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very hacky approach for add_messages in the short term
This commit is contained in:
Sydney Runkle
Generated
+170
-206
@@ -2,9 +2,6 @@ version = 1
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revision = 2
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[[package]]
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|
||||
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||||
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||||
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||||
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||||
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||||
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||||
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||||
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||||
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||||
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||||
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||||
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|
||||
{ url = "https://files.pythonhosted.org/packages/d4/29/3cade8a924a61f60ccfa10842f75eb12787e1440e2b8660ceffeb26685e7/pydantic_core-2.33.2-pp39-pypy39_pp73-win_amd64.whl", hash = "sha256:2807668ba86cb38c6817ad9bc66215ab8584d1d304030ce4f0887336f28a5e27", size = 2066661, upload-time = "2025-04-23T18:33:49.995Z" },
|
||||
]
|
||||
|
||||
[[package]]
|
||||
|
||||
@@ -22,6 +22,7 @@ from langchain_core.messages import (
|
||||
convert_to_messages,
|
||||
message_chunk_to_message,
|
||||
)
|
||||
from langchain_core.messages.utils import convert_to_messages_v1
|
||||
from typing_extensions import TypedDict, deprecated
|
||||
|
||||
from langgraph._internal._constants import CONF, CONFIG_KEY_SEND, NS_SEP
|
||||
@@ -64,6 +65,7 @@ def add_messages(
|
||||
right: Messages,
|
||||
*,
|
||||
format: Literal["langchain-openai"] | None = None,
|
||||
message_version: Literal["v0", "v1"] = "v0",
|
||||
) -> Messages:
|
||||
"""Merges two lists of messages, updating existing messages by ID.
|
||||
|
||||
@@ -83,6 +85,8 @@ def add_messages(
|
||||
!!! important "Requirement"
|
||||
|
||||
Must have ``langchain-core>=0.3.11`` installed to use this feature.
|
||||
message_version: The version of the message to return. If "v0" then messages will be returned as is.
|
||||
If "v1" then messages will be returned as members of MessageV1.
|
||||
|
||||
Returns:
|
||||
A new list of messages with the messages from `right` merged into `left`.
|
||||
@@ -174,6 +178,7 @@ def add_messages(
|
||||
```
|
||||
|
||||
"""
|
||||
|
||||
remove_all_idx = None
|
||||
# coerce to list
|
||||
if not isinstance(left, list):
|
||||
@@ -231,6 +236,9 @@ def add_messages(
|
||||
else:
|
||||
pass
|
||||
|
||||
if message_version == "v1":
|
||||
merged = convert_to_messages_v1(merged)
|
||||
|
||||
return merged
|
||||
|
||||
|
||||
|
||||
@@ -0,0 +1,4 @@
|
||||
# To separate your traces from other application
|
||||
LANGSMITH_PROJECT=new-agent
|
||||
|
||||
# Add API keys for connecting to LLM providers, data sources, and other integrations here
|
||||
@@ -0,0 +1,42 @@
|
||||
# This workflow will run integration tests for the current project once per day
|
||||
|
||||
name: Integration Tests
|
||||
|
||||
on:
|
||||
schedule:
|
||||
- cron: "37 14 * * *" # Run at 7:37 AM Pacific Time (14:37 UTC) every day
|
||||
workflow_dispatch: # Allows triggering the workflow manually in GitHub UI
|
||||
|
||||
# If another scheduled run starts while this workflow is still running,
|
||||
# cancel the earlier run in favor of the next run.
|
||||
concurrency:
|
||||
group: ${{ github.workflow }}-${{ github.ref }}
|
||||
cancel-in-progress: true
|
||||
|
||||
jobs:
|
||||
integration-tests:
|
||||
name: Integration Tests
|
||||
strategy:
|
||||
matrix:
|
||||
os: [ubuntu-latest]
|
||||
python-version: ["3.11", "3.12"]
|
||||
runs-on: ${{ matrix.os }}
|
||||
steps:
|
||||
- uses: actions/checkout@v4
|
||||
- name: Set up Python ${{ matrix.python-version }}
|
||||
uses: actions/setup-python@v4
|
||||
with:
|
||||
python-version: ${{ matrix.python-version }}
|
||||
- name: Install dependencies
|
||||
run: |
|
||||
curl -LsSf https://astral.sh/uv/install.sh | sh
|
||||
uv venv
|
||||
uv pip install -r pyproject.toml
|
||||
uv pip install -U pytest-asyncio
|
||||
- name: Run integration tests
|
||||
env:
|
||||
ANTHROPIC_API_KEY: ${{ secrets.ANTHROPIC_API_KEY }}
|
||||
LANGSMITH_API_KEY: ${{ secrets.LANGSMITH_API_KEY }}
|
||||
LANGSMITH_TRACING: true
|
||||
run: |
|
||||
uv run pytest tests/integration_tests
|
||||
@@ -0,0 +1,57 @@
|
||||
# This workflow will run unit tests for the current project
|
||||
|
||||
name: CI
|
||||
|
||||
on:
|
||||
push:
|
||||
branches: ["main"]
|
||||
pull_request:
|
||||
workflow_dispatch: # Allows triggering the workflow manually in GitHub UI
|
||||
|
||||
# If another push to the same PR or branch happens while this workflow is still running,
|
||||
# cancel the earlier run in favor of the next run.
|
||||
concurrency:
|
||||
group: ${{ github.workflow }}-${{ github.ref }}
|
||||
cancel-in-progress: true
|
||||
|
||||
jobs:
|
||||
unit-tests:
|
||||
name: Unit Tests
|
||||
strategy:
|
||||
matrix:
|
||||
os: [ubuntu-latest]
|
||||
python-version: ["3.11", "3.12"]
|
||||
runs-on: ${{ matrix.os }}
|
||||
steps:
|
||||
- uses: actions/checkout@v4
|
||||
- name: Set up Python ${{ matrix.python-version }}
|
||||
uses: actions/setup-python@v4
|
||||
with:
|
||||
python-version: ${{ matrix.python-version }}
|
||||
- name: Install dependencies
|
||||
run: |
|
||||
curl -LsSf https://astral.sh/uv/install.sh | sh
|
||||
uv venv
|
||||
uv pip install -r pyproject.toml
|
||||
- name: Lint with ruff
|
||||
run: |
|
||||
uv pip install ruff
|
||||
uv run ruff check .
