic import ChatAnthropic from langchain_community.tools.tavily_search import TavilySearchResults @@ -8,6 +8,7 @@ from langchain_core.messages import BaseMessage from langchain_openai import ChatOpenAI from langgraph.graph import END, StateGraph, add_messages from langgraph.prebuilt import ToolNode +from langgraph.runtime import Runtime tools = [TavilySearchResults(max_results=1)] @@ -21,6 +22,10 @@ prompt = open(Path(__file__).parent.parent / "prompt.txt").read() subprompt = open(Path(__file__).parent / "subprompt.txt").read() +class AgentContext(TypedDict): + model: Literal["anthropic", "openai"] + + class AgentState(TypedDict): messages: Annotated[Sequence[BaseMessage], add_messages] @@ -38,8 +43,8 @@ def should_continue(state): # Define the function that calls the model -def call_model(state, config): - if config["configurable"].get("model", "anthropic") == "anthropic": +def call_model(state, runtime: Runtime[AgentContext]): + if runtime.context.get("model", "anthropic") == "anthropic": model = model_anth else: model = model_oai @@ -52,9 +57,8 @@ def call_model(state, config): # Define the function to execute tools tool_node = ToolNode(tools) - # Define a new graph -workflow = StateGraph(AgentState) +workflow = StateGraph(AgentState, context_schema=AgentContext) # Define the two nodes we will cycle between workflow.add_node("agent", call_model) diff --git a/libs/cli/examples/graphs_reqs_b/graphs_submod/agent.py b/libs/cli/examples/graphs_reqs_b/graphs_submod/agent.py index 1073110cb..eb81a0a7f 100644 --- a/libs/cli/examples/graphs_reqs_b/graphs_submod/agent.py +++ b/libs/cli/examples/graphs_reqs_b/graphs_submod/agent.py @@ -1,6 +1,6 @@ from collections.abc import Sequence from pathlib import Path -from typing import Annotated, TypedDict +from typing import Annotated, Literal, TypedDict from langchain_anthropic import ChatAnthropic from langchain_community.tools.tavily_search import TavilySearchResults @@ -8,6 +8,7 @@ from langchain_core.messages import BaseMessage from langchain_openai import ChatOpenAI from langgraph.graph import END, StateGraph, add_messages from langgraph.prebuilt import ToolNode +from langgraph.runtime import Runtime tools = [TavilySearchResults(max_results=1)] @@ -21,6 +22,10 @@ prompt = open(Path(__file__).parent.parent / "prompt.txt").read() subprompt = open(Path(__file__).parent / "subprompt.txt").read() +class AgentContext(TypedDict): + model: Literal["anthropic", "openai"] + + class AgentState(TypedDict): messages: Annotated[Sequence[BaseMessage], add_messages] @@ -38,8 +43,8 @@ def should_continue(state): # Define the function that calls the model -def call_model(state, config): - if config["configurable"].get("model", "anthropic") == "anthropic": +def call_model(state, runtime: Runtime[AgentContext]): + if runtime.context.get("model", "anthropic") == "anthropic": model = model_anth else: model = model_oai @@ -54,7 +59,7 @@ tool_node = ToolNode(tools) # Define a new graph -workflow = StateGraph(AgentState) +workflow = StateGraph(AgentState, context_schema=AgentContext) # Define the two nodes we will cycle between workflow.add_node("agent", call_model) diff --git a/libs/cli/generate_schema.py b/libs/cli/generate_schema.py index 041012c61..ad6637a4a 100644 --- a/libs/cli/generate_schema.py +++ b/libs/cli/generate_schema.py @@ -163,14 +163,7 @@ def generate_schema(): # Add enum constraint for python_version if "python_version" in python_schema["properties"]: - python_schema["properties"]["python_version"]["enum"] = ["3.11", "3.12"] - - # Add enum constraint for image_distro - if "image_distro" in python_schema["properties"]: - python_schema["properties"]["image_distro"]["anyOf"] = [ - {"type": "string", "enum": ["debian", "wolfi"]}, - {"type": "null"}, - ] + python_schema["properties"]["python_version"]["enum"] = ["3.11", "3.12", "3.13"] # Create Node.js schema with node_version node_schema = { diff --git a/libs/cli/js-monorepo-example/.eslintrc.cjs b/libs/cli/js-monorepo-example/.eslintrc.cjs new file mode 100644 index 000000000..da4c3ecb4 --- /dev/null +++ b/libs/cli/js-monorepo-example/.eslintrc.cjs @@ -0,0 +1,62 @@ +module.exports = { + extends: [ + "eslint:recommended", + "prettier", + "plugin:@typescript-eslint/recommended", + ], + parserOptions: { + ecmaVersion: 12, + parser: "@typescript-eslint/parser", + project: "./tsconfig.json", + sourceType: "module", + }, + plugins: ["import", "@typescript-eslint", "no-instanceof"], + ignorePatterns: [ + ".eslintrc.cjs", + "scripts", + "src/utils/lodash/*", + "node_modules", + "dist", + "dist-cjs", + "*.js", + "*.cjs", + "*.d.ts", + ], + rules: { + "no-process-env": 2, + "no-instanceof/no-instanceof": 2, + "@typescript-eslint/explicit-module-boundary-types": 0, + "@typescript-eslint/no-empty-function": 0, + "@typescript-eslint/no-shadow": 0, + "@typescript-eslint/no-empty-interface": 0, + "@typescript-eslint/no-use-before-define": ["error", "nofunc"], + "@typescript-eslint/no-unused-vars": ["warn", { args: "none" }], + "@typescript-eslint/no-floating-promises": "error", + "@typescript-eslint/no-misused-promises": "error", + camelcase: 0, + "class-methods-use-this": 0, + "import/extensions": [2, "ignorePackages"], + "import/no-extraneous-dependencies": [ + "error", + { devDependencies: ["**/*.test.ts"] }, + ], + "import/no-unresolved": 0, + "import/prefer-default-export": 0, + "keyword-spacing": "error", + "max-classes-per-file": 0, + "max-len": 0, + "no-await-in-loop": 0, + "no-bitwise": 0, + "no-console": 0, + "no-restricted-syntax": 0, + "no-shadow": 0, + "no-continue": 0, + "no-underscore-dangle": 0, + "no-use-before-define": 0, + "no-useless-constructor": 0, + "no-return-await": 0, + "consistent-return": 0, + "no-else-return": 0, + "new-cap": ["error", { properties: false, capIsNew: false }], + }, +}; diff --git a/libs/cli/js-monorepo-example/apps/agent/langgraph.json b/libs/cli/js-monorepo-example/apps/agent/langgraph.json new file mode 100644 index 000000000..e39ef7891 --- /dev/null +++ b/libs/cli/js-monorepo-example/apps/agent/langgraph.json @@ -0,0 +1,7 @@ +{ + "node_version": "20", + "graphs": { + "agent": "./src/graph.ts:graph" + }, + "env": "../../.env" +} diff --git a/libs/cli/js-monorepo-example/apps/agent/package.json b/libs/cli/js-monorepo-example/apps/agent/package.json new file mode 100644 index 000000000..e55e3b338 --- /dev/null +++ b/libs/cli/js-monorepo-example/apps/agent/package.json @@ -0,0 +1,18 @@ +{ + "name": "@js-monorepo-example/agent", + "version": "0.0.1", + "type": "module", + "main": "src/graph.ts", + "scripts": { + "build": "tsc", + "clean": "rm -rf dist" + }, + "dependencies": { + "@js-monorepo-example/shared": "*", + "@langchain/core": "^0.3.2", + "@langchain/langgraph": "^0.2.5" + }, + "devDependencies": { + "typescript": "^5.3.3" + } +} diff --git a/libs/cli/js-monorepo-example/apps/agent/src/graph.ts b/libs/cli/js-monorepo-example/apps/agent/src/graph.ts new file mode 100644 index 000000000..6bc4e6311 --- /dev/null +++ b/libs/cli/js-monorepo-example/apps/agent/src/graph.ts @@ -0,0 +1,47 @@ +/** + * Simple LangGraph.js example for monorepo testing + */ +import { StateGraph } from "@langchain/langgraph"; +import { RunnableConfig } from "@langchain/core/runnables"; +import { StateAnnotation } from "./state.js"; +import { getGreeting } from "@js-monorepo-example/shared"; + +/** + * Simple node that uses the shared library + */ +const callModel = async ( + state: typeof StateAnnotation.State, + _config: RunnableConfig, +): Promise => { + // Use functions from the shared library + const greeting = getGreeting(); + + return { + messages: [ + { + role: "assistant", + content: `${greeting}`, + }, + ], + }; +}; + +/** + * Simple routing function + */ +export const route = ( + state: typeof StateAnnotation.State, +): "__end__" | "callModel" => { + if (state.messages.length > 0) { + return "__end__"; + } + return "callModel"; +}; + +// Create the graph +const builder = new StateGraph(StateAnnotation) + .addNode("callModel", callModel) + .addEdge("__start__", "callModel") + .addConditionalEdges("callModel", route); + +export const graph = builder.compile(); diff --git a/libs/cli/js-monorepo-example/apps/agent/src/state.ts b/libs/cli/js-monorepo-example/apps/agent/src/state.ts new file mode 100644 index 000000000..eeeecd417 --- /dev/null +++ b/libs/cli/js-monorepo-example/apps/agent/src/state.ts @@ -0,0 +1,15 @@ +import { BaseMessage, BaseMessageLike } from "@langchain/core/messages"; +import { Annotation, messagesStateReducer } from "@langchain/langgraph"; + +/** + * Simple state annotation for the agent + */ +export const StateAnnotation = Annotation.Root({ + /** + * Messages track the primary execution state of the agent. + */ + messages: Annotation({ + reducer: messagesStateReducer, + default: () => [], + }), +}); diff --git a/libs/cli/js-monorepo-example/apps/agent/tsconfig.json b/libs/cli/js-monorepo-example/apps/agent/tsconfig.json new file mode 100644 index 000000000..ed464a96b --- /dev/null +++ b/libs/cli/js-monorepo-example/apps/agent/tsconfig.json @@ -0,0 +1,9 @@ +{ + "extends": "../../tsconfig.json", + "compilerOptions": { + "outDir": "./dist", + "rootDir": "./src" + }, + "include": ["src/**/*"], + "exclude": ["node_modules", "dist"] +} diff --git a/libs/cli/js-monorepo-example/libs/shared/package.json b/libs/cli/js-monorepo-example/libs/shared/package.json new file mode 100644 index 000000000..d220ae394 --- /dev/null +++ b/libs/cli/js-monorepo-example/libs/shared/package.json @@ -0,0 +1,14 @@ +{ + "name": "@js-monorepo-example/shared", + "version": "0.0.1", + "type": "module", + "main": "dist/index.js", + "types": "dist/index.d.ts", + "scripts": { + "build": "tsc", + "clean": "rm -rf dist" + }, + "devDependencies": { + "typescript": "^5.3.3" + } +} diff --git a/libs/cli/js-monorepo-example/libs/shared/src/index.ts b/libs/cli/js-monorepo-example/libs/shared/src/index.ts new file mode 100644 index 000000000..19878933c --- /dev/null +++ b/libs/cli/js-monorepo-example/libs/shared/src/index.ts @@ -0,0 +1,6 @@ +/** + * Simple utility functions for monorepo testing + */ +export function getGreeting(): string { + return "Hello from shared library!"; +} diff --git a/libs/cli/js-monorepo-example/libs/shared/tsconfig.json b/libs/cli/js-monorepo-example/libs/shared/tsconfig.json new file mode 100644 index 000000000..ed464a96b --- /dev/null +++ b/libs/cli/js-monorepo-example/libs/shared/tsconfig.json @@ -0,0 +1,9 @@ +{ + "extends": "../../tsconfig.json", + "compilerOptions": { + "outDir": "./dist", + "rootDir": "./src" + }, + "include": ["src/**/*"], + "exclude": ["node_modules", "dist"] +} diff --git a/libs/cli/js-monorepo-example/package.json b/libs/cli/js-monorepo-example/package.json new file mode 100644 index 000000000..22eb6b37d --- /dev/null +++ b/libs/cli/js-monorepo-example/package.json @@ -0,0 +1,34 @@ +{ + "name": "js-monorepo-example", + "version": "0.0.1", + "packageManager": "yarn@1.22.22", + "description": "A simple monorepo example for LangGraph integration testing.", + "private": true, + "workspaces": [ + "libs/*", + "apps/*" + ], + "type": "module", + "scripts": { + "build": "turbo build", + "clean": "turbo clean", + "test": "turbo test", + "format": "prettier --write .", + "lint": "eslint 'apps/**/*.ts' 'libs/**/*.ts'" + }, + "devDependencies": { + "turbo": "^2.5.0", + "typescript": "^5.3.3", + "@tsconfig/recommended": "^1.0.7", + "@eslint/eslintrc": "^3.1.0", + "@eslint/js": "^9.9.1", + "eslint": "^8.41.0", + "eslint-config-prettier": "^8.8.0", + "eslint-plugin-import": "^2.27.5", + "eslint-plugin-no-instanceof": "^1.0.1", + "eslint-plugin-prettier": "^4.2.1", + "@typescript-eslint/eslint-plugin": "^5.59.8", + "@typescript-eslint/parser": "^5.59.8", + "prettier": "^3.3.3" + } +} diff --git a/libs/cli/js-monorepo-example/tsconfig.json b/libs/cli/js-monorepo-example/tsconfig.json new file mode 100644 index 000000000..3aa3da2d9 --- /dev/null +++ b/libs/cli/js-monorepo-example/tsconfig.json @@ -0,0 +1,16 @@ +{ + "extends": "@tsconfig/recommended", + "compilerOptions": { + "target": "ES2022", + "module": "ESNext", + "moduleResolution": "node", + 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"https://registry.yarnpkg.com/zod/-/zod-3.25.76.tgz#26841c3f6fd22a6a2760e7ccb719179768471e34" + integrity sha512-gzUt/qt81nXsFGKIFcC3YnfEAx5NkunCfnDlvuBSSFS02bcXu4Lmea0AFIUwbLWxWPx3d9p8S5QoaujKcNQxcQ== diff --git a/libs/cli/langgraph_cli/__init__.py b/libs/cli/langgraph_cli/__init__.py index e69de29bb..df1243329 100644 --- a/libs/cli/langgraph_cli/__init__.py +++ b/libs/cli/langgraph_cli/__init__.py @@ -0,0 +1 @@ +__version__ = "0.4.2" diff --git a/libs/cli/langgraph_cli/cli.py b/libs/cli/langgraph_cli/cli.py index 0ee774159..6a3ddf007 100644 --- a/libs/cli/langgraph_cli/cli.py +++ b/libs/cli/langgraph_cli/cli.py @@ -303,6 +303,8 @@ def _build( pull: bool, tag: str, passthrough: Sequence[str] = (), + install_command: Optional[str] = None, + build_command: Optional[str] = None, ): # pull latest images if pull: @@ -322,22 +324,38 @@ def _build( "-t", tag, ] + # determine build context: use current directory for JS projects, config parent for Python + is_js_project = config_json.get("node_version") and not config_json.get( + "python_version" + ) + # build/install commands only apply to JS projects for now + # without install/build command, JS projects will follow the old behavior + if is_js_project and (build_command or install_command): + build_context = str(pathlib.Path.cwd()) + else: + build_context = str(config.parent) + # apply config stdin, additional_contexts = langgraph_cli.config.config_to_docker( - config, config_json, base_image, api_version + config, + config_json, + base_image, + api_version, + install_command, + build_command, + build_context, ) # add additional_contexts if additional_contexts: for k, v in additional_contexts.items(): args.extend(["--build-context", f"{k}={v}"]) - # run docker build runner.run( subp_exec( "docker", "build", *args, *passthrough, - str(config.parent), + build_context, input=stdin, verbose=True, ) @@ -366,6 +384,14 @@ def _build( "\n --base-image langchain/langgraph-server:0.2 # Pin to a minor version (Python)", ) @OPT_API_VERSION +@click.option( + "--install-command", + help="Custom install command to run from the build context root. If not provided, auto-detects based on package manager files.", +) +@click.option( + "--build-command", + help="Custom build command to run from the langgraph.json directory. If not provided, uses default build process.", +) @click.argument("docker_build_args", nargs=-1, type=click.UNPROCESSED) @cli.command( help="📦 Build LangGraph API server Docker image.", @@ -381,6 +407,8 @@ def build( api_version: Optional[str], pull: bool, tag: str, + install_command: Optional[str], + build_command: Optional[str], ): with Runner() as runner, Progress(message="Pulling...") as set: if shutil.which("docker") is None: @@ -397,6 +425,8 @@ def build( pull, tag, docker_build_args, + install_command, + build_command, ) diff --git a/libs/cli/langgraph_cli/config.py b/libs/cli/langgraph_cli/config.py index 43a940afc..87d4d5c72 100644 --- a/libs/cli/langgraph_cli/config.py +++ b/libs/cli/langgraph_cli/config.py @@ -17,6 +17,9 @@ DEFAULT_PYTHON_VERSION = "3.11" DEFAULT_IMAGE_DISTRO = "debian" +Distros = Literal["debian", "wolfi", "bullseye", "bookworm"] + + class TTLConfig(TypedDict, total=False): """Configuration for TTL (time-to-live) behavior in the store.""" @@ -354,6 +357,8 @@ class HttpConfig(TypedDict, total=False): You can