Bumps [anyio](https://github.com/agronholm/anyio) from 4.14.2 to 4.15.1. <details> <summary>Release notes</summary> <p><em>Sourced from <a href="https://github.com/agronholm/anyio/releases">anyio's releases</a>.</em></p> <blockquote> <h2>4.15.1</h2> <ul> <li>Implemented a compatibility fix for supporting direct access of <code>anyio.*</code> submodules from the main package even when those submodules were not directly imported first (<!-- raw HTML omitted --><a href="https://redirect.github.com/agronholm/anyio/issues/1311">#1311</a> <<a href="https://redirect.github.com/agronholm/anyio/issues/1311%5C%3E">agronholm/anyio#1311</a><!-- raw HTML omitted -->)</li> </ul> <h2>4.15.0</h2> <ul> <li> <p>Added support for the newer keyword-only arguments on <code>anyio.Path</code> methods to match the standard library <code>pathlib.Path</code>:</p> <ul> <li><code>follow_symlinks</code> on <code>exists()</code> (Python 3.12+)</li> <li><code>follow_symlinks</code> on <code>is_dir()</code> (Python 3.13+)</li> <li><code>follow_symlinks</code> on <code>is_file()</code> (Python 3.13+)</li> <li><code>follow_symlinks</code> on <code>owner()</code> (Python 3.13+)</li> <li><code>follow_symlinks</code> on <code>group()</code> (Python 3.13+)</li> <li><code>newline</code> on <code>read_text()</code> (Python 3.13+)</li> </ul> <p>(<a href="https://redirect.github.com/agronholm/anyio/pull/1286">#1286</a>, <a href="https://redirect.github.com/agronholm/anyio/pull/1293">#1293</a>; PR by <a href="https://github.com/jaideeppyne"><code>@jaideeppyne</code></a>)</p> </li> <li> <p>Added <code>amap</code>, <code>gather</code>, and <code>as_completed</code> utility functions to simplify common patterns (<a href="https://redirect.github.com/agronholm/anyio/pull/1173">#1173</a>; PR by <a href="https://github.com/Graeme22"><code>@Graeme22</code></a>)</p> </li> <li> <p>Added <code>--anyio-mode</code> command-line option as an alternative to the <code>anyio_mode</code> ini setting, and fix the pytest plugin's auto mode detection to recognize the mode when set via either mechanism(e.g: <code>pytest_asyncio</code>). (<a href="https://redirect.github.com/agronholm/anyio/pull/1242">#1242</a>; PR by <a href="https://github.com/EmmanuelNiyonshuti"><code>@EmmanuelNiyonshuti</code></a>)</p> </li> <li> <p>Added the <code>anyio.Future</code> synchronization primitive which behaves similar to <code>asyncio.Future</code>, allowing tasks to wait for a value (or exception) from another task (<a href="https://redirect.github.com/agronholm/anyio/pull/1146">#1146</a>; PR by <a href="https://github.com/Vizonex"><code>@Vizonex</code></a>)</p> </li> <li> <p>Added guidance for managing multiple memory object stream producers and consumers with cloned streams (<a href="https://redirect.github.com/agronholm/anyio/issues/330">#330</a>; PR by <a href="https://github.com/nightcityblade"><code>@nightcityblade</code></a>)</p> </li> <li> <p>Added <code>StapledObjectStream.send_nowait()</code> that delegates to the underlying <code>ObjectSendStream</code>, if it implements it (<a href="https://redirect.github.com/agronholm/anyio/pull/1241">#1241</a>; PR by <a href="https://github.com/davidbrochart"><code>@davidbrochart</code></a>)</p> </li> <li> <p>Added the <code>move_on_at()</code> and <code>fail_at()</code> functions to complement <code>move_on_after()</code> and <code>fail_after()</code></p> </li> <li> <p>Changed the default name for a task spawned with <code>TaskGroup.create_task(func())</code> to match the default task name for the analogous task spawned with <code>TaskGroup.start_soon(func)</code> or <code>TaskGroup.start(func)</code> in more situations. Previously, the default name of a <code>TaskGroup.create_task</code> task never included the module name. (The default name for a task spawned with <code>TaskGroup.start_soon</code> or <code>TaskGroup.start</code> typically includes the module name.) (<a href="https://redirect.github.com/agronholm/anyio/pull/1234">#1234</a>; PR by <a href="https://github.com/gschaffner"><code>@gschaffner</code></a>)</p> </li> <li> <p>Changed the <code>anyio</code> and <code>anyio.abc</code> modules to lazily (much like <code>810</code>) import the necessary submodules. This is done by parsing the AST of the module and building a lookup table from the <code>if TYPE_CHECKING:</code> block. A fallback mode has been provided for installations where the source code is unavailable (e.g. PyInstaller). (<a href="https://redirect.github.com/agronholm/anyio/pull/1169">#1169</a>)</p> </li> <li> <p>Fixed