|
||||
- name: Lint with mypy
|
||||
run: |
|
||||
uv pip install mypy
|
||||
uv run mypy --strict src/
|
||||
- name: Check README spelling
|
||||
uses: codespell-project/actions-codespell@v2
|
||||
with:
|
||||
ignore_words_file: .codespellignore
|
||||
path: README.md
|
||||
- name: Check code spelling
|
||||
uses: codespell-project/actions-codespell@v2
|
||||
with:
|
||||
ignore_words_file: .codespellignore
|
||||
path: src/
|
||||
- name: Run tests with pytest
|
||||
run: |
|
||||
uv pip install pytest
|
||||
uv run pytest tests/unit_tests
|
||||
@@ -0,0 +1,164 @@
|
||||
# Byte-compiled / optimized / DLL files
|
||||
__pycache__/
|
||||
*.py[cod]
|
||||
*$py.class
|
||||
|
||||
# C extensions
|
||||
*.so
|
||||
|
||||
# Distribution / packaging
|
||||
.Python
|
||||
build/
|
||||
develop-eggs/
|
||||
dist/
|
||||
downloads/
|
||||
eggs/
|
||||
.eggs/
|
||||
lib/
|
||||
lib64/
|
||||
parts/
|
||||
sdist/
|
||||
var/
|
||||
wheels/
|
||||
share/python-wheels/
|
||||
*.egg-info/
|
||||
.installed.cfg
|
||||
*.egg
|
||||
MANIFEST
|
||||
|
||||
# PyInstaller
|
||||
# Usually these files are written by a python script from a template
|
||||
# before PyInstaller builds the exe, so as to inject date/other infos into it.
|
||||
*.manifest
|
||||
*.spec
|
||||
|
||||
# Installer logs
|
||||
pip-log.txt
|
||||
pip-delete-this-directory.txt
|
||||
|
||||
# Unit test / coverage reports
|
||||
htmlcov/
|
||||
.tox/
|
||||
.nox/
|
||||
.coverage
|
||||
.coverage.*
|
||||
.cache
|
||||
nosetests.xml
|
||||
coverage.xml
|
||||
*.cover
|
||||
*.py,cover
|
||||
.hypothesis/
|
||||
.pytest_cache/
|
||||
cover/
|
||||
|
||||
# Translations
|
||||
*.mo
|
||||
*.pot
|
||||
|
||||
# Django stuff:
|
||||
*.log
|
||||
local_settings.py
|
||||
db.sqlite3
|
||||
db.sqlite3-journal
|
||||
|
||||
# Flask stuff:
|
||||
instance/
|
||||
.webassets-cache
|
||||
|
||||
# Scrapy stuff:
|
||||
.scrapy
|
||||
|
||||
# Sphinx documentation
|
||||
docs/_build/
|
||||
|
||||
# PyBuilder
|
||||
.pybuilder/
|
||||
target/
|
||||
|
||||
# Jupyter Notebook
|
||||
.ipynb_checkpoints
|
||||
|
||||
# IPython
|
||||
profile_default/
|
||||
ipython_config.py
|
||||
|
||||
# pyenv
|
||||
# For a library or package, you might want to ignore these files since the code is
|
||||
# intended to run in multiple environments; otherwise, check them in:
|
||||
# .python-version
|
||||
|
||||
# pipenv
|
||||
# According to pypa/pipenv#598, it is recommended to include Pipfile.lock in version control.
|
||||
# However, in case of collaboration, if having platform-specific dependencies or dependencies
|
||||
# having no cross-platform support, pipenv may install dependencies that don't work, or not
|
||||
# install all needed dependencies.
|
||||
#Pipfile.lock
|
||||
|
||||
# poetry
|
||||
# Similar to Pipfile.lock, it is generally recommended to include poetry.lock in version control.
|
||||
# This is especially recommended for binary packages to ensure reproducibility, and is more
|
||||
# commonly ignored for libraries.
|
||||
# https://python-poetry.org/docs/basic-usage/#commit-your-poetrylock-file-to-version-control
|
||||
#poetry.lock
|
||||
|
||||
# pdm
|
||||
# Similar to Pipfile.lock, it is generally recommended to include pdm.lock in version control.
|
||||
#pdm.lock
|
||||
# pdm stores project-wide configurations in .pdm.toml, but it is recommended to not include it
|
||||
# in version control.
|
||||
# https://pdm.fming.dev/latest/usage/project/#working-with-version-control
|
||||
.pdm.toml
|
||||
.pdm-python
|
||||
.pdm-build/
|
||||
|
||||
# PEP 582; used by e.g. github.com/David-OConnor/pyflow and github.com/pdm-project/pdm
|
||||
__pypackages__/
|
||||
|
||||
# Celery stuff
|
||||
celerybeat-schedule
|
||||
celerybeat.pid
|
||||
|
||||
# SageMath parsed files
|
||||
*.sage.py
|
||||
|
||||
# Environments
|
||||
.env
|
||||
.venv
|
||||
env/
|
||||
venv/
|
||||
ENV/
|
||||
env.bak/
|
||||
venv.bak/
|
||||
|
||||
# Spyder project settings
|
||||
.spyderproject
|
||||
.spyproject
|
||||
|
||||
# Rope project settings
|
||||
.ropeproject
|
||||
|
||||
# mkdocs documentation
|
||||
/site
|
||||
|
||||
# mypy
|
||||
.mypy_cache/
|
||||
.dmypy.json
|
||||
dmypy.json
|
||||
|
||||
# Pyre type checker
|
||||
.pyre/
|
||||
|
||||
# pytype static type analyzer
|
||||
.pytype/
|
||||
|
||||
# Cython debug symbols
|
||||
cython_debug/
|
||||
|
||||
# PyCharm
|
||||
# JetBrains specific template is maintained in a separate JetBrains.gitignore that can
|