include or exclude headers as configurable values to condition your agent's behavior or permissions on a request's headers.""" + logging_headers: Optional[ConfigurableHeaderConfig] + """Optional. Defines which headers are excluded from logging.""" class Config(TypedDict, total=False): @@ -369,6 +374,13 @@ class Config(TypedDict, total=False): Must be >= 20 if provided. """ + api_version: Optional[str] + """Optional. Which semantic version of the LangGraph API server to use. + + Defaults to latest. Check the + [changelog](https://docs.langchain.com/langgraph-platform/langgraph-server-changelog) + for more information.""" + _INTERNAL_docker_tag: Optional[str] """Optional. Internal use only. """ @@ -378,10 +390,11 @@ class Config(TypedDict, total=False): Defaults to langchain/langgraph-api or langchain/langgraphjs-api.""" - image_distro: Optional[str] + image_distro: Optional[Distros] """Optional. Linux distribution for the base image. - Must be either 'debian' or 'wolfi'. If omitted, defaults to 'debian'. + Must be one of 'wolfi', 'debian', 'bullseye', or 'bookworm'. + If omitted, defaults to 'debian' ('latest'). """ pip_config_file: Optional[str] @@ -587,13 +600,28 @@ def validate_config(config: Config) -> Config: ) image_distro = config.get("image_distro", DEFAULT_IMAGE_DISTRO) + internal_docker_tag = config.get("_INTERNAL_docker_tag") + api_version = config.get("api_version") + if internal_docker_tag: + if api_version: + raise click.UsageError( + "Cannot specify both _INTERNAL_docker_tag and api_version." + ) + if api_version: + try: + parts = tuple(map(int, api_version.split("-")[0].split("."))) + if len(parts) > 3: + raise ValueError( + "Version must be major or major.minor or major.minor.patch." + ) + except TypeError: + raise click.UsageError(f"Invalid version format: {api_version}") from None config = { "node_version": node_version, "python_version": python_version, "pip_config_file": config.get("pip_config_file"), "pip_installer": config.get("pip_installer", "auto"), - "_INTERNAL_docker_tag": config.get("_INTERNAL_docker_tag"), "base_image": config.get("base_image"), "image_distro": image_distro, "dependencies": config.get("dependencies", []), @@ -608,6 +636,10 @@ def validate_config(config: Config) -> Config: "ui_config": config.get("ui_config"), "keep_pkg_tools": config.get("keep_pkg_tools"), } + if internal_docker_tag: + config["_INTERNAL_docker_tag"] = internal_docker_tag + if api_version: + config["api_version"] = api_version if config.get("node_version"): node_version = config["node_version"] @@ -644,17 +676,17 @@ def validate_config(config: Config) -> Config: "Add at least one dependency to 'dependencies' list." ) - if not config["graphs"]: + if not config.get("graphs"): raise click.UsageError( "No graphs found in config. Add at least one graph to 'graphs' dictionary." ) # Validate image_distro config if image_distro := config.get("image_distro"): - if image_distro not in ["debian", "wolfi"]: + if image_distro not in Distros.__args__: raise click.UsageError( f"Invalid image_distro: '{image_distro}'. " - "Must be either 'debian' or 'wolfi'." + "Must be one of 'debian', 'bullseye', or 'bookworm'." ) if pip_installer := config.get("pip_installer"): @@ -881,10 +913,10 @@ def _assemble_local_deps(config_path: pathlib.Path, config: Config) -> LocalDeps "Rename the directory to use it as flat-layout package." ) check_reserved(resolved.name, local_dep) - container_path = f"/deps/__outer_{resolved.name}/{resolved.name}" + container_path = f"/deps/outer-{resolved.name}/{resolved.name}" else: # src layout - container_path = f"/deps/__outer_{resolved.name}/src" + container_path = f"/deps/outer-{resolved.name}/src" for file in files: rfile = resolved / file if ( @@ -1224,7 +1256,7 @@ def python_config_to_docker( else: pip_installer = "pip" if pip_installer == "uv": - install_cmd = "uv pip install --system" + install_cmd = "uv pip install --system --prerelease=allow" elif pip_installer == "pip": install_cmd = "pip install" else: @@ -1254,7 +1286,7 @@ def python_config_to_docker( if local_deps.pip_reqs: pip_reqs_str = os.linesep.join( ( - f"COPY --from=__outer_{reqpath.name} requirements.txt {destpath}" + f"COPY --from=outer-{reqpath.name} requirements.txt {destpath}" if reqpath.parent in local_deps.additional_contexts else f"ADD {reqpath.relative_to(config_path.parent)} {destpath}" ) @@ -1273,7 +1305,7 @@ def python_config_to_docker( faux_pkgs_str = f"{os.linesep}{os.linesep}".join( ( f"""# -- Adding non-package dependency {fullpath.name} -- -COPY --from=__outer_{fullpath.name} . {destpath}""" +COPY --from=outer-{fullpath.name} . {destpath}""" if fullpath in local_deps.additional_contexts else f"""# -- Adding non-package dependency {fullpath.name} -- ADD {relpath} {destpath}""" @@ -1288,7 +1320,7 @@ RUN set -ex && \\ '[build-system]' \\ 'requires = ["setuptools>=61"]' \\ 'build-backend = "setuptools.build_meta"'; do \\ - echo "$line" >> /deps/__outer_{fullpath.name}/pyproject.toml; \\ + echo "$line" >> /deps/outer-{fullpath.name}/pyproject.toml; \\ done # -- End of non-package dependency {fullpath.name} --""" for fullpath, (relpath, destpath) in local_deps.faux_pkgs.items() @@ -1391,7 +1423,7 @@ ADD {relpath} /deps/{name} if p in local_deps.real_pkgs: name = local_deps.real_pkgs[p][1] elif p in local_deps.faux_pkgs: - name = f"__outer_{p.name}" + name = f"outer-{p.name}" else: raise RuntimeError(f"Unknown additional context: {p}") additional_contexts[name] = str(p) @@ -1404,9 +1436,28 @@ def node_config_to_docker( config: Config, base_image: str, api_version: Optional[str] = None, + install_command: Optional[str] = None, + build_command: Optional[str] = None, + build_context: Optional[str] = None, ) -> tuple[str, dict[str, str]]: - faux_path = f"/deps/{config_path.parent.name}" - install_cmd = _get_node_pm_install_cmd(config_path, config) + # Calculate paths for monorepo support + if build_context: + relative_workdir = _calculate_relative_workdir(config_path, build_context) + container_name = pathlib.Path(build_context).name + if relative_workdir: + faux_path = f"/deps/{container_name}/{relative_workdir}" + else: + faux_path = f"/deps/{container_name}" + else: + # Backward compatibility: use the original behavior + faux_path = f"/deps/{config_path.parent.name}" + + # Use custom install command or auto-detect + if install_command: + install_cmd = install_command + else: + install_cmd = _get_node_pm_install_cmd(config_path, config) + image_str = docker_tag(config, base_image, api_version) env_vars: list[str] = [] @@ -1433,20 +1484,35 @@ def node_config_to_docker( env_vars.append(f"ENV LANGSERVE_GRAPHS='{json.dumps(config['graphs'])}'") + # For monorepo support, we need to handle install and build commands differently + if build_context: + # Monorepo case: install from root, build from config directory + container_root = f"/deps/{pathlib.Path(build_context).name}" + install_step = f"RUN cd {container_root} && {install_cmd}" + + if build_command: + build_step = f"RUN cd {faux_path} && {build_command}" + else: + build_step = 'RUN (test ! -f /api/langgraph_api/js/build.mts && echo "Prebuild script not found, skipping") || tsx /api/langgraph_api/js/build.mts' + else: + # Original behavior: everything happens in the same directory + install_step = f"RUN cd {faux_path} && {install_cmd}" + build_step = 'RUN (test ! -f /api/langgraph_api/js/build.mts && echo "Prebuild script not found, skipping") || tsx /api/langgraph_api/js/build.mts' + docker_file_contents = [ f"FROM {image_str}", "", os.linesep.join(config["dockerfile_lines"]), "", - f"ADD . {faux_path}", + f"ADD . {faux_path if not build_context else container_root}", "", - f"RUN cd {faux_path} && {install_cmd}", + install_step, "", os.linesep.join(env_vars), "", f"WORKDIR {faux_path}", "", - 'RUN (test ! -f /api/langgraph_api/js/build.mts && echo "Prebuild script not found, skipping") || tsx /api/langgraph_api/js/build.mts', + build_step, ] return os.linesep.join(docker_file_contents), {} @@ -1465,6 +1531,7 @@ def docker_tag( base_image: Optional[str] = None, api_version: Optional[str] = None, ) -> str: + api_version = api_version or config.get("api_version") base_image = base_image or default_base_image(config) image_distro = config.get("image_distro") @@ -1473,9 +1540,6 @@ def docker_tag( if config.get("_INTERNAL_docker_tag"): return f"{base_image}:{config['_INTERNAL_docker_tag']}" - if "/langgraph-server" in base_image: - return f"{base_image}-py{config['python_version']}" - # Build the standard tag format language, version = None, None if config.get("node_version") and not config.get("python_version"): @@ -1488,22 +1552,50 @@ def docker_tag( # Prepend API version if provided if api_version: full_tag = f"{api_version}-{language}{version_distro_tag}" + elif "/langgraph-server" in base_image and version_distro_tag not in base_image: + return f"{base_image}-{language}{version_distro_tag}" else: full_tag = version_distro_tag return f"{base_image}:{full_tag}" +def _calculate_relative_workdir(config_path: pathlib.Path, build_context: str) -> str: + """Calculate the relative path from build context to langgraph.json directory.""" + config_dir = config_path.parent.resolve() + build_context_path = pathlib.Path(build_context).resolve() + + try: + relative_path = config_dir.relative_to(build_context_path) + return str(relative_path) if str(relative_path) != "." else "" + except ValueError as _: + raise ValueError( + f"Configuration file {config_path} is not under the build context {build_context}. " + f"Please run the command from a directory that contains your langgraph.json file, " + ) from None + + def config_to_docker( config_path: pathlib.Path, config: Config, base_image: Optional[str] = None, api_version: Optional[str] = None, + install_command: Optional[str] = None, + build_command: Optional[str] = None, + build_context: Optional[str] = None, ) -> tuple[str, dict[str, str]]: base_image = base_image or default_base_image(config) if config.get("node_version") and not config.get("python_version"): - return node_config_to_docker(config_path, config, base_image, api_version) + return node_config_to_docker( + config_path, + config, + base_image, + api_version, + install_command, + build_command, + build_context, + ) return python_config_to_docker(config_path, config, base_image, api_version) diff --git a/libs/cli/pyproject.toml b/libs/cli/pyproject.toml index 4e3523ea8..ed8e68107 100644 --- a/libs/cli/pyproject.toml +++ b/libs/cli/pyproject.toml @@ -4,7 +4,7 @@ build-backend = "hatchling.build" [project] name = "langgraph-cli" -version = "0.3.6" +dynamic = ["version"] description = "CLI for interacting with LangGraph API" authors = [] requires-python = ">=3.9" @@ -15,11 +15,12 @@ dependencies = [ "click>=8.1.7", "langgraph-sdk>=0.1.0 ; python_version >= '3.11'", ] - +[tool.hatch.version] +path = "langgraph_cli/__init__.py" [project.optional-dependencies] inmem = [ - "langgraph-api>=0.2.67,<0.3.0 ; python_version >= '3.11'", - "langgraph-runtime-inmem>=0.6.0 ; python_version >= '3.11'", + "langgraph-api>=0.3,<0.5.0 ; python_version >= '3.11'", + "langgraph-runtime-inmem>=0.7 ; python_version >= '3.11'", "python-dotenv>=0.8.0", ] diff --git a/libs/cli/python-monorepo-example/apps/agent/.env.example b/libs/cli/python-monorepo-example/apps/agent/.env.example new file mode 100644 index 000000000..e69de29bb diff --git a/libs/cli/python-monorepo-example/apps/agent/langgraph.json b/libs/cli/python-monorepo-example/apps/agent/langgraph.json new file mode 100644 index 000000000..a02bcf929 --- /dev/null +++ b/libs/cli/python-monorepo-example/apps/agent/langgraph.json @@ -0,0 +1,7 @@ +{ + "dependencies": [".", "../../libs/shared", "../../libs/common"], + "graphs": { + "agent": "./src/agent/graph.py:graph" + }, + "env": ".env" +} \ No newline at end of file diff --git a/libs/cli/python-monorepo-example/apps/agent/pyproject.toml b/libs/cli/python-monorepo-example/apps/agent/pyproject.toml new file mode 100644 index 000000000..43475d21a --- /dev/null +++ b/libs/cli/python-monorepo-example/apps/agent/pyproject.toml @@ -0,0 +1,19 @@ +[project] +name = "agent" +version = "0.0.1" +description = "Agent for the Python monorepo" +authors = [ + { name = "Developer", email = "dev@example.com" }, +] +license = { text = "MIT" } +requires-python = ">=3.11,<4.0" + +[build-system] +requires = ["setuptools>=73.0.0", "wheel"] +build-backend = "setuptools.build_meta" + +[tool.setuptools] +packages = ["agent"] + +[tool.setuptools.package-dir] +"agent" = "src/agent" \ No newline at end of file diff --git a/libs/cli/python-monorepo-example/apps/agent/src/agent/__init__.py b/libs/cli/python-monorepo-example/apps/agent/src/agent/__init__.py new file mode 100644 index 000000000..62617ff1c --- /dev/null +++ b/libs/cli/python-monorepo-example/apps/agent/src/agent/__init__.py @@ -0,0 +1 @@ +"""Agent package.""" diff --git a/libs/cli/python-monorepo-example/apps/agent/src/agent/graph.py b/libs/cli/python-monorepo-example/apps/agent/src/agent/graph.py new file mode 100644 index 000000000..39ee31c75 --- /dev/null +++ b/libs/cli/python-monorepo-example/apps/agent/src/agent/graph.py @@ -0,0 +1,40 @@ +"""Simple LangGraph agent for monorepo testing.""" + +from common import get_common_prefix +from langchain_core.messages import AIMessage +from langgraph.graph import END, START, StateGraph +from shared import get_dummy_message + +from agent.state import State + + +def call_model(state: State) -> dict: + """Simple node that uses the shared libraries.""" + # Use functions from both shared packages + dummy_message = get_dummy_message() + prefix = get_common_prefix() + + message = AIMessage(content=f"{prefix} Agent says: {dummy_message}") + + return {"messages": [message]} + + +def should_continue(state: State): + """Conditional edge - end after first message.""" + messages = state["messages"] + if len(messages) > 0: + return END + return "call_model" + + +# Build the graph +workflow = StateGraph(State) + +# Add the node +workflow.add_node("call_model", call_model) + +# Add edges +workflow.add_edge(START, "call_model") +workflow.add_conditional_edges("call_model", should_continue) + +graph = workflow.compile() diff --git a/libs/cli/python-monorepo-example/apps/agent/src/agent/state.py b/libs/cli/python-monorepo-example/apps/agent/src/agent/state.py new file mode 100644 index 000000000..8ef10fa21 --- /dev/null +++ b/libs/cli/python-monorepo-example/apps/agent/src/agent/state.py @@ -0,0 +1,13 @@ +"""State definition for the agent.""" + +from collections.abc import Sequence +from typing import Annotated, TypedDict + +from langchain_core.messages import BaseMessage +from langgraph.graph.message import add_messages + + +class State(TypedDict): + """The state of the agent.""" + + messages: Annotated[Sequence[BaseMessage], add_messages] diff --git a/libs/cli/python-monorepo-example/libs/common/__init__.py b/libs/cli/python-monorepo-example/libs/common/__init__.py new file mode 100644 index 000000000..8c49dd1ad --- /dev/null +++ b/libs/cli/python-monorepo-example/libs/common/__init__.py @@ -0,0 +1,5 @@ +"""Common helper functions package.""" + +from .helpers import get_common_prefix + +__all__ = ["get_common_prefix"] diff --git a/libs/cli/python-monorepo-example/libs/common/helpers.py b/libs/cli/python-monorepo-example/libs/common/helpers.py new file mode 100644 index 000000000..f745dbddc --- /dev/null +++ b/libs/cli/python-monorepo-example/libs/common/helpers.py @@ -0,0 +1,6 @@ +"""Common helper