||||
# be found at https://github.com/github/gitignore/blob/main/Global/JetBrains.gitignore
|
||||
# and can be added to the global gitignore or merged into this file. For a more nuclear
|
||||
# option (not recommended) you can uncomment the following to ignore the entire idea folder.
|
||||
#.idea/
|
||||
uv.lock
|
||||
.langgraph_api/
|
||||
@@ -0,0 +1,21 @@
|
||||
MIT License
|
||||
|
||||
Copyright (c) 2024 LangChain
|
||||
|
||||
Permission is hereby granted, free of charge, to any person obtaining a copy
|
||||
of this software and associated documentation files (the "Software"), to deal
|
||||
in the Software without restriction, including without limitation the rights
|
||||
to use, copy, modify, merge, publish, distribute, sublicense, and/or sell
|
||||
copies of the Software, and to permit persons to whom the Software is
|
||||
furnished to do so, subject to the following conditions:
|
||||
|
||||
The above copyright notice and this permission notice shall be included in all
|
||||
copies or substantial portions of the Software.
|
||||
|
||||
THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR
|
||||
IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY,
|
||||
FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE
|
||||
AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER
|
||||
LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM,
|
||||
OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE
|
||||
SOFTWARE.
|
||||
@@ -0,0 +1,67 @@
|
||||
.PHONY: all format lint test tests test_watch integration_tests docker_tests help extended_tests
|
||||
|
||||
# Default target executed when no arguments are given to make.
|
||||
all: help
|
||||
|
||||
# Define a variable for the test file path.
|
||||
TEST_FILE ?= tests/unit_tests/
|
||||
|
||||
test:
|
||||
python -m pytest $(TEST_FILE)
|
||||
|
||||
integration_tests:
|
||||
python -m pytest tests/integration_tests
|
||||
|
||||
test_watch:
|
||||
python -m ptw --snapshot-update --now . -- -vv tests/unit_tests
|
||||
|
||||
test_profile:
|
||||
python -m pytest -vv tests/unit_tests/ --profile-svg
|
||||
|
||||
extended_tests:
|
||||
python -m pytest --only-extended $(TEST_FILE)
|
||||
|
||||
|
||||
######################
|
||||
# LINTING AND FORMATTING
|
||||
######################
|
||||
|
||||
# Define a variable for Python and notebook files.
|
||||
PYTHON_FILES=src/
|
||||
MYPY_CACHE=.mypy_cache
|
||||
lint format: PYTHON_FILES=.
|
||||
lint_diff format_diff: PYTHON_FILES=$(shell git diff --name-only --diff-filter=d main | grep -E '\.py$$|\.ipynb$$')
|
||||
lint_package: PYTHON_FILES=src
|
||||
lint_tests: PYTHON_FILES=tests
|
||||
lint_tests: MYPY_CACHE=.mypy_cache_test
|
||||
|
||||
lint lint_diff lint_package lint_tests:
|
||||
python -m ruff check .
|
||||
[ "$(PYTHON_FILES)" = "" ] || python -m ruff format $(PYTHON_FILES) --diff
|
||||
[ "$(PYTHON_FILES)" = "" ] || python -m ruff check --select I $(PYTHON_FILES)
|
||||
[ "$(PYTHON_FILES)" = "" ] || python -m mypy --strict $(PYTHON_FILES)
|
||||
[ "$(PYTHON_FILES)" = "" ] || mkdir -p $(MYPY_CACHE) && python -m mypy --strict $(PYTHON_FILES) --cache-dir $(MYPY_CACHE)
|
||||
|
||||
format format_diff:
|
||||
ruff format $(PYTHON_FILES)
|
||||
ruff check --select I --fix $(PYTHON_FILES)
|
||||
|
||||
spell_check:
|
||||
codespell --toml pyproject.toml
|
||||
|
||||
spell_fix:
|
||||
codespell --toml pyproject.toml -w
|
||||
|
||||
######################
|
||||
# HELP
|
||||
######################
|
||||
|
||||
help:
|
||||
@echo '----'
|
||||
@echo 'format - run code formatters'
|
||||
@echo 'lint - run linters'
|
||||
@echo 'test - run unit tests'
|
||||
@echo 'tests - run unit tests'
|
||||
@echo 'test TEST_FILE=<test_file> - run all tests in file'
|
||||
@echo 'test_watch - run unit tests in watch mode'
|
||||
|
||||
@@ -0,0 +1,80 @@
|
||||
# New LangGraph Project
|
||||
|
||||
[](https://github.com/langchain-ai/new-langgraph-project/actions/workflows/unit-tests.yml)
|
||||
[](https://github.com/langchain-ai/new-langgraph-project/actions/workflows/integration-tests.yml)
|
||||
|
||||
This template demonstrates a simple application implemented using [LangGraph](https://github.com/langchain-ai/langgraph), designed for showing how to get started with [LangGraph Server](https://langchain-ai.github.io/langgraph/concepts/langgraph_server/#langgraph-server) and using [LangGraph Studio](https://langchain-ai.github.io/langgraph/concepts/langgraph_studio/), a visual debugging IDE.