functions.""" + + +def get_common_prefix() -> str: + """Get a common prefix for messages.""" + return "[COMMON]" diff --git a/libs/cli/python-monorepo-example/libs/shared/pyproject.toml b/libs/cli/python-monorepo-example/libs/shared/pyproject.toml new file mode 100644 index 000000000..319411a4c --- /dev/null +++ b/libs/cli/python-monorepo-example/libs/shared/pyproject.toml @@ -0,0 +1,20 @@ +[project] +name = "shared" +version = "0.0.1" +description = "Shared utilities for the Python monorepo" +authors = [ + { name = "Developer", email = "dev@example.com" }, +] +license = { text = "MIT" } +requires-python = ">=3.11,<4.0" +dependencies = [] + +[build-system] +requires = ["setuptools>=73.0.0", "wheel"] +build-backend = "setuptools.build_meta" + +[tool.setuptools] +packages = ["shared"] + +[tool.setuptools.package-dir] +"shared" = "src/shared" \ No newline at end of file diff --git a/libs/cli/python-monorepo-example/libs/shared/src/shared/__init__.py b/libs/cli/python-monorepo-example/libs/shared/src/shared/__init__.py new file mode 100644 index 000000000..c30c138c1 --- /dev/null +++ b/libs/cli/python-monorepo-example/libs/shared/src/shared/__init__.py @@ -0,0 +1,5 @@ +"""Shared utilities package.""" + +from .utils import get_dummy_message + +__all__ = ["get_dummy_message"] diff --git a/libs/cli/python-monorepo-example/libs/shared/src/shared/utils.py b/libs/cli/python-monorepo-example/libs/shared/src/shared/utils.py new file mode 100644 index 000000000..b26dcf187 --- /dev/null +++ b/libs/cli/python-monorepo-example/libs/shared/src/shared/utils.py @@ -0,0 +1,6 @@ +"""Shared utility functions.""" + + +def get_dummy_message() -> str: + """Get a dummy message for testing.""" + return "Hello from shared library!" diff --git a/libs/cli/python-monorepo-example/pyproject.toml b/libs/cli/python-monorepo-example/pyproject.toml new file mode 100644 index 000000000..81eb9c768 --- /dev/null +++ b/libs/cli/python-monorepo-example/pyproject.toml @@ -0,0 +1,46 @@ +[project] +name = "python-monorepo-example" +version = "0.0.1" +description = "A Python monorepo example with LangGraph agents and shared packages" +authors = [ + { name = "Developer", email = "dev@example.com" }, +] +license = { text = "MIT" } +requires-python = ">=3.11,<4.0" +dependencies = [ + "langgraph>=0.6.0,<0.7.0", + "langchain-core>=0.2.14", +] + +[tool.uv.workspace] +members = ["apps/*", "libs/shared"] + +[tool.uv.sources] +shared = { workspace = true } + +[project.optional-dependencies] +dev = ["mypy>=1.11.1", "ruff>=0.6.1"] + +[build-system] +requires = ["setuptools>=73.0.0", "wheel"] +build-backend = "setuptools.build_meta" + +[tool.ruff] +lint.select = [ + "E", # pycodestyle + "F", # pyflakes + "I", # isort + "D", # pydocstyle + "UP", +] +lint.ignore = [ + "D100", # Missing docstring in public module + "D101", # Missing docstring in public class + "D102", # Missing docstring in public method + "D103", # Missing docstring in public function + "D104", # Missing docstring in public package + "D105", # Missing docstring in magic method +] + +[tool.ruff.lint.pydocstyle] +convention = "google" \ No newline at end of file diff --git a/libs/cli/schemas/schema.json b/libs/cli/schemas/schema.json index e76e69826..21dd34a39 100644 --- a/libs/cli/schemas/schema.json +++ b/libs/cli/schemas/schema.json @@ -15,7 +15,8 @@ "description": "Optional. Python version in 'major.minor' format (e.g. '3.11').\nMust be at least 3.11 or greater for this deployment to function properly.\n", "enum": [ "3.11", - "3.12" + "3.12", + "3.13" ] }, "pip_config_file": { @@ -40,6 +41,17 @@ ], "description": "Optional. Internal use only.\n" }, + "api_version": { + "anyOf": [ + { + "type": "string" + }, + { + "type": "null" + } + ], + "description": "Optional. Which semantic version of the LangGraph API server to use.\n\nDefaults to latest. Check the\nfor more information.\n" + }, "auth": { "anyOf": [ { @@ -122,8 +134,9 @@ "image_distro": { "anyOf": [ { - "type": "string", "enum": [ + "bookworm", + "bullseye", "debian", "wolfi" ] @@ -132,7 +145,7 @@ "type": "null" } ], - "description": "Optional. Linux distribution for the base image.\n\nMust be either 'debian' or 'wolfi'. If omitted, defaults to 'debian'.\n" + "description": "Optional. Linux distribution for the base image.\n\nMust be one of 'wolfi', 'debian', 'bullseye', or 'bookworm'.\nIf omitted, defaults to 'debian' ('latest').\n" }, "keep_pkg_tools": { "anyOf": [ @@ -221,6 +234,17 @@ ], "description": "Optional. Internal use only.\n" }, + "api_version": { + "anyOf": [ + { + "type": "string" + }, + { + "type": "null" + } + ], + "description": "Optional. Which semantic version of the LangGraph API server to use.\n\nDefaults to latest. Check the\nfor more information.\n" + }, "auth": { "anyOf": [ { @@ -313,7 +337,7 @@ "type": "null" } ], - "description": "Optional. Linux distribution for the base image.\n\nMust be either 'debian' or 'wolfi'. If omitted, defaults to 'debian'.\n" + "description": "Optional. Linux distribution for the base image.\n\nMust be one of 'wolfi', 'debian', 'bullseye', or 'bookworm'.\nIf omitted, defaults to 'debian' ('latest').\n" }, "keep_pkg_tools": { "anyOf": [ @@ -552,6 +576,17 @@ "disable_threads": { "type": "boolean", "description": "Optional. If True, /threads routes are removed.\n\nDefault is False.\n" + }, + "logging_headers": { + "anyOf": [ + { + "$ref": "#/$defs/ConfigurableHeaderConfig" + }, + { + "type": "null" + } + ], + "description": "Optional. Defines which headers are excluded from logging." } }, "required": [] diff --git a/libs/cli/schemas/schema.v0.json b/libs/cli/schemas/schema.v0.json index e76e69826..21dd34a39 100644 --- a/libs/cli/schemas/schema.v0.json +++ b/libs/cli/schemas/schema.v0.json @@ -15,7 +15,8 @@ "description": "Optional. Python version in 'major.minor' format (e.g. '3.11').\nMust be at least 3.11 or greater for this deployment to function properly.\n", "enum": [ "3.11", - "3.12" + "3.12", + "3.13" ] }, "pip_config_file": { @@ -40,6 +41,17 @@ ], "description": "Optional. Internal use only.\n" }, + "api_version": { + "anyOf": [ + { + "type": "string" + }, + { + "type": "null" + } + ], + "description": "Optional. Which semantic version of the LangGraph API server to use.\n\nDefaults to latest. Check the\nfor more information.\n" + }, "auth": { "anyOf": [ { @@ -122,8 +134,9 @@ "image_distro": { "anyOf": [ { - "type": "string", "enum": [ + "bookworm", + "bullseye", "debian", "wolfi" ] @@ -132,7 +145,7 @@ "type": "null" } ], - "description": "Optional. Linux distribution for the base image.\n\nMust be either 'debian' or 'wolfi'. If omitted, defaults to 'debian'.\n" + "description": "Optional. Linux distribution for the base image.\n\nMust be one of 'wolfi', 'debian', 'bullseye', or 'bookworm'.\nIf omitted, defaults to 'debian' ('latest').\n" }, "keep_pkg_tools": { "anyOf": [ @@ -221,6 +234,17 @@ ], "description": "Optional. Internal use only.\n" }, + "api_version": { + "anyOf": [ + { + "type": "string" + }, + { + "type": "null" + } + ], + "description": "Optional. Which semantic version of the LangGraph API server to use.\n\nDefaults to latest. Check the\nfor more information.\n" + }, "auth": { "anyOf": [ { @@ -313,7 +337,7 @@ "type": "null" } ], - "description": "Optional. Linux distribution for the base image.\n\nMust be either 'debian' or 'wolfi'. If omitted, defaults to 'debian'.\n" + "description": "Optional. Linux distribution for the base image.\n\nMust be one of 'wolfi', 'debian', 'bullseye', or 'bookworm'.\nIf omitted, defaults to 'debian' ('latest').\n" }, "keep_pkg_tools": { "anyOf": [ @@ -552,6 +576,17 @@ "disable_threads": { "type": "boolean", "description": "Optional. If True, /threads routes are removed.\n\nDefault is False.\n" + }, + "logging_headers": { + "anyOf": [ + { + "$ref": "#/$defs/ConfigurableHeaderConfig" + }, + { + "type": "null" + } + ], + "description": "Optional. Defines which headers are excluded from logging." } }, "required": [] diff --git a/libs/cli/tests/unit_tests/cli/test_cli.py b/libs/cli/tests/unit_tests/cli/test_cli.py index 413a1f4bc..6b1fca6ed 100644 --- a/libs/cli/tests/unit_tests/cli/test_cli.py +++ b/libs/cli/tests/unit_tests/cli/test_cli.py @@ -15,7 +15,7 @@ from langgraph_cli.docker import DEFAULT_POSTGRES_URI, DockerCapabilities, Versi from langgraph_cli.util import clean_empty_lines FORMATTED_CLEANUP_LINES = _get_pip_cleanup_lines( - install_cmd="uv pip install --system", + install_cmd="uv pip install --system --prerelease=allow", to_uninstall=("pip", "setuptools", "wheel"), pip_installer="uv", ) @@ -149,7 +149,7 @@ services: COPY --from=cli_1 . /deps/cli_1 # -- End of local package ../../.. -- # -- Installing all local dependencies -- - RUN PYTHONDONTWRITEBYTECODE=1 uv pip install --system --no-cache-dir -c /api/constraints.txt -e /deps/* + RUN PYTHONDONTWRITEBYTECODE=1 uv pip install --system --prerelease=allow --no-cache-dir -c /api/constraints.txt -e /deps/* # -- End of local dependencies install -- ENV LANGSERVE_GRAPHS='{{"agent": "agent.py:graph"}}' {textwrap.indent(textwrap.dedent(FORMATTED_CLEANUP_LINES), " ")} @@ -381,7 +381,9 @@ def test_dockerfile_command_with_base_image() -> None: assert save_path.exists() with open(save_path) as f: dockerfile = f.read() - assert re.match("FROM langchain/langgraph-server:0.2-py3.*", dockerfile) + assert re.match("FROM langchain/langgraph-server:0.2-py3.*", dockerfile), ( + "\n".join(dockerfile.splitlines()[:3]) + ) def test_dockerfile_command_with_docker_compose() -> None: @@ -568,7 +570,7 @@ def test_build_generate_proper_build_context(): catch_exceptions=True, ) - build_context_pattern = re.compile(r"--build-context\s+(\w+)=([^\s]+)") + build_context_pattern = re.compile(r"--build-context\s+([\w-]+)=([^\s]+)") build_contexts = re.findall(build_context_pattern, result.output) assert len(build_contexts) == 2, ( diff --git a/libs/cli/tests/unit_tests/test_config.py b/libs/cli/tests/unit_tests/test_config.py index 3f1ea7c06..3b3efb6ec 100644 --- a/libs/cli/tests/unit_tests/test_config.py +++ b/libs/cli/tests/unit_tests/test_config.py @@ -20,7 +20,7 @@ from langgraph_cli.config import ( from langgraph_cli.util import clean_empty_lines FORMATTED_CLEANUP_LINES = _get_pip_cleanup_lines( - install_cmd="uv pip install --system", + install_cmd="uv pip install --system --prerelease=allow", to_uninstall=("pip", "setuptools", "wheel"), pip_installer="uv", ) @@ -38,7 +38,6 @@ def test_validate_config(): } actual_config = validate_config(expected_config) expected_config = { - "_INTERNAL_docker_tag": None, "base_image": None, "python_version": "3.11", "node_version": None, @@ -61,7 +60,6 @@ def test_validate_config(): # full config env = ".env" expected_config = { - "_INTERNAL_docker_tag": None, "base_image": None, "python_version": "3.12", "node_version": None, @@ -190,7 +188,6 @@ def test_validate_config_image_distro(): } ) assert "Invalid image_distro: 'ubuntu'" in str(exc_info.value) - assert "Must be either 'debian' or 'wolfi'" in str(exc_info.value) with pytest.raises(click.UsageError) as exc_info: validate_config( @@ -424,14 +421,14 @@ def test_config_to_docker_simple(): expected_docker_stdin = f"""\ FROM langchain/langgraph-api:3.11 # -- Installing local requirements -- -COPY --from=__outer_requirements.txt requirements.txt /deps/__outer_graphs_reqs_a/graphs_reqs_a/requirements.txt -RUN PYTHONDONTWRITEBYTECODE=1 uv pip install --system --no-cache-dir -c /api/constraints.txt -r /deps/__outer_graphs_reqs_a/graphs_reqs_a/requirements.txt +COPY --from=outer-requirements.txt requirements.txt /deps/outer-graphs_reqs_a/graphs_reqs_a/requirements.txt +RUN PYTHONDONTWRITEBYTECODE=1 uv pip install --system --prerelease=allow --no-cache-dir -c /api/constraints.txt -r /deps/outer-graphs_reqs_a/graphs_reqs_a/requirements.txt # -- End of local requirements install -- # -- Adding local package ../../examples -- COPY --from=examples . /deps/examples # -- End of local package ../../examples -- # -- Adding non-package dependency unit_tests -- -ADD . /deps/__outer_unit_tests/unit_tests +ADD . /deps/outer-unit_tests/unit_tests RUN set -ex && \\ for line in '[project]' \\ 'name = "unit_tests"' \\ @@ -441,11 +438,11 @@ RUN set -ex && \\ '[build-system]' \\ 'requires = ["setuptools>=61"]' \\ 'build-backend = "setuptools.build_meta"'; do \\ - echo "$line" >> /deps/__outer_unit_tests/pyproject.toml; \\ + echo "$line" >> /deps/outer-unit_tests/pyproject.toml; \\ done # -- End of non-package dependency unit_tests -- # -- Adding non-package dependency graphs_reqs_a -- -COPY --from=__outer_graphs_reqs_a . /deps/__outer_graphs_reqs_a/graphs_reqs_a +COPY --from=outer-graphs_reqs_a . /deps/outer-graphs_reqs_a/graphs_reqs_a RUN set -ex && \\ for line in '[project]' \\ 'name = "graphs_reqs_a"' \\ @@ -455,21 +452,21 @@ RUN set -ex && \\ '[build-system]' \\ 'requires = ["setuptools>=61"]' \\ 'build-backend = "setuptools.build_meta"'; do \\ - echo "$line" >> /deps/__outer_graphs_reqs_a/pyproject.toml; \\ + echo "$line" >> /deps/outer-graphs_reqs_a/pyproject.toml; \\ done # -- End of non-package dependency graphs_reqs_a -- # -- Installing all local dependencies -- -RUN PYTHONDONTWRITEBYTECODE=1 uv pip install --system --no-cache-dir -c /api/constraints.txt -e /deps/* +RUN PYTHONDONTWRITEBYTECODE=1 uv pip install --system --prerelease=allow --no-cache-dir -c /api/constraints.txt -e /deps/* # -- End of local dependencies install -- ENV LANGGRAPH_HTTP='{{"app": "/deps/examples/my_app.py:app"}}' -ENV LANGSERVE_GRAPHS='{{"agent": "/deps/__outer_unit_tests/unit_tests/agent.py:graph"}}' +ENV LANGSERVE_GRAPHS='{{"agent": "/deps/outer-unit_tests/unit_tests/agent.py:graph"}}' {FORMATTED_CLEANUP_LINES} -WORKDIR /deps/__outer_unit_tests/unit_tests\ +WORKDIR /deps/outer-unit_tests/unit_tests\ """ assert clean_empty_lines(actual_docker_stdin) == expected_docker_stdin assert additional_contexts == { - "__outer_graphs_reqs_a": str( + "outer-graphs_reqs_a": str( (pathlib.Path(__file__).parent / "../../examples/graphs_reqs_a").resolve() ), "examples": str((pathlib.Path(__file__).parent / "../../examples").resolve()), @@ -487,7 +484,7 @@ def test_config_to_docker_outside_path(): """\ FROM langchain/langgraph-api:3.11 # -- Adding non-package dependency unit_tests -- -ADD . /deps/__outer_unit_tests/unit_tests +ADD . /deps/outer-unit_tests/unit_tests RUN set -ex && \\ for line in '[project]' \\ 'name = "unit_tests"' \\ @@ -497,11 +494,11 @@ RUN set -ex && \\ '[build-system]' \\ 'requires = ["setuptools>=61"]' \\ 'build-backend = "setuptools.build_meta"'; do \\ - echo "$line" >> /deps/__outer_unit_tests/pyproject.toml; \\ + echo "$line" >> /deps/outer-unit_tests/pyproject.toml; \\ done # -- End of non-package dependency unit_tests -- # -- Adding non-package dependency tests -- -COPY --from=__outer_tests . /deps/__outer_tests/tests +COPY --from=outer-tests . /deps/outer-tests/tests RUN set -ex && \\ for line in '[project]' \\ 'name = "tests"' \\ @@ -511,22 +508,22 @@ RUN set -ex && \\ '[build-system]' \\ 'requires = ["setuptools>=61"]' \\ 'build-backend = "setuptools.build_meta"'; do \\ - echo "$line" >> /deps/__outer_tests/pyproject.toml; \\ + echo "$line" >> /deps/outer-tests/pyproject.toml; \\ done # -- End of non-package dependency tests -- # -- Installing all local dependencies -- -RUN PYTHONDONTWRITEBYTECODE=1 uv pip install --system --no-cache-dir -c /api/constraints.txt -e /deps/* +RUN PYTHONDONTWRITEBYTECODE=1 uv pip install --system --prerelease=allow --no-cache-dir -c /api/constraints.txt -e /deps/* # -- End of local dependencies install -- -ENV LANGSERVE_GRAPHS='{"agent": "/deps/__outer_unit_tests/unit_tests/agent.py:graph"}' +ENV LANGSERVE_GRAPHS='{"agent": "/deps/outer-unit_tests/unit_tests/agent.py:graph"}' """ + FORMATTED_CLEANUP_LINES + """ -WORKDIR /deps/__outer_unit_tests/unit_tests\ +WORKDIR /deps/outer-unit_tests/unit_tests\ """ ) assert clean_empty_lines(actual_docker_stdin) == expected_docker_stdin assert additional_contexts == { - "__outer_tests": str(pathlib.Path(__file__).parent.parent.absolute()), + "outer-tests": str(pathlib.Path(__file__).parent.parent.absolute()), } @@ -548,7 +545,7 @@ def test_config_to_docker_pipconfig(): FROM langchain/langgraph-api:3.11 ADD pipconfig.txt /pipconfig.txt # -- Adding non-package dependency unit_tests -- -ADD . /deps/__outer_unit_tests/unit_tests +ADD . /deps/outer-unit_tests/unit_tests RUN set -ex && \\ for line in '[project]' \\ 'name = "unit_tests"' \\ @@ -558,17 +555,17 @@ RUN set -ex && \\ '[build-system]' \\ 'requires = ["setuptools>=61"]' \\ 'build-backend = "setuptools.build_meta"'; do \\ - echo "$line" >> /deps/__outer_unit_tests/pyproject.toml; \\ + echo "$line" >> /deps/outer-unit_tests/pyproject.toml; \\ done # -- End of non-package dependency unit_tests -- # -- Installing all local dependencies -- -RUN PIP_CONFIG_FILE=/pipconfig.txt PYTHONDONTWRITEBYTECODE=1 uv pip install --system --no-cache-dir -c /api/constraints.txt -e /deps/* +RUN PIP_CONFIG_FILE=/pipconfig.txt PYTHONDONTWRITEBYTECODE=1 uv pip install --system --prerelease=allow --no-cache-dir -c /api/constraints.txt -e /deps/* # -- End of local dependencies install -- -ENV LANGSERVE_GRAPHS='{"agent": "/deps/__outer_unit_tests/unit_tests/agent.py:graph"}' +ENV LANGSERVE_GRAPHS='{"agent": "/deps/outer-unit_tests/unit_tests/agent.py:graph"}' """ + FORMATTED_CLEANUP_LINES + """ -WORKDIR /deps/__outer_unit_tests/unit_tests\ +WORKDIR /deps/outer-unit_tests/unit_tests\ """ ) assert clean_empty_lines(actual_docker_stdin) == expected_docker_stdin @@ -610,7 +607,7 @@ def test_config_to_docker_local_deps(): expected_docker_stdin = f"""\ FROM langchain/langgraph-api-custom:3.11 # -- Adding non-package dependency graphs -- -ADD ./graphs /deps/__outer_graphs/src +ADD ./graphs /deps/outer-graphs/src RUN set -ex && \\ for line in '[project]' \\ 'name = "graphs"' \\ @@ -620,13 +617,13 @@ RUN set -ex && \\ '[build-system]' \\ 'requires = ["setuptools>=61"]' \\ 'build-backend = "setuptools.build_meta"'; do \\ - echo "$line" >> /deps/__outer_graphs/pyproject.toml; \\ + echo "$line" >> /deps/outer-graphs/pyproject.toml; \\ done # -- End of non-package dependency graphs -- # -- Installing all local dependencies -- -RUN PYTHONDONTWRITEBYTECODE=1 uv pip install --system --no-cache-dir -c /api/constraints.txt -e /deps/* +RUN PYTHONDONTWRITEBYTECODE=1 uv pip install --system --prerelease=allow --no-cache-dir -c /api/constraints.txt -e /deps/* # -- End of local dependencies install -- -ENV LANGSERVE_GRAPHS='{{"agent": "/deps/__outer_graphs/src/agent.py:graph"}}' +ENV LANGSERVE_GRAPHS='{{"agent": "/deps/outer-graphs/src/agent.py:graph"}}' {FORMATTED_CLEANUP_LINES}\ """ assert clean_empty_lines(actual_docker_stdin) == expected_docker_stdin @@ -660,7 +657,7 @@ dependencies = ["langchain"]""" ADD . /deps/unit_tests # -- End of local package . -- # -- Installing all local dependencies -- -RUN PYTHONDONTWRITEBYTECODE=1 uv pip install --system --no-cache-dir -c /api/constraints.txt -e /deps/* +RUN PYTHONDONTWRITEBYTECODE=1 uv pip install --system --prerelease=allow --no-cache-dir -c /api/constraints.txt -e /deps/* # -- End of local dependencies install -- ENV LANGSERVE_GRAPHS='{"agent": "/deps/unit_tests/graphs/agent.py:graph"}' """ @@ -692,9 +689,9 @@ def test_config_to_docker_end_to_end(): ARG meow ARG foo ADD pipconfig.txt /pipconfig.txt -RUN PIP_CONFIG_FILE=/pipconfig.txt PYTHONDONTWRITEBYTECODE=1 uv pip install --system --no-cache-dir -c /api/constraints.txt langchain langchain_openai +RUN PIP_CONFIG_FILE=/pipconfig.txt PYTHONDONTWRITEBYTECODE=1 uv pip install --system --prerelease=allow --no-cache-dir -c /api/constraints.txt langchain langchain_openai # -- Adding non-package dependency graphs -- -ADD ./graphs/ /deps/__outer_graphs/src +ADD ./graphs/ /deps/outer-graphs/src RUN set -ex && \\ for line in '[project]' \\ 'name = "graphs"' \\ @@ -704,13 +701,13 @@ RUN set -ex && \\ '[build-system]' \\ 'requires = ["setuptools>=61"]' \\ 'build-backend = "setuptools.build_meta"'; do \\ - echo "$line" >> /deps/__outer_graphs/pyproject.toml; \\ + echo "$line" >> /deps/outer-graphs/pyproject.toml; \\ done # -- End of non-package dependency graphs -- # -- Installing all local dependencies -- -RUN PIP_CONFIG_FILE=/pipconfig.txt PYTHONDONTWRITEBYTECODE=1 uv pip install --system --no-cache-dir -c /api/constraints.txt -e /deps/* +RUN PIP_CONFIG_FILE=/pipconfig.txt PYTHONDONTWRITEBYTECODE=1 uv pip install --system --prerelease=allow --no-cache-dir -c /api/constraints.txt -e /deps/* # -- End of local dependencies install -- -ENV LANGSERVE_GRAPHS='{{"agent": "/deps/__outer_graphs/src/agent.py:graph"}}' +ENV LANGSERVE_GRAPHS='{{"agent": "/deps/outer-graphs/src/agent.py:graph"}}' {FORMATTED_CLEANUP_LINES}""" assert clean_empty_lines(actual_docker_stdin) == expected_docker_stdin assert additional_contexts == {} @@ -800,7 +797,7 @@ def test_config_to_docker_gen_ui_python(): expected_docker_stdin = f"""FROM langchain/langgraph-api:3.11 RUN /storage/install-node.sh # -- Adding non-package dependency unit_tests -- -ADD . /deps/__outer_unit_tests/unit_tests +ADD . /deps/outer-unit_tests/unit_tests RUN set -ex && \\ for line in '[project]' \\ 'name = "unit_tests"' \\ @@ -810,21 +807,21 @@ RUN set -ex && \\ '[build-system]' \\ 'requires = ["setuptools>=61"]' \\ 'build-backend = "setuptools.build_meta"'; do \\ - echo "$line" >> /deps/__outer_unit_tests/pyproject.toml; \\ + echo "$line" >> /deps/outer-unit_tests/pyproject.toml; \\ done # -- End of non-package dependency unit_tests -- # -- Installing all local dependencies -- -RUN PYTHONDONTWRITEBYTECODE=1 uv pip install --system --no-cache-dir -c /api/constraints.txt -e /deps/* +RUN PYTHONDONTWRITEBYTECODE=1 uv pip install --system --prerelease=allow --no-cache-dir -c /api/constraints.txt -e /deps/* # -- End of local dependencies install -- ENV LANGGRAPH_UI='{{"agent": "./graphs/agent.ui.jsx"}}' ENV LANGGRAPH_UI_CONFIG='{{"shared": ["nuqs"]}}' -ENV LANGSERVE_GRAPHS='{{"agent": "/deps/__outer_unit_tests/unit_tests/agent.py:graph"}}' +ENV LANGSERVE_GRAPHS='{{"agent": "/deps/outer-unit_tests/unit_tests/agent.py:graph"}}' # -- Installing JS dependencies -- ENV NODE_VERSION=20 -RUN cd /deps/__outer_unit_tests/unit_tests && npm i && tsx /api/langgraph_api/js/build.mts +RUN cd /deps/outer-unit_tests/unit_tests && npm i && tsx /api/langgraph_api/js/build.mts # -- End of JS dependencies install -- {FORMATTED_CLEANUP_LINES} -WORKDIR /deps/__outer_unit_tests/unit_tests""" +WORKDIR /deps/outer-unit_tests/unit_tests""" assert clean_empty_lines(actual_docker_stdin) == expected_docker_stdin assert additional_contexts == {} @@ -846,7 +843,7 @@ def test_config_to_docker_multiplatform(): expected_docker_stdin = f"""FROM langchain/langgraph-api:3.11 RUN /storage/install-node.sh # -- Adding non-package dependency unit_tests -- -ADD . /deps/__outer_unit_tests/unit_tests +ADD . /deps/outer-unit_tests/unit_tests RUN set -ex && \\ for line in '[project]' \\ 'name = "unit_tests"' \\ @@ -856,19 +853,19 @@ RUN set -ex && \\ '[build-system]' \\ 'requires = ["setuptools>=61"]' \\ 'build-backend = "setuptools.build_meta"'; do \\ - echo "$line" >> /deps/__outer_unit_tests/pyproject.toml; \\ + echo "$line" >> /deps/outer-unit_tests/pyproject.toml; \\ done # -- End of non-package dependency unit_tests -- # -- Installing all local dependencies -- -RUN PYTHONDONTWRITEBYTECODE=1 uv pip install --system --no-cache-dir -c /api/constraints.txt -e /deps/* +RUN PYTHONDONTWRITEBYTECODE=1 uv pip install --system --prerelease=allow --no-cache-dir -c /api/constraints.txt -e /deps/* # -- End of local dependencies install -- -ENV LANGSERVE_GRAPHS='{{"python": "/deps/__outer_unit_tests/unit_tests/multiplatform/python.py:graph", "js": "/deps/__outer_unit_tests/unit_tests/multiplatform/js.mts:graph"}}' +ENV LANGSERVE_GRAPHS='{{"python": "/deps/outer-unit_tests/unit_tests/multiplatform/python.py:graph", "js": "/deps/outer-unit_tests/unit_tests/multiplatform/js.mts:graph"}}' # -- Installing JS dependencies -- ENV NODE_VERSION=22 -RUN cd /deps/__outer_unit_tests/unit_tests && npm i && tsx /api/langgraph_api/js/build.mts +RUN cd /deps/outer-unit_tests/unit_tests && npm i && tsx /api/langgraph_api/js/build.mts # -- End of JS dependencies install -- {FORMATTED_CLEANUP_LINES} -WORKDIR /deps/__outer_unit_tests/unit_tests""" +WORKDIR /deps/outer-unit_tests/unit_tests""" assert clean_empty_lines(actual_docker_stdin) == expected_docker_stdin assert additional_contexts == {} @@ -890,7 +887,7 @@ def test_config_to_docker_pip_installer(): docker_auto, _ = config_to_docker( PATH_TO_CONFIG, config_auto, "langchain/langgraph-api:0.2.47" ) - assert "uv pip install --system" in docker_auto + assert "uv pip install --system --prerelease=allow" in docker_auto assert "rm /usr/bin/uv /usr/bin/uvx" in docker_auto # Test explicit pip setting @@ -898,7 +895,7 @@ def test_config_to_docker_pip_installer(): docker_pip, _ = config_to_docker( PATH_TO_CONFIG, config_pip, "langchain/langgraph-api:0.2.47" ) - assert "uv pip install --system" not in docker_pip + assert "uv pip install --system --prerelease=allow" not in docker_pip assert "pip install" in docker_pip assert "rm /usr/bin/uv" not in docker_pip @@ -907,7 +904,7 @@ def test_config_to_docker_pip_installer(): docker_uv, _ = config_to_docker( PATH_TO_CONFIG, config_uv, "langchain/langgraph-api:0.2.47" ) - assert "uv pip install --system" in docker_uv + assert "uv pip install --system --prerelease=allow" in docker_uv assert "rm /usr/bin/uv /usr/bin/uvx" in docker_uv # Test auto behavior with older image (should use pip) @@ -917,7 +914,7 @@ def test_config_to_docker_pip_installer(): docker_auto_old, _ = config_to_docker( PATH_TO_CONFIG, config_auto_old, "langchain/langgraph-api:0.2.46" ) - assert "uv pip install --system" not in docker_auto_old + assert "uv pip install --system --prerelease=allow" not in docker_auto_old assert "pip install" in docker_auto_old assert "rm /usr/bin/uv" not in docker_auto_old @@ -926,7 +923,7 @@ def test_config_to_docker_pip_installer(): docker_default, _ = config_to_docker( PATH_TO_CONFIG, config_default, "langchain/langgraph-api:0.2.47" ) - assert "uv pip install --system" in docker_default + assert "uv pip install --system --prerelease=allow" in docker_default def test_config_retain_build_tools(): @@ -987,7 +984,7 @@ def test_config_to_compose_simple_config(): dockerfile_inline: | FROM langchain/langgraph-api:3.11 # -- Adding non-package dependency unit_tests -- - ADD . /deps/__outer_unit_tests/unit_tests + ADD . /deps/outer-unit_tests/unit_tests RUN set -ex && \\ for line in '[project]' \\ 'name = "unit_tests"' \\ @@ -997,15 +994,15 @@ def test_config_to_compose_simple_config(): '[build-system]' \\ 'requires = ["setuptools>=61"]' \\ 'build-backend = "setuptools.build_meta"'; do \\ - echo "$line" >> /deps/__outer_unit_tests/pyproject.toml; \\ + echo "$line" >> /deps/outer-unit_tests/pyproject.toml; \\ done # -- End of non-package dependency unit_tests -- # -- Installing all local dependencies -- - RUN PYTHONDONTWRITEBYTECODE=1 uv pip install --system --no-cache-dir -c /api/constraints.txt -e /deps/* + RUN PYTHONDONTWRITEBYTECODE=1 uv pip install --system --prerelease=allow --no-cache-dir -c /api/constraints.txt -e /deps/* # -- End of local dependencies install -- - ENV LANGSERVE_GRAPHS='{{"agent": "/deps/__outer_unit_tests/unit_tests/agent.py:graph"}}' + ENV LANGSERVE_GRAPHS='{{"agent": "/deps/outer-unit_tests/unit_tests/agent.py:graph"}}' {textwrap.indent(textwrap.dedent(FORMATTED_CLEANUP_LINES), " ")} - WORKDIR /deps/__outer_unit_tests/unit_tests + WORKDIR /deps/outer-unit_tests/unit_tests """ actual_compose_stdin = config_to_compose( PATH_TO_CONFIG, @@ -1028,7 +1025,7 @@ def test_config_to_compose_env_vars(): dockerfile_inline: | FROM langchain/langgraph-api-custom:3.11 # -- Adding non-package dependency unit_tests -- - ADD . /deps/__outer_unit_tests/unit_tests + ADD . /deps/outer-unit_tests/unit_tests RUN set -ex && \\ for line in '[project]' \\ 'name = "unit_tests"' \\ @@ -1038,15 +1035,15 @@ def test_config_to_compose_env_vars(): '[build-system]' \\ 'requires = ["setuptools>=61"]' \\ 'build-backend = "setuptools.build_meta"'; do \\ - echo "$line" >> /deps/__outer_unit_tests/pyproject.toml; \\ + echo "$line" >> /deps/outer-unit_tests/pyproject.toml; \\ done # -- End of non-package dependency unit_tests -- # -- Installing all local dependencies -- - RUN PYTHONDONTWRITEBYTECODE=1 uv pip install --system --no-cache-dir -c /api/constraints.txt -e /deps/* + RUN PYTHONDONTWRITEBYTECODE=1 uv pip install --system --prerelease=allow --no-cache-dir -c /api/constraints.txt -e /deps/* # -- End of local dependencies install -- - ENV LANGSERVE_GRAPHS='{{"agent": "/deps/__outer_unit_tests/unit_tests/agent.py:graph"}}' + ENV LANGSERVE_GRAPHS='{{"agent": "/deps/outer-unit_tests/unit_tests/agent.py:graph"}}' {textwrap.indent(textwrap.dedent(FORMATTED_CLEANUP_LINES), " ")} - WORKDIR /deps/__outer_unit_tests/unit_tests + WORKDIR /deps/outer-unit_tests/unit_tests """ openai_api_key = "key" actual_compose_stdin = config_to_compose( @@ -1073,7 +1070,7 @@ def test_config_to_compose_env_file(): dockerfile_inline: | FROM langchain/langgraph-api:3.11 # -- Adding non-package dependency unit_tests -- - ADD . /deps/__outer_unit_tests/unit_tests + ADD . /deps/outer-unit_tests/unit_tests RUN set -ex && \\ for line in '[project]' \\ 'name = "unit_tests"' \\ @@ -1083,15 +1080,15 @@ def test_config_to_compose_env_file(): '[build-system]' \\ 'requires = ["setuptools>=61"]' \\ 'build-backend = "setuptools.build_meta"'; do \\ - echo "$line" >> /deps/__outer_unit_tests/pyproject.toml; \\ + echo "$line" >> /deps/outer-unit_tests/pyproject.toml; \\ done # -- End of non-package dependency unit_tests -- # -- Installing all local dependencies -- - RUN PYTHONDONTWRITEBYTECODE=1 uv pip install --system --no-cache-dir -c /api/constraints.txt -e /deps/* + RUN PYTHONDONTWRITEBYTECODE=1 uv pip install --system --prerelease=allow --no-cache-dir -c /api/constraints.txt -e /deps/* # -- End of local dependencies install -- - ENV LANGSERVE_GRAPHS='{{"agent": "/deps/__outer_unit_tests/unit_tests/agent.py:graph"}}' + ENV LANGSERVE_GRAPHS='{{"agent": "/deps/outer-unit_tests/unit_tests/agent.py:graph"}}' {textwrap.indent(textwrap.dedent(FORMATTED_CLEANUP_LINES), " ")} - WORKDIR /deps/__outer_unit_tests/unit_tests + WORKDIR /deps/outer-unit_tests/unit_tests """ actual_compose_stdin = config_to_compose( PATH_TO_CONFIG, @@ -1111,7 +1108,7 @@ def test_config_to_compose_watch(): dockerfile_inline: | FROM langchain/langgraph-api:3.11 # -- Adding non-package dependency unit_tests -- - ADD . /deps/__outer_unit_tests/unit_tests + ADD . /deps/outer-unit_tests/unit_tests RUN set -ex && \\ for line in '[project]' \\ 'name = "unit_tests"' \\ @@ -1121,15 +1118,15 @@ def test_config_to_compose_watch(): '[build-system]' \\ 'requires = ["setuptools>=61"]' \\ 'build-backend = "setuptools.build_meta"'; do \\ - echo "$line" >> /deps/__outer_unit_tests/pyproject.toml; \\ + echo "$line" >> /deps/outer-unit_tests/pyproject.toml; \\ done # -- End of non-package dependency