|
||||
|
||||
<div align="center">
|
||||
<img src="./static/studio_ui.png" alt="Graph view in LangGraph studio UI" width="75%" />
|
||||
</div>
|
||||
|
||||
The core logic defined in `src/agent/graph.py`, showcases an single-step application that responds with a fixed string and the configuration provided.
|
||||
|
||||
You can extend this graph to orchestrate more complex agentic workflows that can be visualized and debugged in LangGraph Studio.
|
||||
|
||||
## Getting Started
|
||||
|
||||
<!--
|
||||
Setup instruction auto-generated by `langgraph template lock`. DO NOT EDIT MANUALLY.
|
||||
-->
|
||||
|
||||
<!--
|
||||
End setup instructions
|
||||
-->
|
||||
|
||||
1. Install dependencies, along with the [LangGraph CLI](https://langchain-ai.github.io/langgraph/concepts/langgraph_cli/), which will be used to run the server.
|
||||
|
||||
```bash
|
||||
cd path/to/your/app
|
||||
pip install -e . "langgraph-cli[inmem]"
|
||||
```
|
||||
|
||||
2. (Optional) Customize the code and project as needed. Create a `.env` file if you need to use secrets.
|
||||
|
||||
```bash
|
||||
cp .env.example .env
|
||||
```
|
||||
|
||||
If you want to enable LangSmith tracing, add your LangSmith API key to the `.env` file.
|
||||
|
||||
```text
|
||||
# .env
|
||||
LANGSMITH_API_KEY=lsv2...
|
||||
```
|
||||
|
||||
3. Start the LangGraph Server.
|
||||
|
||||
```shell
|
||||
langgraph dev
|
||||
```
|
||||
|
||||
For more information on getting started with LangGraph Server, [see here](https://langchain-ai.github.io/langgraph/tutorials/langgraph-platform/local-server/).
|
||||
|
||||
## How to customize
|
||||
|
||||
1. **Define configurable parameters**: Modify the `Configuration` class in the `graph.py` file to expose the arguments you want to configure. For example, in a chatbot application you may want to define a dynamic system prompt or LLM to use. For more information on configurations in LangGraph, [see here](https://langchain-ai.github.io/langgraph/concepts/low_level/?h=configuration#configuration).
|
||||
|
||||
2. **Extend the graph**: The core logic of the application is defined in [graph.py](./src/agent/graph.py). You can modify this file to add new nodes, edges, or change the flow of information.
|
||||
|
||||
## Development
|
||||
|
||||
While iterating on your graph in LangGraph Studio, you can edit past state and rerun your app from previous states to debug specific nodes. Local changes will be automatically applied via hot reload.
|
||||
|
||||
Follow-up requests extend the same thread. You can create an entirely new thread, clearing previous history, using the `+` button in the top right.
|
||||
|
||||
For more advanced features and examples, refer to the [LangGraph documentation](https://langchain-ai.github.io/langgraph/). These resources can help you adapt this template for your specific use case and build more sophisticated conversational agents.
|
||||
|
||||
LangGraph Studio also integrates with [LangSmith](https://smith.langchain.com/) for more in-depth tracing and collaboration with teammates, allowing you to analyze and optimize your chatbot's performance.
|
||||
|
||||
<!--
|
||||
Configuration auto-generated by `langgraph template lock`. DO NOT EDIT MANUALLY.
|
||||
{
|
||||
"config_schemas": {
|
||||
"agent": {
|
||||
"type": "object",
|
||||
"properties": {}
|
||||
}
|
||||
}
|
||||
}
|
||||
-->
|
||||
@@ -0,0 +1,65 @@
|
||||
[project]
|
||||
name = "agent"
|
||||
version = "0.0.1"
|
||||
description = "Starter template for making a new agent LangGraph."
|
||||
authors = [
|
||||
{ name = "William Fu-Hinthorn", email = "13333726+hinthornw@users.noreply.github.com" },
|
||||
]
|
||||
readme = "README.md"
|
||||
license = { text = "MIT" }
|
||||
requires-python = ">=3.9"
|
||||
dependencies = [
|
||||
"langgraph>=0.2.6",
|
||||
"python-dotenv>=1.0.1",
|
||||
]
|
||||
|
||||
|
||||
[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.setuptools]
|
||||
packages = ["langgraph.templates.agent", "agent"]
|
||||
[tool.setuptools.package-dir]
|
||||
"langgraph.templates.agent" = "src/agent"
|
||||
"agent" = "src/agent"
|
||||
|
||||
|
||||
[tool.setuptools.package-data]
|
||||
"*" = ["py.typed"]
|
||||
|
||||
[tool.ruff]
|
||||
lint.select = [
|
||||
"E", # pycodestyle
|
||||
"F", # pyflakes
|
||||
"I", # isort
|
||||
"D", # pydocstyle
|
||||
"D401", # First line should be in imperative mood
|
||||
"T201",
|
||||
"UP",
|
||||
]
|
||||
lint.ignore = [
|
||||
"UP006",
|
||||
"UP007",
|
||||
# We actually do want to import from typing_extensions
|
||||
"UP035",
|
||||
# Relax the convention by _not_ requiring documentation for every function parameter.
|
||||
"D417",
|
||||
"E501",
|
||||
]
|
||||
[tool.ruff.lint.per-file-ignores]
|
||||
"tests/*" = ["D", "UP"]
|
||||
[tool.ruff.lint.pydocstyle]
|
||||
convention = "google"
|
||||
|
||||
[dependency-groups]
|
||||
dev = [
|
||||
"anyio>=4.7.0",
|
||||
"langgraph-cli[inmem]>=0.2.8",
|
||||
"mypy>=1.13.0",
|
||||
"pytest>=8.3.5",
|
||||
"ruff>=0.8.2",
|
||||
]
|
||||
@@ -0,0 +1,8 @@
|
||||
"""New LangGraph Agent.