unit_tests -- # -- Installing all local dependencies -- - RUN PYTHONDONTWRITEBYTECODE=1 uv pip install --system --no-cache-dir -c /api/constraints.txt -e /deps/* + RUN PYTHONDONTWRITEBYTECODE=1 uv pip install --system --prerelease=allow --no-cache-dir -c /api/constraints.txt -e /deps/* # -- End of local dependencies install -- - ENV LANGSERVE_GRAPHS='{{"agent": "/deps/__outer_unit_tests/unit_tests/agent.py:graph"}}' + ENV LANGSERVE_GRAPHS='{{"agent": "/deps/outer-unit_tests/unit_tests/agent.py:graph"}}' {textwrap.indent(textwrap.dedent(FORMATTED_CLEANUP_LINES), " ")} - WORKDIR /deps/__outer_unit_tests/unit_tests + WORKDIR /deps/outer-unit_tests/unit_tests develop: watch: @@ -1158,7 +1155,7 @@ def test_config_to_compose_end_to_end(): dockerfile_inline: | FROM langchain/langgraph-api:3.11 # -- Adding non-package dependency unit_tests -- - ADD . /deps/__outer_unit_tests/unit_tests + ADD . /deps/outer-unit_tests/unit_tests RUN set -ex && \\ for line in '[project]' \\ 'name = "unit_tests"' \\ @@ -1168,15 +1165,15 @@ def test_config_to_compose_end_to_end(): '[build-system]' \\ 'requires = ["setuptools>=61"]' \\ 'build-backend = "setuptools.build_meta"'; do \\ - echo "$line" >> /deps/__outer_unit_tests/pyproject.toml; \\ + echo "$line" >> /deps/outer-unit_tests/pyproject.toml; \\ done # -- End of non-package dependency unit_tests -- # -- Installing all local dependencies -- - RUN PYTHONDONTWRITEBYTECODE=1 uv pip install --system --no-cache-dir -c /api/constraints.txt -e /deps/* + RUN PYTHONDONTWRITEBYTECODE=1 uv pip install --system --prerelease=allow --no-cache-dir -c /api/constraints.txt -e /deps/* # -- End of local dependencies install -- - ENV LANGSERVE_GRAPHS='{{"agent": "/deps/__outer_unit_tests/unit_tests/agent.py:graph"}}' + ENV LANGSERVE_GRAPHS='{{"agent": "/deps/outer-unit_tests/unit_tests/agent.py:graph"}}' {textwrap.indent(textwrap.dedent(FORMATTED_CLEANUP_LINES), " ")} - WORKDIR /deps/__outer_unit_tests/unit_tests + WORKDIR /deps/outer-unit_tests/unit_tests develop: watch: @@ -1339,19 +1336,22 @@ def test_docker_tag_different_node_versions_with_distro(): assert tag == expected_tag, f"Failed for Node.js {node_version}" -def test_docker_tag_with_api_version(): +@pytest.mark.parametrize("in_config", [False, True]) +def test_docker_tag_with_api_version(in_config: bool): """Test docker_tag function with api_version parameter.""" # Test 1: Python config with api_version and default distro + version = "0.2.74" config = validate_config( { "python_version": "3.11", "dependencies": ["."], "graphs": {"agent": "./agent.py:graph"}, + "api_version": version if in_config else None, } ) - tag = docker_tag(config, api_version="0.2.74") - assert tag == "langchain/langgraph-api:0.2.74-py3.11" + tag = docker_tag(config, api_version=version if not in_config else None) + assert tag == f"langchain/langgraph-api:{version}-py3.11" # Test 2: Python config with api_version and wolfi distro config = validate_config( @@ -1360,20 +1360,22 @@ def test_docker_tag_with_api_version(): "dependencies": ["."], "graphs": {"agent": "./agent.py:graph"}, "image_distro": "wolfi", + "api_version": version if in_config else None, } ) - tag = docker_tag(config, api_version="0.2.74") - assert tag == "langchain/langgraph-api:0.2.74-py3.12-wolfi" + tag = docker_tag(config, api_version=version if not in_config else None) + assert tag == f"langchain/langgraph-api:{version}-py3.12-wolfi" # Test 3: Node.js config with api_version and default distro config = validate_config( { "node_version": "20", "graphs": {"agent": "./agent.js:graph"}, + "api_version": version if in_config else None, } ) - tag = docker_tag(config, api_version="0.2.74") - assert tag == "langchain/langgraphjs-api:0.2.74-node20" + tag = docker_tag(config, api_version=version if not in_config else None) + assert tag == f"langchain/langgraphjs-api:{version}-node20" # Test 4: Node.js config with api_version and wolfi distro config = validate_config( @@ -1381,10 +1383,11 @@ def test_docker_tag_with_api_version(): "node_version": "20", "graphs": {"agent": "./agent.js:graph"}, "image_distro": "wolfi", + "api_version": version if in_config else None, } ) - tag = docker_tag(config, api_version="0.2.74") - assert tag == "langchain/langgraphjs-api:0.2.74-node20-wolfi" + tag = docker_tag(config, api_version=version if not in_config else None) + assert tag == f"langchain/langgraphjs-api:{version}-node20-wolfi" # Test 5: Custom base image with api_version config = validate_config( @@ -1393,10 +1396,15 @@ def test_docker_tag_with_api_version(): "dependencies": ["."], "graphs": {"agent": "./agent.py:graph"}, "base_image": "my-registry/custom-image", + "api_version": version if in_config else None, } ) - tag = docker_tag(config, base_image="my-registry/custom-image", api_version="1.0.0") - assert tag == "my-registry/custom-image:1.0.0-py3.11" + tag = docker_tag( + config, + base_image="my-registry/custom-image", + api_version=version if not in_config else None, + ) + assert tag == f"my-registry/custom-image:{version}-py3.11" # Test 6: api_version with different Python versions for python_version in ["3.11", "3.12", "3.13"]: @@ -1405,10 +1413,11 @@ def test_docker_tag_with_api_version(): "python_version": python_version, "dependencies": ["."], "graphs": {"agent": "./agent.py:graph"}, + "api_version": version if in_config else None, } ) - tag = docker_tag(config, api_version="0.2.74") - assert tag == f"langchain/langgraph-api:0.2.74-py{python_version}" + tag = docker_tag(config, api_version=version if not in_config else None) + assert tag == f"langchain/langgraph-api:{version}-py{python_version}" # Test 7: Without api_version should work as before config = validate_config( @@ -1428,10 +1437,11 @@ def test_docker_tag_with_api_version(): "node_version": "20", "dependencies": ["."], "graphs": {"python": "./agent.py:graph", "js": "./agent.js:graph"}, + "api_version": version if in_config else None, } ) - tag = docker_tag(config, api_version="0.2.74") - assert tag == "langchain/langgraph-api:0.2.74-py3.11" + tag = docker_tag(config, api_version=version if not in_config else None) + assert tag == f"langchain/langgraph-api:{version}-py3.11" # Test 9: api_version with _INTERNAL_docker_tag should ignore api_version config = validate_config( @@ -1451,12 +1461,15 @@ def test_docker_tag_with_api_version(): "python_version": "3.11", "dependencies": ["."], "graphs": {"agent": "./agent.py:graph"}, + "api_version": version if in_config else None, } ) tag = docker_tag( - config, base_image="langchain/langgraph-server:0.2", api_version="0.2.74" + config, + base_image="langchain/langgraph-server", + 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a/libs/langgraph/README.md b/libs/langgraph/README.md index 47cc4d052..8fe8c5f2c 100644 --- a/libs/langgraph/README.md +++ b/libs/langgraph/README.md @@ -71,7 +71,7 @@ While LangGraph can be used standalone, it also integrates seamlessly with any L ## Additional resources -- [Guides](https://langchain-ai.github.io/langgraph/how-tos/): Quick, actionable code snippets for topics such as streaming, adding memory & persistence, and design patterns (e.g. branching, subgraphs, etc.). +- [Guides](https://langchain-ai.github.io/langgraph/guides/): Quick, actionable code snippets for topics such as streaming, adding memory & persistence, and design patterns (e.g. branching, subgraphs, etc.). - [Reference](https://langchain-ai.github.io/langgraph/reference/graphs/): Detailed reference on core classes, methods, how to use the graph and checkpointing APIs, and higher-level prebuilt components. - [Examples](https://langchain-ai.github.io/langgraph/examples/): Guided examples on getting started with LangGraph. - [LangChain Forum](https://forum.langchain.com/): Connect with the community and share all of your technical questions, ideas, and feedback. diff --git a/libs/langgraph/langgraph/_internal/_runnable.py b/libs/langgraph/langgraph/_internal/_runnable.py index 82db24e92..f4bce0b2a 100644 --- a/libs/langgraph/langgraph/_internal/_runnable.py +++ b/libs/langgraph/langgraph/_internal/_runnable.py @@ -345,7 +345,7 @@ class RunnableCallable(Runnable): args = (input,) kwargs = {**self.kwargs, **kwargs} - runtime = config[CONF].get(CONFIG_KEY_RUNTIME) + runtime = config.get(CONF, {}).get(CONFIG_KEY_RUNTIME) for kw, (runtime_key, default) in self.func_accepts.items(): # If the kwarg is already set, use the set value @@ -417,7 +417,7 @@ class RunnableCallable(Runnable): args = (input,) kwargs = {**self.kwargs, **kwargs} - runtime = config[CONF].get(CONFIG_KEY_RUNTIME) + runtime = config.get(CONF, {}).get(CONFIG_KEY_RUNTIME) for kw, (runtime_key, default) in self.func_accepts.items(): # If the kwarg has already been set, use the set value diff --git a/libs/langgraph/langgraph/func/__init__.py b/libs/langgraph/langgraph/func/__init__.py index fd3245791..5505c1a05 100644 --- a/libs/langgraph/langgraph/func/__init__.py +++ b/libs/langgraph/langgraph/func/__init__.py @@ -1,7 +1,5 @@ from __future__ import annotations -import asyncio -import concurrent.futures import functools import inspect import warnings @@ -49,7 +47,7 @@ __all__ = ("task", "entrypoint") class _TaskFunction(Generic[P, T]): def __init__( self, - func: Callable[P, T], + func: Callable[P, Awaitable[T]] | Callable[P, T], *, retry_policy: Sequence[RetryPolicy], cache_policy: CachePolicy[Callable[P, str | bytes]] | None = None, @@ -60,7 +58,7 @@ class _TaskFunction(Generic[P, T]): # handle class methods # NOTE: we're modifying the instance method to avoid modifying # the original class method in case it's shared across multiple tasks - instance_method = functools.partial(func.__func__, func.__self__) # type: ignore [attr-defined] + instance_method = functools.partial(func.__func__, func.__self__) # type: ignore [union-attr] instance_method.__name__ = name # type: ignore [attr-defined] func = instance_method else: @@ -95,6 +93,7 @@ class _TaskFunction(Generic[P, T]): @overload def task( + __func_or_none__: None = None, *, name: str | None = None, retry_policy: RetryPolicy | Sequence[RetryPolicy] | None = None, @@ -107,9 +106,11 @@ def task( @overload -def task( - __func_or_none__: Callable[P, Awaitable[T]] | Callable[P, T], -) -> _TaskFunction[P, T]: ... +def task(__func_or_none__: Callable[P, Awaitable[T]]) -> _TaskFunction[P, T]: ... + + +@overload +def task(__func_or_none__: Callable[P, T]) -> _TaskFunction[P, T]: ... def task( @@ -200,7 +201,7 @@ def task( def decorator( func: Callable[P, Awaitable[T]] | Callable[P, T], - ) -> Callable[P, concurrent.futures.Future[T]] | Callable[P, asyncio.Future[T]]: + ) -> Callable[P, SyncAsyncFuture[T]]: return _TaskFunction( func, retry_policy=retry_policies, cache_policy=cache_policy, name=name ) diff --git a/libs/langgraph/langgraph/graph/state.py b/libs/langgraph/langgraph/graph/state.py index 2a1a194b7..2f7d3f75b 100644 --- a/libs/langgraph/langgraph/graph/state.py +++ b/libs/langgraph/langgraph/graph/state.py @@ -25,7 +25,7 @@ from typing import ( from langchain_core.runnables import Runnable, RunnableConfig from pydantic import BaseModel, TypeAdapter -from typing_extensions import Self, Unpack, is_typeddict +from typing_extensions import NotRequired, Required, Self, Unpack, is_typeddict from langgraph._internal._constants import ( INTERRUPT, @@ -155,7 +155,7 @@ class StateGraph(Generic[StateT, ContextT, InputT, OutputT]): graph = StateGraph(state_schema=State, context_schema=Context) def node(state: State, runtime: Runtime[Context]) -> dict: - r = runtie.context.get("r", 1.0) + r = runtime.context.get("r", 1.0) x = state["x"][-1] next_value = x * r * (1 - x) return {"x": next_value} @@ -1334,6 +1334,12 @@ def _get_channel( def _get_channel( name: str, annotation: Any, *, allow_managed: bool = True ) -> BaseChannel | ManagedValueSpec: + # Strip out Required and NotRequired wrappers + if hasattr(annotation, "__origin__") and annotation.__origin__ in ( + Required, + NotRequired, + ): + annotation = annotation.__args__[0] if manager := _is_field_managed_value(name, annotation): if allow_managed: return manager diff --git a/libs/langgraph/langgraph/pregel/_algo.py b/libs/langgraph/langgraph/pregel/_algo.py index 2405d3d81..9c29288bc 100644 --- a/libs/langgraph/langgraph/pregel/_algo.py +++ b/libs/langgraph/langgraph/pregel/_algo.py @@ -194,15 +194,12 @@ def local_read( for c, v in task.writes: if c in select: updated[c].append(v) - if fresh and updated: + if fresh: # apply writes local_channels: dict[str, BaseChannel] = {} for k in channels: - if k in updated: - cc = channels[k].copy() - cc.update(updated[k]) - else: - cc = channels[k] + cc = channels[k].copy() + cc.update(updated[k]) local_channels[k] = cc # read fresh values values = read_channels(local_channels, select) diff --git a/libs/langgraph/langgraph/pregel/_call.py b/libs/langgraph/langgraph/pregel/_call.py index 5956160aa..ba723e512 100644 --- a/libs/langgraph/langgraph/pregel/_call.py +++ b/libs/langgraph/langgraph/pregel/_call.py @@ -7,7 +7,7 @@ import functools import inspect import sys import types -from collections.abc import Generator, Sequence +from collections.abc import Awaitable, Generator, Sequence from typing import Any, Callable, Generic, TypeVar, cast from langchain_core.runnables import Runnable @@ -251,7 +251,7 @@ class SyncAsyncFuture(Generic[T], concurrent.futures.Future[T]): def call( - func: Callable[P, T], + func: Callable[P, Awaitable[T]] | Callable[P, T], *args: Any, retry_policy: Sequence[RetryPolicy] | None = None, cache_policy: CachePolicy | None = None, diff --git a/libs/langgraph/langgraph/pregel/_draw.py b/libs/langgraph/langgraph/pregel/_draw.py index b8ae73389..af6d03427 100644 --- a/libs/langgraph/langgraph/pregel/_draw.py +++ b/libs/langgraph/langgraph/pregel/_draw.py @@ -215,10 +215,11 @@ def draw_graph( termini = {d for _, d, _, _ in edges if d != END}.difference( s for s, _, _, _ in edges ) + end_edge_exists = any(d == END for _, d, _, _ in edges) if termini: for src in sorted(termini): add_edge(graph, src, END) - elif len(step_sources) == 1: + elif len(step_sources) == 1 and not end_edge_exists: for src in sorted(step_sources): add_edge(graph, src, END, conditional=True) # replace subgraphs diff --git a/libs/langgraph/langgraph/pregel/_loop.py b/libs/langgraph/langgraph/pregel/_loop.py index c9300f3d4..b0c98a5e3 100644 --- a/libs/langgraph/langgraph/pregel/_loop.py +++ b/libs/langgraph/langgraph/pregel/_loop.py @@ -568,6 +568,36 @@ class PregelLoop: if task := tasks.get(tid): task.writes.append((k, v)) + def _pending_interrupts(self) -> set[str]: + """Return the set of interrupt ids that are pending without corresponding resume values.""" + # mapping of task ids to interrupt ids + pending_interrupts: dict[str, str] = {} + + # set of resume task ids + pending_resumes: set[str] = set() + + for task_id, write_type, value in self.checkpoint_pending_writes: + if write_type == INTERRUPT: + # interrupts is always a list, but there should only be one element + pending_interrupts[task_id] = value[0].id + elif write_type == RESUME: + pending_resumes.add(task_id) + + resumed_interrupt_ids = { + pending_interrupts[task_id] + for task_id in pending_resumes + if task_id in pending_interrupts + } + + # Keep only interrupts whose interrupt_id is not resumed + hanging_interrupts: set[str] = { + interrupt_id + for interrupt_id in pending_interrupts.values() + if interrupt_id not in resumed_interrupt_ids + } + + return hanging_interrupts + def _first( self, *, input_keys: str | Sequence[str], updated_channels: set[str] | None ) -> set[str] | None: @@ -590,16 +620,24 @@ class PregelLoop: # map command to writes if isinstance(self.input, Command): - if resume_is_map := ( - (resume := self.input.resume) is not None - and isinstance(resume, dict) - and all(is_xxh3_128_hexdigest(k) for k in resume) - ): - self.config[CONF][CONFIG_KEY_RESUME_MAP] = self.input.resume - if resume is not None and not self.checkpointer: - raise RuntimeError( - "Cannot use Command(resume=...) without checkpointer" - ) + if (resume := self.input.resume) is not None: + if not self.checkpointer: + raise RuntimeError( + "Cannot use Command(resume=...) without checkpointer" + ) + + if resume_is_map := ( + isinstance(resume, dict) + and all(is_xxh3_128_hexdigest(k) for k in resume) + ): + self.config[CONF][CONFIG_KEY_RESUME_MAP] = resume + else: + if len(self._pending_interrupts()) > 1: + raise RuntimeError( + "When there are multiple pending interrupts, you must specify the interrupt id when resuming. " + "Docs: https://docs.langchain.com/oss/python/langgraph/add-human-in-the-loop#resume-multiple-interrupts-with-one-invocation." + ) + writes: defaultdict[str, list[tuple[str, Any]]] = defaultdict(list) # group writes by task ID for tid, c, v in map_command(cmd=self.input): diff --git a/libs/langgraph/pyproject.toml b/libs/langgraph/pyproject.toml index a24d1de9f..b575ad754 100644 --- a/libs/langgraph/pyproject.toml +++ b/libs/langgraph/pyproject.toml @@ -4,7 +4,7 @@ build-backend = "hatchling.build" [project] name = "langgraph" -version = "0.6.6" +version = "0.6.7" description = "Building stateful, multi-actor applications with LLMs" authors = [] requires-python = ">=3.9" diff --git a/libs/langgraph/tests/__snapshots__/test_pregel.ambr b/libs/langgraph/tests/__snapshots__/test_pregel.ambr index 5167d8924..b7dfbcd0e 100644 --- a/libs/langgraph/tests/__snapshots__/test_pregel.ambr +++ b/libs/langgraph/tests/__snapshots__/test_pregel.ambr @@ -795,6 +795,99 @@ ''' # --- +# name: test_get_graph_nonterminal_last_step_source + ''' + { + "edges": [ + { + "source": "__start__", + "target": "human" + }, + { + "conditional": true, + "source": "chatbot", + "target": "human" + }, + { + "conditional": true, + "source": "chatbot", + "target": "tools" + }, + { + "conditional": true, + "source": "human", + "target": "__end__" + }, + { + "conditional": true, + "source": "human", + "target": "chatbot" + }, + { + "source": "tools", + "target": "chatbot" + } + ], + "nodes": [ + { + "data": { + "id": [ + "langgraph", + "_internal", + "_runnable", + "RunnableCallable" + ], + "name": "__start__" + }, + "id": "__start__", + "type": "runnable" + }, + { + "data": { + "id": [ + "langgraph", + "_internal", + "_runnable", + "RunnableCallable" + ], + "name": "chatbot" + }, + "id": "chatbot", + "type": "runnable" + }, + { + "data": { + "id": [ + "langgraph", + "_internal", + "_runnable", + "RunnableCallable" + ], + "name": "tools" + }, + "id": "tools", + "type": "runnable" + }, + { + "data": { + "id": [ + "langgraph", + "_internal", + "_runnable", + "RunnableCallable" + ], + "name": "human" + }, + "id": "human", + "type": "runnable" + }, + { + "id": "__end__" + } + ] + } + ''' +# --- # name: test_repeat_condition ''' graph TD; diff --git a/libs/langgraph/tests/test_pregel.py b/libs/langgraph/tests/test_pregel.py index 8c9dda4fa..7cc67bd35 100644 --- a/libs/langgraph/tests/test_pregel.py +++ b/libs/langgraph/tests/test_pregel.py @@ -7222,7 +7222,11 @@ def test_parallel_interrupts(sync_checkpointer: BaseCheckpointSaver) -> None: # get human input and resume if len(current_interrupts) > 0: - current_input = Command(resume=f"Resume #{invokes}") + # we resume one at a time to preserve original test behavior, + # but we could also resume all at once if we wanted + # with a single dict mapping of interrupt ids to resume values + resume = {current_interrupts[0].id: f"Resume #{invokes}"} + current_input = Command(resume=resume) # not more human input required, must be completed else: @@ -7383,7 +7387,11 @@ def test_parallel_interrupts_double(sync_checkpointer: BaseCheckpointSaver) -> N # get human input and resume if len(current_interrupts) > 0: - current_input = Command(resume=f"Resume #{invokes}") + # we resume one at a time to preserve original test behavior, + # but we could also resume all at once if we wanted + # with a single dict mapping of interrupt ids to resume values + resume = {current_interrupts[0].id: f"Resume #{invokes}"} + current_input = Command(resume=resume) # not more human input required, must be completed else: @@ -8333,3 +8341,91 @@ def test_subgraph_streaming_sync() -> None: assert result["last_chunk"].content == "today." assert result["num_chunks"] == 9 + + +def test_get_graph_nonterminal_last_step_source(snapshot: SnapshotAssertion) -> None: + class State(TypedDict): + messages: list[str] + + def chatbot_node(state: State) -> State: + return {"messages": state["messages"] + ["chatbot"]} + + def tools_node(state: State) -> State: + return {"messages": state["messages"] + ["tools"]} + + def human_node(state: State) -> State: + return {"messages": state["messages"] + ["human"]} + + def tools_condition(_: State) -> str: + return "tools" + + def end_condition(_: State) -> str: + return "chatbot" + + workflow = StateGraph(State) + workflow.add_node("chatbot", chatbot_node) + workflow.add_node("tools", tools_node) + workflow.add_node("human", human_node) + + workflow.add_edge(START, "human") + workflow.add_edge("tools", "chatbot") + + workflow.add_conditional_edges( + "chatbot", tools_condition, {"tools": "tools", "human": "human"} + ) + workflow.add_conditional_edges( + "human", end_condition, {"chatbot": "chatbot", END: END} + ) + + app = workflow.compile() + graph = app.get_graph() + graph_json = graph.to_json() + + assert json.dumps(graph_json, indent=2, sort_keys=True) == snapshot + +def test_null_resume_disallowed_with_multiple_interrupts( + sync_checkpointer: BaseCheckpointSaver, +) -> None: + class State(TypedDict): + text_1: str + text_2: str + + def human_node_1(state: State): + value = interrupt({"text_to_revise": state["text_1"]}) + return {"text_1": value} + + def human_node_2(state: State): + value = interrupt({"text_to_revise": state["text_2"]}) + return {"text_2": value} + + graph_builder = StateGraph(State) + graph_builder.add_node("human_node_1", human_node_1) + graph_builder.add_node("human_node_2", human_node_2) + + # Add both nodes in parallel from START + graph_builder.add_edge(START, "human_node_1") + graph_builder.add_edge(START, "human_node_2") + + checkpointer = InMemorySaver() + graph = graph_builder.compile(checkpointer=checkpointer) + + thread_id = str(uuid.uuid4()) + config: RunnableConfig = {"configurable": {"thread_id": thread_id}} + graph.invoke( + {"text_1": "original text 1", "text_2": "original text 2"}, config=config + ) + + resume_map = { + i.id: f"resume for prompt: {i.value['text_to_revise']}" + for i in graph.get_state(config).interrupts + } + with pytest.raises( + RuntimeError, + match="When there are multiple pending interrupts, you must specify the interrupt id when resuming.", + ): + graph.invoke(Command(resume="singular resume"), config=config) + + assert graph.invoke(Command(resume=resume_map), config=config) == { + "text_1": "resume for prompt: original text 1", + "text_2": "resume for prompt: original text 2", + } diff --git a/libs/langgraph/tests/test_pregel_async.py b/libs/langgraph/tests/test_pregel_async.py index 6d42a0244..b5bd272af 100644 --- a/libs/langgraph/tests/test_pregel_async.py +++ b/libs/langgraph/tests/test_pregel_async.py @@ -9107,3 +9107,52 @@ async def test_subgraph_streaming_async() -> None: assert result["last_chunk"].content == "today." assert result["num_chunks"] == 9 + + +@NEEDS_CONTEXTVARS +async def test_null_resume_disallowed_with_multiple_interrupts( + async_checkpointer: BaseCheckpointSaver, +) -> None: + class State(TypedDict): + text_1: str + text_2: str + + async def human_node_1(state: State): + value = interrupt(state["text_1"]) + return {"text_1": value} + + async def human_node_2(state: State): + value = interrupt(state["text_2"]) + return {"text_2": value} + + graph_builder = StateGraph(State) + graph_builder.add_node("human_node_1", human_node_1) + graph_builder.add_node("human_node_2", human_node_2) + + # Add both nodes in parallel from START + graph_builder.add_edge(START, "human_node_1") + graph_builder.add_edge(START, "human_node_2") + + checkpointer = InMemorySaver() + graph = graph_builder.compile(checkpointer=checkpointer) + + thread_id = str(uuid.uuid4()) + config: RunnableConfig = {"configurable": {"thread_id": thread_id}} + await graph.ainvoke( + {"text_1": "original text 1", "text_2": "original text 2"}, config=config + ) + + resume_map = { + i.id: f"resume for prompt: {i.value}" + for i in (await graph.aget_state(config)).interrupts + } + with pytest.raises( + RuntimeError, + match="When there are multiple pending interrupts, you must specify the interrupt id when resuming.", + ): + await graph.ainvoke(Command(resume="singular resume"), config=config) + + assert await graph.ainvoke(Command(resume=resume_map), config=config) == { + "text_1": "resume for prompt: original text 1", + "text_2": "resume for prompt: original text 2", + } diff --git a/libs/langgraph/tests/test_runnable.py b/libs/langgraph/tests/test_runnable.py index b7b85f894..35eb53c1c 100644 --- a/libs/langgraph/tests/test_runnable.py +++ b/libs/langgraph/tests/test_runnable.py @@ -394,3 +394,21 @@ def test_config_injection() -> None: assert RunnableCallable(func_untyped).invoke( "test", config={"tags": ["test"], "configurable": {}} ) == ["test"] + + +def test_config_ensured() -> None: + def func(input: str, config: RunnableConfig) -> None: + assert input == "test" + assert config is not None + assert config.get("configurable") is not None + + RunnableCallable(func).invoke("test") + + +async def test_config_ensured_async() -> None: + async def func(input: str, config: RunnableConfig) -> None: + assert input == "test" + assert config is not None + assert config.get("configurable") is not None + + await RunnableCallable(func).ainvoke("test") diff --git a/libs/langgraph/tests/test_state.py b/libs/langgraph/tests/test_state.py index 82a3997de..67988ef09 100644 --- a/libs/langgraph/tests/test_state.py +++ b/libs/langgraph/tests/test_state.py @@ -10,6 +10,7 @@ from langchain_core.runnables import RunnableConfig from pydantic import BaseModel from typing_extensions import NotRequired, Required, TypedDict +from langgraph.channels.binop import BinaryOperatorAggregate from langgraph.graph.state import StateGraph, _get_node_name, _warn_invalid_state_schema @@ -137,7 +138,7 @@ def test_state_schema_optional_values(total_: bool): class InputState(SomeParentState, total=total_): # type: ignore val1: str val2: Optional[str] - val3: Required[str] + val3: Required[Annotated[dict, operator.or_]] val4: NotRequired[dict] val5: 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Must have `messages` and `remaining_steps` keys. Defaults to `AgentState` that defines those two keys. + !!! Note + `remaining_steps` is used to limit the number of steps the react agent can take. + Calculated roughly as `recursion_limit` - `total_steps_taken`. + If `remaining_steps` is less than 2 and tool calls are present in the response, + the react agent will return a final AI Message with + the content "Sorry, need more steps to process this request.". + No `GraphRecusionError` will be raised in this case. + context_schema: An optional schema for runtime context. checkpointer: An optional checkpoint saver object. This is used for persisting the state of the graph (e.g., as chat memory) for a single thread (e.g., a single conversation). diff --git a/libs/prebuilt/uv.lock b/libs/prebuilt/uv.lock index 07f97d1c2..f41c1e8f2 100644 --- a/libs/prebuilt/uv.lock +++ b/libs/prebuilt/uv.lock @@ -316,7 +316,7 @@ wheels = [ [[package]] name = "langgraph" -version = "0.6.6" +version = "0.6.7" source = { editable = "../langgraph" } dependencies = [ { name = "langchain-core" }, diff --git a/libs/sdk-py/langgraph_sdk/__init__.py b/libs/sdk-py/langgraph_sdk/__init__.py index 6b03d43fd..a0f139b7d 100644 --- a/libs/sdk-py/langgraph_sdk/__init__.py +++ b/libs/sdk-py/langgraph_sdk/__init__.py @@ -1,6 +1,6 @@ from langgraph_sdk.auth import Auth from langgraph_sdk.client import get_client, get_sync_client -__version__ = "0.2.2" +__version__ = "0.2.6" __all__ = ["Auth", "get_client", "get_sync_client"] diff --git a/libs/sdk-py/langgraph_sdk/auth/types.py b/libs/sdk-py/langgraph_sdk/auth/types.py index c0260ee72..4a7912ea3 100644 --- a/libs/sdk-py/langgraph_sdk/auth/types.py +++ b/libs/sdk-py/langgraph_sdk/auth/types.py @@ -400,6 +400,20 @@ class AuthContext(BaseAuthContext): """ +class ThreadTTL(typing.TypedDict, total=False): + """Time-to-live configuration for a thread. + + Matches the OpenAPI schema where TTL is represented as an object with + an optional strategy and a time value in minutes. + """ + + strategy: typing.Literal["delete"] + """TTL strategy. Currently only 'delete' is supported.""" + + ttl: int + """Time-to-live in minutes from now until the thread should be swept.""" + + class ThreadsCreate(typing.TypedDict, total=False): """Parameters for creating a new thread. @@ -422,6 +436,9 @@ class ThreadsCreate(typing.TypedDict, total=False): if_exists: OnConflictBehavior """Behavior when a thread with the same ID already exists.""" + ttl: ThreadTTL + """Optional TTL configuration for the thread.""" + class ThreadsRead(typing.TypedDict, total=False): """Parameters for reading thread state or run information. @@ -489,6 +506,9 @@ class ThreadsSearch(typing.TypedDict, total=False): offset: int """Offset for pagination.""" + ids: Sequence[UUID] | None + """typing.Optional list of thread IDs to filter by.""" + thread_id: UUID | None """typing.Optional thread ID to filter by.""" diff --git a/libs/sdk-py/langgraph_sdk/client.py b/libs/sdk-py/langgraph_sdk/client.py index 0c4668c78..71d256fce 100644 --- a/libs/sdk-py/langgraph_sdk/client.py +++ b/libs/sdk-py/langgraph_sdk/client.py @@ -15,6 +15,7 @@ import logging import os import re import sys +import warnings from collections.abc import AsyncIterator, Iterator, Mapping, Sequence from types import TracebackType from typing import ( @@ -45,6 +46,7 @@ from langgraph_sdk.schema import ( CronSelectField, CronSortBy, DisconnectMode, + Durability, GraphSchema, IfNotExists, Item, @@ -69,6 +71,7 @@ from langgraph_sdk.schema import ( ThreadSortBy, ThreadState, ThreadStatus, + ThreadStreamMode, ThreadUpdateStateResponse, ) from langgraph_sdk.sse import SSEDecoder, aiter_lines_raw, iter_lines_raw @@ -154,27 +157,38 @@ def get_client( headers: Mapping[str, str] | None = None, timeout: TimeoutTypes | None = None, ) -> LangGraphClient: - """Get a LangGraphClient instance. + """Create and configure a LangGraphClient. + + The client provides programmatic access to a LangGraph Platform deployment. It supports + both remote servers and local in-process connections (when running inside a LangGraph server). 