|
||||
|
||||
This module defines a custom graph.
|
||||
"""
|
||||
|
||||
from agent.graph import graph
|
||||
|
||||
__all__ = ["graph"]
|
||||
@@ -0,0 +1,54 @@
|
||||
"""LangGraph single-node graph template.
|
||||
|
||||
Returns a predefined response. Replace logic and configuration as needed.
|
||||
"""
|
||||
|
||||
from __future__ import annotations
|
||||
|
||||
from dataclasses import dataclass
|
||||
from typing import Any, Dict, TypedDict
|
||||
|
||||
from langchain_core.runnables import RunnableConfig
|
||||
from langgraph.graph import StateGraph
|
||||
|
||||
|
||||
class Configuration(TypedDict):
|
||||
"""Configurable parameters for the agent.
|
||||
|
||||
Set these when creating assistants OR when invoking the graph.
|
||||
See: https://langchain-ai.github.io/langgraph/cloud/how-tos/configuration_cloud/
|
||||
"""
|
||||
|
||||
my_configurable_param: str
|
||||
|
||||
|
||||
@dataclass
|
||||
class State:
|
||||
"""Input state for the agent.
|
||||
|
||||
Defines the initial structure of incoming data.
|
||||
See: https://langchain-ai.github.io/langgraph/concepts/low_level/#state
|
||||
"""
|
||||
|
||||
changeme: str = "example"
|
||||
|
||||
|
||||
async def call_model(state: State, config: RunnableConfig) -> Dict[str, Any]:
|
||||
"""Process input and returns output.
|
||||
|
||||
Can use runtime configuration to alter behavior.
|
||||
"""
|
||||
configuration = config["configurable"]
|
||||
return {
|
||||
"changeme": "output from call_model. "
|
||||
f"Configured with {configuration.get('my_configurable_param')}"
|
||||
}
|
||||
|
||||
|
||||
# Define the graph
|
||||
graph = (
|
||||
StateGraph(State, config_schema=Configuration)
|
||||
.add_node(call_model)
|
||||
.add_edge("__start__", "call_model")
|
||||
.compile(name="New Graph")
|
||||
)
|
||||
Binary file not shown.
|
After Width: | Height: | Size: 281 KiB |
@@ -0,0 +1,6 @@
|
||||
import pytest
|
||||
|
||||
|
||||
@pytest.fixture(scope="session")
|
||||
def anyio_backend():
|
||||
return "asyncio"
|
||||
@@ -0,0 +1 @@
|
||||
"""Define any integration tests you want in this directory."""
|
||||
@@ -0,0 +1,12 @@
|
||||
import pytest
|
||||
|
||||
from agent import graph
|
||||
|
||||
pytestmark = pytest.mark.anyio
|
||||
|
||||
|
||||
@pytest.mark.langsmith
|
||||
async def test_agent_simple_passthrough() -> None:
|
||||
inputs = {"changeme": "some_val"}
|
||||
res = await graph.ainvoke(inputs)
|
||||
assert res is not None
|
||||
@@ -0,0 +1 @@
|
||||
"""Define any unit tests you may want in this directory."""
|
||||
@@ -0,0 +1,9 @@
|
||||
from langgraph.pregel import Pregel
|
||||
|
||||
from agent.graph import graph
|
||||
|
||||
|
||||
def test_placeholder() -> None:
|
||||
# TODO: You can add actual unit tests
|
||||
# for your graph and other logic here.
|
||||
assert isinstance(graph, Pregel)
|
||||
Generated
+221
-269
@@ -8,9 +8,6 @@ resolution-markers = [
|
||||
"python_full_version < '3.10'",
|
||||
]
|
||||
|
||||
[options]
|
||||
prerelease-mode = "allow"
|
||||
|
||||
[[package]]
|
||||
name = "aiosqlite"
|
||||
version = "0.21.0"
|
||||
@@ -47,21 +44,6 @@ wheels = [
|
||||
{ url = "https://files.pythonhosted.org/packages/6f/12/e5e0282d673bb9746bacfb6e2dba8719989d3660cdb2ea79aee9a9651afb/anyio-4.10.0-py3-none-any.whl", hash = "sha256:60e474ac86736bbfd6f210f7a61218939c318f43f9972497381f1c5e930ed3d1", size = 107213, upload-time = "2025-08-04T08:54:24.882Z" },
|
||||
]
|
||||
|
||||
[[package]]
|
||||
name = "anyioutils"
|
||||
version = "0.7.4"
|
||||
source = { registry = "https://pypi.org/simple" }
|
||||
dependencies = [
|
||||
{ name = "anyio" },
|
||||
{ name = "exceptiongroup", marker = "python_full_version < '3.11'" },
|
||||
{ name = "outcome" },
|
||||
{ name = "typing-extensions", marker = "python_full_version < '3.10'" },
|
||||
]
|
||||
sdist = { url = "https://files.pythonhosted.org/packages/33/40/e7787902fd72716d6d08ded974a13b6a3be37a497fc824fb9b96271668fa/anyioutils-0.7.4.tar.gz", hash = "sha256:f7af67e0e84e7b47a0fae3a74f5d133f41c197f6df11e70af2f993339f0f330b", size = 15697, upload-time = "2025-08-02T11:50:54.408Z" }
|
||||
wheels = [
|
||||
{ url = "https://files.pythonhosted.org/packages/1b/3d/82f030a05365b12cc8028ed6355941ac94634dd7aaab6004f5f9ba71db56/anyioutils-0.7.4-py3-none-any.whl", hash = "sha256:e5689d131ba1942065426d2b28b7f2d66364c17bf8522c4c38d80fa3c1f5d031", size = 14840, upload-time = "2025-08-02T11:50:52.922Z" },
|
||||
]
|
||||
|
||||
[[package]]
|
||||
name = "appnope"
|
||||
version = "0.1.4"
|
||||
@@ -76,19 +58,49 @@ name = "argon2-cffi"
|
||||
version = "25.1.0"
|
||||
source = { registry = "https://pypi.org/simple" }
|
||||
dependencies = [
|
||||
{ name = "argon2-cffi-bindings" },
|
||||
{ name = "argon2-cffi-bindings", version = "21.2.0", source = { registry = "https://pypi.org/simple" }, marker = "python_full_version >= '3.14'" },
|
||||
{ name = "argon2-cffi-bindings", version = "25.1.0", source = { registry = "https://pypi.org/simple" }, marker = "python_full_version < '3.14'" },
|
||||
]
|
||||
sdist = { url = "https://files.pythonhosted.org/packages/0e/89/ce5af8a7d472a67cc819d5d998aa8c82c5d860608c4db9f46f1162d7dab9/argon2_cffi-25.1.0.tar.gz", hash = "sha256:694ae5cc8a42f4c4e2bf2ca0e64e51e23a040c6a517a85074683d3959e1346c1", size = 45706, upload-time = "2025-06-03T06:55:32.073Z" }
|
||||
wheels = [
|
||||
{ url = "https://files.pythonhosted.org/packages/4f/d3/a8b22fa575b297cd6e3e3b0155c7e25db170edf1c74783d6a31a2490b8d9/argon2_cffi-25.1.0-py3-none-any.whl", hash = "sha256:fdc8b074db390fccb6eb4a3604ae7231f219aa669a2652e0f20e16ba513d5741", size = 14657, upload-time = "2025-06-03T06:55:30.804Z" },
|
||||
]
|
||||
|
||||
[[package]]
|
||||
name = "argon2-cffi-bindings"
|
||||
version = "21.2.0"
|
||||
source = { registry = "https://pypi.org/simple" }
|
||||
resolution-markers = [
|
||||
"python_full_version >= '3.14'",
|
||||
]
|
||||
dependencies = [
|
||||
{ name = "cffi", marker = "python_full_version >= '3.14'" },
|
||||
]
|
||||
sdist = { url = "https://files.pythonhosted.org/packages/b9/e9/184b8ccce6683b0aa2fbb7ba5683ea4b9c5763f1356347f1312c32e3c66e/argon2-cffi-bindings-21.2.0.tar.gz", hash = "sha256:bb89ceffa6c791807d1305ceb77dbfacc5aa499891d2c55661c6459651fc39e3", size = 1779911, upload-time = "2021-12-01T08:52:55.68Z" }
|
||||
wheels = [
|
||||
{ url = "https://files.pythonhosted.org/packages/d4/13/838ce2620025e9666aa8f686431f67a29052241692a3dd1ae9d3692a89d3/argon2_cffi_bindings-21.2.0-cp36-abi3-macosx_10_9_x86_64.whl", hash = "sha256:ccb949252cb2ab3a08c02024acb77cfb179492d5701c7cbdbfd776124d4d2367", size = 29658, upload-time = "2021-12-01T09:09:17.016Z" },
|
||||
{ url = "https://files.pythonhosted.org/packages/b3/02/f7f7bb6b6af6031edb11037639c697b912e1dea2db94d436e681aea2f495/argon2_cffi_bindings-21.2.0-cp36-abi3-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:9524464572e12979364b7d600abf96181d3541da11e23ddf565a32e70bd4dc0d", size = 80583, upload-time = "2021-12-01T09:09:19.546Z" },
|
||||
{ url = "https://files.pythonhosted.org/packages/ec/f7/378254e6dd7ae6f31fe40c8649eea7d4832a42243acaf0f1fff9083b2bed/argon2_cffi_bindings-21.2.0-cp36-abi3-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:b746dba803a79238e925d9046a63aa26bf86ab2a2fe74ce6b009a1c3f5c8f2ae", size = 86168, upload-time = "2021-12-01T09:09:21.445Z" },
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||||
{ url = "https://files.pythonhosted.org/packages/74/f6/4a34a37a98311ed73bb80efe422fed95f2ac25a4cacc5ae1d7ae6a144505/argon2_cffi_bindings-21.2.0-cp36-abi3-manylinux_2_5_i686.manylinux1_i686.manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:58ed19212051f49a523abb1dbe954337dc82d947fb6e5a0da60f7c8471a8476c", size = 82709, upload-time = "2021-12-01T09:09:18.182Z" },
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||||
{ url = "https://files.pythonhosted.org/packages/74/2b/73d767bfdaab25484f7e7901379d5f8793cccbb86c6e0cbc4c1b96f63896/argon2_cffi_bindings-21.2.0-cp36-abi3-musllinux_1_1_aarch64.whl", hash = "sha256:bd46088725ef7f58b5a1ef7ca06647ebaf0eb4baff7d1d0d177c6cc8744abd86", size = 83613, upload-time = "2021-12-01T09:09:22.741Z" },
|
||||
{ url = "https://files.pythonhosted.org/packages/4f/fd/37f86deef67ff57c76f137a67181949c2d408077e2e3dd70c6c42912c9bf/argon2_cffi_bindings-21.2.0-cp36-abi3-musllinux_1_1_i686.whl", hash = "sha256:8cd69c07dd875537a824deec19f978e0f2078fdda07fd5c42ac29668dda5f40f", size = 84583, upload-time = "2021-12-01T09:09:24.177Z" },
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||||
{ url = "https://files.pythonhosted.org/packages/6f/52/5a60085a3dae8fded8327a4f564223029f5f54b0cb0455a31131b5363a01/argon2_cffi_bindings-21.2.0-cp36-abi3-musllinux_1_1_x86_64.whl", hash = "sha256:f1152ac548bd5b8bcecfb0b0371f082037e47128653df2e8ba6e914d384f3c3e", size = 88475, upload-time = "2021-12-01T09:09:26.673Z" },
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||||
{ url = "https://files.pythonhosted.org/packages/8b/95/143cd64feb24a15fa4b189a3e1e7efbaeeb00f39a51e99b26fc62fbacabd/argon2_cffi_bindings-21.2.0-cp36-abi3-win32.whl", hash = "sha256:603ca0aba86b1349b147cab91ae970c63118a0f30444d4bc80355937c950c082", size = 27698, upload-time = "2021-12-01T09:09:27.87Z" },
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|
||||
**deprecated_kwargs: Any,
|
||||
) -> CompiledStateGraph:
|
||||
"""Creates an agent graph that calls tools in a loop until a stopping condition is met.