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 - timeout: Optional timeout configuration for the HTTP client. - Accepts an httpx.Timeout instance, a float (seconds), or a tuple of timeouts. - Tuple format is (connect, read, write, pool) - If not provided, defaults to connect=5s, read=300s, write=300s, and pool=5s. + url: + Base URL of the LangGraph API. + – If `None`, the client first attempts an in-process connection via ASGI transport. + If that fails, it falls back to `http://localhost:8123`. + api_key: + API key for authentication. If omitted, the client reads from environment + variables in the following order: + 1. Function argument + 2. `LANGGRAPH_API_KEY` + 3. `LANGSMITH_API_KEY` + 4. `LANGCHAIN_API_KEY` + headers: + Additional HTTP headers to include in requests. Merged with authentication headers. + timeout: + HTTP timeout configuration. May be: + – `httpx.Timeout` instance + – float (total seconds) + – tuple `(connect, read, write, pool)` in seconds + Defaults: connect=5, read=300, write=300, pool=5. Returns: - LangGraphClient: The top-level client for accessing AssistantsClient, - ThreadsClient, RunsClient, and CronClient. + LangGraphClient: + A top-level client exposing sub-clients for assistants, threads, + runs, and cron operations. - ???+ example "Example" + ???+ example "Connect to a remote server:" ```python from langgraph_sdk import get_client @@ -185,6 +199,21 @@ def get_client( # example usage: client..() assistants = await client.assistants.get(assistant_id="some_uuid") ``` + + ???+ example "Connect in-process to a running LangGraph server:" + + ```python + from langgraph_sdk import get_client + + client = get_client(url=None) + + async def my_node(...): + subagent_result = await client.runs.wait( + thread_id=None, + assistant_id="agent", + input={"messages": [{"role": "user", "content": "Foo"}]}, + ) + ``` """ transport: httpx.AsyncBaseTransport | None = None @@ -991,6 +1020,34 @@ class AssistantsClient: params=params, ) + async def count( + self, + *, + metadata: Json = None, + graph_id: str | None = None, + headers: Mapping[str, str] | None = None, + params: QueryParamTypes | None = None, + ) -> int: + """Count assistants matching filters. + + Args: + metadata: Metadata to filter by. Exact match for each key/value. + graph_id: Optional graph id to filter by. + headers: Optional custom headers to include with the request. + params: Optional query parameters to include with the request. + + Returns: + int: Number of assistants matching the criteria. + """ + payload: dict[str, Any] = {} + if metadata: + payload["metadata"] = metadata + if graph_id: + payload["graph_id"] = graph_id + return await self.http.post( + "/assistants/count", json=payload, headers=headers, params=params + ) + async def get_versions( self, assistant_id: str, @@ -1148,6 +1205,7 @@ class ThreadsClient: if_exists: OnConflictBehavior | None = None, supersteps: Sequence[dict[str, Sequence[dict[str, Any]]]] | None = None, graph_id: str | None = None, + ttl: int | Mapping[str, Any] | None = None, headers: Mapping[str, str] | None = None, params: QueryParamTypes | None = None, ) -> Thread: @@ -1162,6 +1220,9 @@ class ThreadsClient: supersteps: Apply a list of supersteps when creating a thread, each containing a sequence of updates. Each update has `values` or `command` and `as_node`. Used for copying a thread between deployments. graph_id: Optional graph ID to associate with the thread. + ttl: Optional time-to-live in minutes for the thread. You can pass an + integer (minutes) or a mapping with keys `ttl` and optional + `strategy` (defaults to "delete"). headers: Optional custom headers to include with the request. params: Optional query parameters to include with the request. @@ -1203,6 +1264,11 @@ class ThreadsClient: } for s in supersteps ] + if ttl is not None: + if isinstance(ttl, (int, float)): + payload["ttl"] = {"ttl": ttl, "strategy": "delete"} + else: + payload["ttl"] = ttl return await self.http.post( "/threads", json=payload, headers=headers, params=params @@ -1213,6 +1279,7 @@ class ThreadsClient: thread_id: str, *, metadata: Mapping[str, Any], + ttl: int | Mapping[str, Any] | None = None, headers: Mapping[str, str] | None = None, params: QueryParamTypes | None = None, ) -> Thread: @@ -1221,6 +1288,9 @@ class ThreadsClient: Args: thread_id: ID of thread to update. metadata: Metadata to merge with existing thread metadata. + ttl: Optional time-to-live in minutes for the thread. You can pass an + integer (minutes) or a mapping with keys `ttl` and optional + `strategy` (defaults to "delete"). headers: Optional custom headers to include with the request. params: Optional query parameters to include with the request. @@ -1234,12 +1304,19 @@ class ThreadsClient: thread = await client.threads.update( thread_id="my-thread-id", metadata={"number":1}, + ttl=43_200, ) ``` """ # noqa: E501 + payload: dict[str, Any] = {"metadata": metadata} + if ttl is not None: + if isinstance(ttl, (int, float)): + payload["ttl"] = {"ttl": ttl, "strategy": "delete"} + else: + payload["ttl"] = ttl return await self.http.patch( f"/threads/{thread_id}", - json={"metadata": metadata}, + json=payload, headers=headers, params=params, ) @@ -1278,6 +1355,7 @@ class ThreadsClient: *, metadata: Json = None, values: Json = None, + ids: Sequence[str] | None = None, status: ThreadStatus | None = None, limit: int = 10, offset: int = 0, @@ -1292,6 +1370,7 @@ class ThreadsClient: Args: metadata: Thread metadata to filter on. values: State values to filter on. + ids: List of thread IDs to filter by. status: Thread status to filter on. Must be one of 'idle', 'busy', 'interrupted' or 'error'. limit: Limit on number of threads to return. @@ -1325,6 +1404,8 @@ class ThreadsClient: payload["metadata"] = metadata if values: payload["values"] = values + if ids: + payload["ids"] = ids if status: payload["status"] = status if sort_by: @@ -1340,6 +1421,38 @@ class ThreadsClient: params=params, ) + async def count( + self, + *, + metadata: Json = None, + values: Json = None, + status: ThreadStatus | None = None, + headers: Mapping[str, str] | None = None, + params: QueryParamTypes | None = None, + ) -> int: + """Count threads matching filters. + + Args: + metadata: Thread metadata to filter on. + values: State values to filter on. + status: Thread status to filter on. + headers: Optional custom headers to include with the request. + params: Optional query parameters to include with the request. + + Returns: + int: Number of threads matching the criteria. + """ + payload: dict[str, Any] = {} + if metadata: + payload["metadata"] = metadata + if values: + payload["values"] = values + if status: + payload["status"] = status + return await self.http.post( + "/threads/count", json=payload, headers=headers, params=params + ) + async def copy( self, thread_id: str, @@ -1622,6 +1735,53 @@ class ThreadsClient: params=params, ) + async def join_stream( + self, + thread_id: str, + *, + last_event_id: str | None = None, + stream_mode: ThreadStreamMode | Sequence[ThreadStreamMode] = "run_modes", + headers: Mapping[str, str] | None = None, + params: QueryParamTypes | None = None, + ) -> AsyncIterator[StreamPart]: + """Get a stream of events for a thread. + + Args: + thread_id: The ID of the thread to get the stream for. + last_event_id: The ID of the last event to get. + headers: Optional custom headers to include with the request. + params: Optional query parameters to include with the request. + + Returns: + Iterator[StreamPart]: An iterator of stream parts. + + ???+ example "Example Usage" + + ```python + + for chunk in client.threads.join_stream( + thread_id="my_thread_id", + last_event_id="my_event_id", + ): + print(chunk) + ``` + + """ # noqa: E501 + query_params = { + "stream_mode": stream_mode, + } + if params: + query_params.update(params) + return self.http.stream( + f"/threads/{thread_id}/stream", + "GET", + headers={ + **({"Last-Event-ID": last_event_id} if last_event_id else {}), + **(headers or {}), + }, + params=query_params, + ) + class RunsClient: """Client for managing runs in LangGraph. @@ -1712,7 +1872,7 @@ class RunsClient: context: Context | None = None, checkpoint: Checkpoint | None = None, checkpoint_id: str | None = None, - checkpoint_during: bool | None = None, + checkpoint_during: bool | None = None, # deprecated interrupt_before: All | Sequence[str] | None = None, interrupt_after: All | Sequence[str] | None = None, feedback_keys: Sequence[str] | None = None, @@ -1725,6 +1885,7 @@ class RunsClient: headers: Mapping[str, str] | None = None, params: QueryParamTypes | None = None, on_run_created: Callable[[RunCreateMetadata], None] | None = None, + durability: Durability | None = None, ) -> AsyncIterator[StreamPart]: """Create a run and stream the results. @@ -1744,7 +1905,7 @@ class RunsClient: context: Static context to add to the assistant. !!! version-added "Supported with langgraph>=0.6.0" checkpoint: The checkpoint to resume from. - checkpoint_during: Whether to checkpoint during the run (or only at the end/interruption). + checkpoint_during: (deprecated) Whether to checkpoint during the run (or only at the end/interruption). 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. @@ -1762,6 +1923,10 @@ class RunsClient: headers: Optional custom headers to include with the request. params: Optional query parameters to include with the request. on_run_created: Callback when a run is created. + durability: The durability to use for the run. Values are "sync", "async", or "exit". + "async" means checkpoints are persisted async while next graph step executes, replaces checkpoint_during=True + "sync" means checkpoints are persisted sync after graph step executes, replaces checkpoint_during=False + "exit" means checkpoints are only persisted when the run exits, does not save intermediate steps Returns: AsyncIterator[StreamPart]: Asynchronous iterator of stream results. @@ -1797,6 +1962,13 @@ class RunsClient: ``` """ # noqa: E501 + if checkpoint_during is not None: + warnings.warn( + "`checkpoint_during` is deprecated and will be removed in a future version. Use `durability` instead.", + DeprecationWarning, + stacklevel=2, + ) + payload = { "input": input, "command": ( @@ -1821,6 +1993,7 @@ class RunsClient: "on_disconnect": on_disconnect, "on_completion": on_completion, "after_seconds": after_seconds, + "durability": durability, } endpoint = ( f"/threads/{thread_id}/runs/stream" @@ -1911,7 +2084,7 @@ class RunsClient: context: Context | None = None, checkpoint: Checkpoint | None = None, checkpoint_id: str | None = None, - checkpoint_during: bool | None = None, + checkpoint_during: bool | None = None, # deprecated interrupt_before: All | Sequence[str] | None = None, interrupt_after: All | Sequence[str] | None = None, webhook: str | None = None, @@ -1922,6 +2095,7 @@ class RunsClient: headers: Mapping[str, str] | None = None, params: QueryParamTypes | None = None, on_run_created: Callable[[RunCreateMetadata], None] | None = None, + durability: Durability | None = None, ) -> Run: """Create a background run. @@ -1941,7 +2115,7 @@ class RunsClient: context: Static context to add to the assistant. !!! version-added "Supported with langgraph>=0.6.0" checkpoint: The checkpoint to resume from. - checkpoint_during: Whether to checkpoint during the run (or only at the end/interruption). + checkpoint_during: (deprecated) Whether to checkpoint during the run (or only at the end/interruption). 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. @@ -1955,6 +2129,10 @@ class RunsClient: Use to schedule future runs. headers: Optional custom headers to include with the request. on_run_created: Optional callback to call when a run is created. + durability: The durability to use for the run. Values are "sync", "async", or "exit". + "async" means checkpoints are persisted async while next graph step executes, replaces checkpoint_during=True + "sync" means checkpoints are persisted sync after graph step executes, replaces checkpoint_during=False + "exit" means checkpoints are only persisted when the run exits, does not save intermediate steps Returns: Run: The created background run. @@ -2030,6 +2208,12 @@ class RunsClient: } ``` """ # noqa: E501 + if checkpoint_during is not None: + warnings.warn( + "`checkpoint_during` is deprecated and will be removed in a future version. Use `durability` instead.", + DeprecationWarning, + stacklevel=2, + ) payload = { "input": input, "command": ( @@ -2052,6 +2236,7 @@ class RunsClient: "if_not_exists": if_not_exists, "on_completion": on_completion, "after_seconds": after_seconds, + "durability": durability, } payload = {k: v for k, v in payload.items() if v is not None} @@ -2149,7 +2334,7 @@ class RunsClient: context: Context | None = None, checkpoint: Checkpoint | None = None, checkpoint_id: str | None = None, - checkpoint_during: bool | None = None, + checkpoint_during: bool | None = None, # deprecated interrupt_before: All | Sequence[str] | None = None, interrupt_after: All | Sequence[str] | None = None, webhook: str | None = None, @@ -2162,6 +2347,7 @@ class RunsClient: headers: Mapping[str, str] | None = None, params: QueryParamTypes | None = None, on_run_created: Callable[[RunCreateMetadata], None] | None = None, + durability: Durability | None = None, ) -> list[dict] | dict[str, Any]: """Create a run, wait until it finishes and return the final state. @@ -2177,7 +2363,7 @@ class RunsClient: context: Static context to add to the assistant. !!! version-added "Supported with langgraph>=0.6.0" checkpoint: The checkpoint to resume from. - checkpoint_during: Whether to checkpoint during the run (or only at the end/interruption). + checkpoint_during: (deprecated) Whether to checkpoint during the run (or only at the end/interruption). 