|
||||
@@ -518,6 +529,12 @@ def create_react_agent(
|
||||
f"Invalid version {version}. Supported versions are 'v1' and 'v2'."
|
||||
)
|
||||
|
||||
if message_version is None:
|
||||
if isinstance(model, BaseChatModelV1):
|
||||
message_version = "v1"
|
||||
else:
|
||||
message_version = "v0"
|
||||
|
||||
message_constructor: Union[type[AIMessageV0], type[AIMessageV1]]
|
||||
if message_version == "v0":
|
||||
message_constructor = AIMessageV0
|
||||
@@ -534,11 +551,14 @@ def create_react_agent(
|
||||
raise ValueError(f"Missing required key(s) {missing_keys} in state_schema")
|
||||
|
||||
if state_schema is None:
|
||||
state_schema = (
|
||||
AgentStateWithStructuredResponse
|
||||
if response_format is not None
|
||||
else AgentState
|
||||
)
|
||||
if message_version == "v1":
|
||||
state_schema = AgentStateV1
|
||||
else:
|
||||
state_schema = (
|
||||
AgentStateWithStructuredResponse
|
||||
if response_format is not None
|
||||
else AgentState
|
||||
)
|
||||
|
||||
llm_builtin_tools: list[dict] = []
|
||||
if isinstance(tools, ToolNode):
|
||||
@@ -676,11 +696,6 @@ def create_react_agent(
|
||||
else:
|
||||
response = static_model.invoke(model_input, config) # type: ignore[union-attr]
|
||||
|
||||
if message_version == "v0":
|
||||
response = cast(AIMessageV0, response)
|
||||
else:
|
||||
response = cast(AIMessageV1, response)
|
||||
|
||||
# Type assertion to help mypy understand the response type
|
||||
assert isinstance(response, (AIMessageV0, AIMessageV1))
|
||||
|
||||
|
||||
Generated
+11
-47
@@ -1,23 +1,16 @@
|
||||
version = 1
|
||||
revision = 2
|
||||
requires-python = ">=3.9"
|
||||
resolution-markers = [
|
||||
"python_full_version >= '3.10'",
|
||||
"python_full_version < '3.10'",
|
||||
]
|
||||
|
||||
[options]
|
||||
prerelease-mode = "allow"
|
||||
|
||||
[[package]]
|
||||
name = "anyio"
|
||||
version = "4.10.0"
|
||||
source = { registry = "https://pypi.org/simple" }
|
||||
dependencies = [
|
||||
{ name = "exceptiongroup", marker = "python_full_version < '3.10'" },
|
||||
{ name = "idna", marker = "python_full_version < '3.10'" },
|
||||
{ name = "sniffio", marker = "python_full_version < '3.10'" },
|
||||
{ name = "typing-extensions", marker = "python_full_version < '3.10'" },
|
||||
{ name = "exceptiongroup", marker = "python_full_version < '3.11'" },
|
||||
{ name = "idna" },
|
||||
{ name = "sniffio" },
|
||||
{ name = "typing-extensions", marker = "python_full_version < '3.13'" },
|
||||
]
|
||||
sdist = { url = "https://files.pythonhosted.org/packages/f1/b4/636b3b65173d3ce9a38ef5f0522789614e590dab6a8d505340a4efe4c567/anyio-4.10.0.tar.gz", hash = "sha256:3f3fae35c96039744587aa5b8371e7e8e603c0702999535961dd336026973ba6", size = 213252, upload-time = "2025-08-04T08:54:26.451Z" }
|
||||
wheels = [
|
||||
@@ -92,8 +85,8 @@ name = "httpcore"
|
||||
version = "1.0.9"
|
||||
source = { registry = "https://pypi.org/simple" }
|
||||
dependencies = [
|
||||
{ name = "certifi", marker = "python_full_version < '3.10'" },
|
||||
{ name = "h11", marker = "python_full_version < '3.10'" },
|
||||
{ name = "certifi" },
|
||||
{ name = "h11" },
|
||||
]
|
||||
sdist = { url = "https://files.pythonhosted.org/packages/06/94/82699a10bca87a5556c9c59b5963f2d039dbd239f25bc2a63907a05a14cb/httpcore-1.0.9.tar.gz", hash = "sha256:6e34463af53fd2ab5d807f399a9b45ea31c3dfa2276f15a2c3f00afff6e176e8", size = 85484, upload-time = "2025-04-24T22:06:22.219Z" }
|
||||
wheels = [
|
||||
@@ -104,36 +97,17 @@ wheels = [
|
||||
name = "httpx"
|
||||
version = "0.28.1"
|
||||
source = { registry = "https://pypi.org/simple" }
|
||||
resolution-markers = [
|
||||
"python_full_version < '3.10'",
|
||||
]
|
||||
dependencies = [
|
||||
{ name = "anyio", marker = "python_full_version < '3.10'" },
|
||||
{ name = "certifi", marker = "python_full_version < '3.10'" },
|
||||
{ name = "httpcore", marker = "python_full_version < '3.10'" },
|
||||
{ name = "idna", marker = "python_full_version < '3.10'" },
|
||||
{ name = "anyio" },
|
||||
{ name = "certifi" },
|
||||
{ name = "httpcore" },
|
||||
{ name = "idna" },
|
||||
]
|
||||
sdist = { url = "https://files.pythonhosted.org/packages/b1/df/48c586a5fe32a0f01324ee087459e112ebb7224f646c0b5023f5e79e9956/httpx-0.28.1.tar.gz", hash = "sha256:75e98c5f16b0f35b567856f597f06ff2270a374470a5c2392242528e3e3e42fc", size = 141406, upload-time = "2024-12-06T15:37:23.222Z" }
|
||||
wheels = [
|
||||
{ url = "https://files.pythonhosted.org/packages/2a/39/e50c7c3a983047577ee07d2a9e53faf5a69493943ec3f6a384bdc792deb2/httpx-0.28.1-py3-none-any.whl", hash = "sha256:d909fcccc110f8c7faf814ca82a9a4d816bc5a6dbfea25d6591d6985b8ba59ad", size = 73517, upload-time = "2024-12-06T15:37:21.509Z" },
|
||||
]
|
||||
|
||||
[[package]]
|
||||
name = "httpx"
|
||||
version = "1.0.dev2"
|
||||
source = { registry = "https://pypi.org/simple" }
|
||||
resolution-markers = [
|
||||
"python_full_version >= '3.10'",
|
||||
]
|
||||
dependencies = [
|
||||
{ name = "h11", marker = "python_full_version >= '3.10'" },
|
||||
{ name = "truststore", marker = "python_full_version >= '3.10'" },
|
||||
]
|
||||
sdist = { url = "https://files.pythonhosted.org/packages/ff/35/70f38e64878f0db8ac8399f7644e921215660abd3eb92aadab3f96d551cc/httpx-1.0.dev2.tar.gz", hash = "sha256:750cdaadcea652142b8be0558218fcb4c4a44a846976d35eae280f18ef07122f", size = 889787, upload-time = "2025-08-04T16:41:27.897Z" }
|
||||
wheels = [
|
||||
{ url = "https://files.pythonhosted.org/packages/64/41/040868194820a2259b0c818a3ac26d57361581ceba3da9f37c83d3bbba67/httpx-1.0.dev2-py3-none-any.whl", hash = "sha256:8227e9aa0a954aeca64fd80488c4709d04b907136e73fefb77c11fae387f1f67", size = 30554, upload-time = "2025-08-04T16:41:09.446Z" },
|
||||
]
|
||||
|
||||
[[package]]
|
||||
name = "idna"
|
||||
version = "3.10"
|
||||
@@ -157,8 +131,7 @@ name = "langgraph-sdk"
|
||||
version = "0.2.0"
|
||||
source = { editable = "." }
|
||||
dependencies = [
|
||||
{ name = "httpx", version = "0.28.1", source = { registry = "https://pypi.org/simple" }, marker = "python_full_version < '3.10'" },
|
||||
{ name = "httpx", version = "1.0.dev2", source = { registry = "https://pypi.org/simple" }, marker = "python_full_version >= '3.10'" },
|
||||
{ name = "httpx" },
|
||||
{ name = "orjson" },
|
||||
]
|
||||
|
||||
@@ -505,15 +478,6 @@ wheels = [
|
||||
{ url = "https://files.pythonhosted.org/packages/6e/c2/61d3e0f47e2b74ef40a68b9e6ad5984f6241a942f7cd3bbfbdbd03861ea9/tomli-2.2.1-py3-none-any.whl", hash = "sha256:cb55c73c5f4408779d0cf3eef9f762b9c9f147a77de7b258bef0a5628adc85cc", size = 14257, upload-time = "2024-11-27T22:38:35.385Z" },
|
||||
]
|
||||
|
||||
[[package]]
|
||||
name = "truststore"
|
||||
version = "0.10.0"
|
||||
source = { registry = "https://pypi.org/simple" }
|
||||
sdist = { url = "https://files.pythonhosted.org/packages/01/a8/cdcf418e067b8ae539012a3f1a51f90b30b26f5e1952a8f60304396babbc/truststore-0.10.0.tar.gz", hash = "sha256:5da347c665714fdfbd46f738c823fe9f0d8775e41ac5fb94f325749091187896", size = 24810, upload-time = "2024-10-23T22:11:21.193Z" }
|
||||
wheels = [
|
||||
{ url = "https://files.pythonhosted.org/packages/d1/c9/bab5a5dda14af36fe31e2215f0f87bf34408951972fa7220055926dab2e0/truststore-0.10.0-py3-none-any.whl", hash = "sha256:b3798548e421ffe2ca2a6217cca49e7a17baf40b72d86a5505dc7d701e77d15b", size = 18231, upload-time = "2024-10-23T22:11:19.72Z" },
|
||||
]
|
||||
|
||||
[[package]]
|
||||
name = "typing-extensions"
|
||||
version = "4.14.1"
|
||||
|
||||
Reference in New Issue
Block a user