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. @@ -2193,6 +2379,10 @@ class RunsClient: Use to schedule future runs. headers: Optional custom headers to include with the request. on_run_created: Optional callback to call when a run is created. + durability: The durability to use for the run. Values are "sync", "async", or "exit". + "async" means checkpoints are persisted async while next graph step executes, replaces checkpoint_during=True + "sync" means checkpoints are persisted sync after graph step executes, replaces checkpoint_during=False + "exit" means checkpoints are only persisted when the run exits, does not save intermediate steps Returns: Union[list[dict], dict[str, Any]]: The output of the run. @@ -2246,6 +2436,12 @@ class RunsClient: ``` """ # noqa: E501 + if checkpoint_during is not None: + warnings.warn( + "`checkpoint_during` is deprecated and will be removed in a future version. Use `durability` instead.", + DeprecationWarning, + stacklevel=2, + ) payload = { "input": input, "command": ( @@ -2266,6 +2462,7 @@ class RunsClient: "on_disconnect": on_disconnect, "on_completion": on_completion, "after_seconds": after_seconds, + "durability": durability, } endpoint = ( f"/threads/{thread_id}/runs/wait" if thread_id is not None else "/runs/wait" @@ -2855,6 +3052,34 @@ class CronClient: "/runs/crons/search", json=payload, headers=headers, params=params ) + async def count( + self, + *, + assistant_id: str | None = None, + thread_id: str | None = None, + headers: Mapping[str, str] | None = None, + params: QueryParamTypes | None = None, + ) -> int: + """Count cron jobs matching filters. + + Args: + assistant_id: Assistant ID to filter by. + thread_id: Thread ID to filter by. + headers: Optional custom headers to include with the request. + params: Optional query parameters to include with the request. + + Returns: + int: Number of crons matching the criteria. + """ + payload: dict[str, Any] = {} + if assistant_id: + payload["assistant_id"] = assistant_id + if thread_id: + payload["thread_id"] = thread_id + return await self.http.post( + "/runs/crons/count", json=payload, headers=headers, params=params + ) + class StoreClient: """Client for interacting with the graph's shared storage. @@ -3974,6 +4199,34 @@ class SyncAssistantsClient: params=params, ) + def count( + self, + *, + metadata: Json = None, + graph_id: str | None = None, + headers: Mapping[str, str] | None = None, + params: QueryParamTypes | None = None, + ) -> int: + """Count assistants matching filters. + + Args: + metadata: Metadata to filter by. Exact match for each key/value. + graph_id: Optional graph id to filter by. + headers: Optional custom headers to include with the request. + params: Optional query parameters to include with the request. + + Returns: + int: Number of assistants matching the criteria. + """ + payload: dict[str, Any] = {} + if metadata: + payload["metadata"] = metadata + if graph_id: + payload["graph_id"] = graph_id + return self.http.post( + "/assistants/count", json=payload, headers=headers, params=params + ) + def get_versions( self, assistant_id: str, @@ -4125,6 +4378,7 @@ class SyncThreadsClient: if_exists: OnConflictBehavior | None = None, supersteps: Sequence[dict[str, Sequence[dict[str, Any]]]] | None = None, graph_id: str | None = None, + ttl: int | Mapping[str, Any] | None = None, headers: Mapping[str, str] | None = None, params: QueryParamTypes | None = None, ) -> Thread: @@ -4139,6 +4393,9 @@ class SyncThreadsClient: supersteps: Apply a list of supersteps when creating a thread, each containing a sequence of updates. Each update has `values` or `command` and `as_node`. Used for copying a thread between deployments. graph_id: Optional graph ID to associate with the thread. + ttl: Optional time-to-live in minutes for the thread. You can pass an + integer (minutes) or a mapping with keys `ttl` and optional + `strategy` (defaults to "delete"). headers: Optional custom headers to include with the request. Returns: @@ -4180,6 +4437,11 @@ class SyncThreadsClient: } for s in supersteps ] + if ttl is not None: + if isinstance(ttl, (int, float)): + payload["ttl"] = {"ttl": ttl, "strategy": "delete"} + else: + payload["ttl"] = ttl return self.http.post("/threads", json=payload, headers=headers, params=params) @@ -4188,6 +4450,7 @@ class SyncThreadsClient: thread_id: str, *, metadata: Mapping[str, Any], + ttl: int | Mapping[str, Any] | None = None, headers: Mapping[str, str] | None = None, params: QueryParamTypes | None = None, ) -> Thread: @@ -4196,7 +4459,11 @@ class SyncThreadsClient: Args: thread_id: ID of thread to update. metadata: Metadata to merge with existing thread metadata. + ttl: Optional time-to-live in minutes for the thread. You can pass an + integer (minutes) or a mapping with keys `ttl` and optional + `strategy` (defaults to "delete"). headers: Optional custom headers to include with the request. + params: Optional query parameters to include with the request. Returns: Thread: The created thread. @@ -4208,12 +4475,19 @@ class SyncThreadsClient: thread = client.threads.update( thread_id="my-thread-id", metadata={"number":1}, + ttl=43_200, ) ``` """ # noqa: E501 + payload: dict[str, Any] = {"metadata": metadata} + if ttl is not None: + if isinstance(ttl, (int, float)): + payload["ttl"] = {"ttl": ttl, "strategy": "delete"} + else: + payload["ttl"] = ttl return self.http.patch( f"/threads/{thread_id}", - json={"metadata": metadata}, + json=payload, headers=headers, params=params, ) @@ -4251,6 +4525,7 @@ class SyncThreadsClient: *, metadata: Json = None, values: Json = None, + ids: Sequence[str] | None = None, status: ThreadStatus | None = None, limit: int = 10, offset: int = 0, @@ -4265,6 +4540,7 @@ class SyncThreadsClient: Args: metadata: Thread metadata to filter on. values: State values to filter on. + ids: List of thread IDs to filter by. status: Thread status to filter on. Must be one of 'idle', 'busy', 'interrupted' or 'error'. limit: Limit on number of threads to return. @@ -4294,6 +4570,8 @@ class SyncThreadsClient: payload["metadata"] = metadata if values: payload["values"] = values + if ids: + payload["ids"] = ids if status: payload["status"] = status if sort_by: @@ -4306,6 +4584,38 @@ class SyncThreadsClient: "/threads/search", json=payload, headers=headers, params=params ) + def count( + self, + *, + metadata: Json = None, + values: Json = None, + status: ThreadStatus | None = None, + headers: Mapping[str, str] | None = None, + params: QueryParamTypes | None = None, + ) -> int: + """Count threads matching filters. + + Args: + metadata: Thread metadata to filter on. + values: State values to filter on. + status: Thread status to filter on. + headers: Optional custom headers to include with the request. + params: Optional query parameters to include with the request. + + Returns: + int: Number of threads matching the criteria. + """ + payload: dict[str, Any] = {} + if metadata: + payload["metadata"] = metadata + if values: + payload["values"] = values + if status: + payload["status"] = status + return self.http.post( + "/threads/count", json=payload, headers=headers, params=params + ) + def copy( self, thread_id: str, @@ -4585,6 +4895,54 @@ class SyncThreadsClient: params=params, ) + def join_stream( + self, + thread_id: str, + *, + stream_mode: ThreadStreamMode | Sequence[ThreadStreamMode] = "run_modes", + last_event_id: str | None = None, + headers: Mapping[str, str] | None = None, + params: QueryParamTypes | None = None, + ) -> Iterator[StreamPart]: + """Get a stream of events for a thread. + + Args: + thread_id: The ID of the thread to get the stream for. + last_event_id: The ID of the last event to get. + headers: Optional custom headers to include with the request. + params: Optional query parameters to include with the request. + + Returns: + Iterator[StreamPart]: An iterator of stream parts. + + ???+ example "Example Usage" + + ```python + + for chunk in client.threads.join_stream( + thread_id="my_thread_id", + last_event_id="my_event_id", + stream_mode="run_modes", + ): + print(chunk) + ``` + + """ # noqa: E501 + query_params = { + "stream_mode": stream_mode, + } + if params: + query_params.update(params) + return self.http.stream( + f"/threads/{thread_id}/stream", + "GET", + headers={ + **({"Last-Event-ID": last_event_id} if last_event_id else {}), + **(headers or {}), + }, + params=query_params, + ) + class SyncRunsClient: """Synchronous client for managing runs in LangGraph. @@ -4675,7 +5033,7 @@ class SyncRunsClient: context: Context | None = None, checkpoint: Checkpoint | None = None, checkpoint_id: str | None = None, - checkpoint_during: bool | None = None, + checkpoint_during: bool | None = None, # deprecated interrupt_before: All | Sequence[str] | None = None, interrupt_after: All | Sequence[str] | None = None, feedback_keys: Sequence[str] | None = None, @@ -4688,6 +5046,7 @@ class SyncRunsClient: headers: Mapping[str, str] | None = None, params: QueryParamTypes | None = None, on_run_created: Callable[[RunCreateMetadata], None] | None = None, + durability: Durability | None = None, ) -> Iterator[StreamPart]: """Create a run and stream the results. @@ -4707,7 +5066,7 @@ class SyncRunsClient: context: Static context to add to the assistant. !!! version-added "Supported with langgraph>=0.6.0" checkpoint: The checkpoint to resume from. - checkpoint_during: Whether to checkpoint during the run (or only at the end/interruption). + checkpoint_during: (deprecated) Whether to checkpoint during the run (or only at the end/interruption). 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. @@ -4724,6 +5083,11 @@ class SyncRunsClient: Use to schedule future runs. headers: Optional custom headers to include with the request. on_run_created: Optional callback to call when a run is created. + durability: The durability to use for the run. Values are "sync", "async", or "exit". + "async" means checkpoints are persisted async while next graph step executes, replaces checkpoint_during=True + "sync" means checkpoints are persisted sync after graph step executes, replaces checkpoint_during=False + "exit" means checkpoints are only persisted when the run exits, does not save intermediate steps + Returns: Iterator[StreamPart]: Iterator of stream results. @@ -4756,6 +5120,12 @@ class SyncRunsClient: StreamPart(event='end', data=None) ``` """ # noqa: E501 + if checkpoint_during is not None: + warnings.warn( + "`checkpoint_during` is deprecated and will be removed in a future version. Use `durability` instead.", + DeprecationWarning, + stacklevel=2, + ) payload = { "input": input, "command": ( @@ -4780,6 +5150,7 @@ class SyncRunsClient: "on_disconnect": on_disconnect, "on_completion": on_completion, "after_seconds": after_seconds, + "durability": durability, } endpoint = ( f"/threads/{thread_id}/runs/stream" @@ -4870,7 +5241,7 @@ class SyncRunsClient: context: Context | None = None, checkpoint: Checkpoint | None = None, checkpoint_id: str | None = None, - checkpoint_during: bool | None = None, + checkpoint_during: bool | None = None, # deprecated interrupt_before: All | Sequence[str] | None = None, interrupt_after: All | Sequence[str] | None = None, webhook: str | None = None, @@ -4881,6 +5252,7 @@ class SyncRunsClient: headers: Mapping[str, str] | None = None, params: QueryParamTypes | None = None, on_run_created: Callable[[RunCreateMetadata], None] | None = None, + durability: Durability | None = None, ) -> Run: """Create a background run. @@ -4900,7 +5272,7 @@ class SyncRunsClient: context: Static context to add to the assistant. !!! version-added "Supported with langgraph>=0.6.0" checkpoint: The checkpoint to resume from. - checkpoint_during: Whether to checkpoint during the run (or only at the end/interruption). + checkpoint_during: (deprecated) Whether to checkpoint during the run (or only at the end/interruption). 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. @@ -4914,6 +5286,10 @@ class SyncRunsClient: Use to schedule future runs. headers: Optional custom headers to include with the request. on_run_created: Optional callback to call when a run is created. + durability: The durability to use for the run. Values are "sync", "async", or "exit". + "async" means checkpoints are persisted async while next graph step executes, replaces checkpoint_during=True + "sync" means checkpoints are persisted sync after graph step executes, replaces checkpoint_during=False + "exit" means checkpoints are only persisted when the run exits, does not save intermediate steps Returns: Run: The created background run. @@ -4989,6 +5365,12 @@ class SyncRunsClient: } ``` """ # noqa: E501 + if checkpoint_during is not None: + warnings.warn( + "`checkpoint_during` is deprecated and will be removed in a future version. Use `durability` instead.", + DeprecationWarning, + stacklevel=2, + ) payload = { "input": input, "command": ( @@ -5011,6 +5393,7 @@ class SyncRunsClient: "if_not_exists": if_not_exists, "on_completion": on_completion, "after_seconds": after_seconds, + "durability": durability, } payload = {k: v for k, v in payload.items() if v is not None} @@ -5106,7 +5489,7 @@ class SyncRunsClient: metadata: Mapping[str, Any] | None = None, config: Config | None = None, context: Context | None = None, - checkpoint_during: bool | None = None, + checkpoint_during: bool | None = None, # deprecated checkpoint: Checkpoint | None = None, checkpoint_id: str | None = None, interrupt_before: All | Sequence[str] | None = None, @@ -5121,6 +5504,7 @@ class SyncRunsClient: headers: Mapping[str, str] | None = None, params: QueryParamTypes | None = None, on_run_created: Callable[[RunCreateMetadata], None] | None = None, + durability: Durability | None = None, ) -> list[dict] | dict[str, Any]: """Create a run, wait until it finishes and return the final state. @@ -5136,7 +5520,7 @@ class SyncRunsClient: context: Static context to add to the assistant. !!! version-added "Supported with langgraph>=0.6.0" checkpoint: The checkpoint to resume from. - checkpoint_during: Whether to checkpoint during the run (or only at the end/interruption). + checkpoint_during: (deprecated) Whether to checkpoint during the run (or only at the end/interruption). 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. @@ -5153,6 +5537,10 @@ class SyncRunsClient: raise_error: Whether to raise an error if the run fails. headers: Optional custom headers to include with the request. on_run_created: Optional callback to call when a run is created. + durability: The durability to use for the run. Values are "sync", "async", or "exit". + "async" means checkpoints are persisted async while next graph step executes, replaces checkpoint_during=True + "sync" means checkpoints are persisted sync after graph step executes, replaces checkpoint_during=False + "exit" means checkpoints are only persisted when the run exits, does not save intermediate steps Returns: Union[list[dict], dict[str, Any]]: The output of the run. @@ -5207,6 +5595,12 @@ class SyncRunsClient: ``` """ # noqa: E501 + if checkpoint_during is not None: + warnings.warn( + "`checkpoint_during` is deprecated and will be removed in a future version. Use `durability` instead.", + DeprecationWarning, + stacklevel=2, + ) payload = { "input": input, "command": ( @@ -5228,6 +5622,7 @@ class SyncRunsClient: "on_completion": on_completion, "after_seconds": after_seconds, "raise_error": raise_error, + "durability": durability, } def on_response(res: httpx.Response): @@ -5781,6 +6176,34 @@ class SyncCronClient: "/runs/crons/search", json=payload, headers=headers, params=params ) + def count( + self, + *, + assistant_id: str | None = None, + thread_id: str | None = None, + headers: Mapping[str, str] | None = None, + params: QueryParamTypes | None = None, + ) -> int: + """Count cron jobs matching filters. + + Args: + assistant_id: Assistant ID to filter by. + thread_id: Thread ID to filter by. + headers: Optional custom headers to include with the request. + params: Optional query parameters to include with the request. + + Returns: + int: Number of crons matching the criteria. + """ + payload: dict[str, Any] = {} + if assistant_id: + payload["assistant_id"] = assistant_id + if thread_id: + payload["thread_id"] = thread_id + return self.http.post( + "/runs/crons/count", json=payload, headers=headers, params=params + ) + class SyncStoreClient: """A client for synchronous operations on a key-value store. diff --git a/libs/sdk-py/langgraph_sdk/schema.py b/libs/sdk-py/langgraph_sdk/schema.py index ccc8133dc..4166b2973 100644 --- a/libs/sdk-py/langgraph_sdk/schema.py +++ b/libs/sdk-py/langgraph_sdk/schema.py @@ -38,6 +38,14 @@ Represents the status of a thread: - "error": An exception occurred during task processing. """ +ThreadStreamMode = Literal["run_modes", "lifecycle", "state_update"] +""" +Defines the mode of streaming: +- "run_modes": Stream the same events as the runs on thread, as well as run_done events. +- "lifecycle": Stream only run start/end events. +- "state_update": Stream state updates on the thread. +""" + StreamMode = Literal[ "values", "messages", @@ -91,6 +99,12 @@ Defines action after completion: - "keep": Retain resources after completion. """ +Durability = Literal["sync", "async", "exit"] +"""Durability mode for the graph execution. +- `"sync"`: Changes are persisted synchronously before the next step starts. +- `"async"`: Changes are persisted asynchronously while the next step executes. +- `"exit"`: Changes are persisted only when the graph exits.""" + All = Literal["*"] """Represents a wildcard or 'all' selector."""