free-threading compatibility issues arising from the fact that on Python 3.14 free-threading builds, newly created threads inherit the current context by default, causing AnyIO to behave erroneously in relation to <code>start_blocking_portal()</code> and <code>anyio.to_thread.run_sync()</code> (<a href="https://redirect.github.com/agronholm/anyio/pull/1224">#1224</a>; PR by <a href="https://github.com/EmmanuelNiyonshuti"><code>@EmmanuelNiyonshuti</code></a>)</p> </li> <li> <p>Fixed <code>SpooledTemporaryFile.readinto()</code> and <code>readinto1()</code> reading twice before rollover, so the destination buffer was overwritten by the second read and the file position advanced twice, silently losing data (<a href="https://redirect.github.com/agronholm/anyio/pull/1215">#1215</a>; PR by <a href="https://github.com/c-tonneslan"><code>@c-tonneslan</code></a>)</p> </li> <li> <p>Added a <code>reason</code> parameter to <code>fail_after</code> (and the new <code>fail_at</code>) allowing for added exception context when raising <code>TimeoutError</code> (<a href="https://redirect.github.com/agronholm/anyio/pull/1227">#1227</a>; PR by <a href="https://github.com/Graeme22"><code>@Graeme22</code></a>)</p> </li> <li> <p>Fixed the default <code>TaskHandle.name</code> missing part of the task name for tasks started with <code>TaskGroup.start</code> on Trio (<a href="https://redirect.github.com/agronholm/anyio/issues/1231">#1231</a>; PR by <a href="https://github.com/gschaffner"><code>@gschaffner</code></a>)</p> </li> <li> <p>Fixed <code>anyio.run</code> leaking, or at least, delaying collection of loop and root_task due to the root task being cached in a <code>RunVar</code>. (<a href="https://redirect.github.com/agronholm/anyio/issues/1203">#1203</a>; PR by <a href="https://github.com/tapetersen"><code>@tapetersen</code></a>)</p> </li> <li> <p>Fixed <code>anyio.Path.with_stem()</code> silently producing a wrong path (e.g. <code>Path(".txt")</code>) instead of raising <code>ValueError</code> when given an empty stem on a path with a non-empty suffix, unlike <code>pathlib.PurePath.with_stem</code> (<a href="https://redirect.github.com/agronholm/anyio/pull/1200">#1200</a>; PR by <a href="https://github.com/Sanjays2402"><code>@Sanjays2402</code></a>)</p> </li> <li> <p>Fixed <code>UNIXSocketStream.aclose()</code> raising <code>asyncio.InvalidStateError</code> when a concurrent receive or send operation had just been cancelled on the asyncio backend (<a href="https://redirect.github.com/agronholm/anyio/issues/1267">#1267</a>; PR by <a href="https://github.com/alloutflo"><code>@alloutflo</code></a>)</p> </li> <li> <p>Fixed the pytest plugin importing the deprecated <code>_pytest.python.CallSpec2</code> alias, which triggers <code>PytestRemovedIn10Warning</code> on <code>pytest>=9.2</code> and crashes pytest at startup when <code>filterwarnings = error</code> is configured (<a href="https://redirect.github.com/agronholm/anyio/issues/1271">#1271</a>; PR by <a href="https://github.com/matthewfeickert"><code>@matthewfeickert</code></a>)</p> </li> <li> <p>Fixed an asyncio worker thread race that could raise <code>RuntimeError</code> when the event loop closed between checking its state and scheduling the worker result (<a href="https://redirect.github.com/agronholm/anyio/issues/1265">#1265</a>; PR by <a href="https://github.com/hansu650"><code>@hansu650</code></a>)</p> </li> <li> <p>Fixed <code>CapacityLimiter</code> on the asyncio backend over-granting tokens when <code>total_tokens</code> was raised while the limiter was over-subscribed (<a href="https://redirect.github.com/agronholm/anyio/pull/1223">#1223</a>; PR by <a href="https://github.com/zelinewang"><code>@zelinewang</code></a>)</p> </li> </ul> <!-- raw HTML omitted --> </blockquote> <p>... (truncated)</p> </details> <details> <summary>Commits</summary> <ul> <li><a href="https://github.com/agronholm/anyio/commit/ffcd1542cd6d127980205f90a0100078849dd703"><code>ffcd154</code></a> Bumped up the version</li> <li><a href="https://github.com/agronholm/anyio/commit/0ecf5ed98d294242509b043ebd1a0843e52d892f"><code>0ecf5ed</code></a> Added a workaround for third party code accessing unimported submodules (<a href="https://redirect.github.com/agronholm/anyio/issues/1309">#1309</a>)</li> <li><a href="https://github.com/agronholm/anyio/commit/928366259543412a2deb1e2ba09ea45ffa92ef4f"><code>9283662</code></a> Bumped up the version</li> <li><a href="https://github.com/agronholm/anyio/commit/d137692a90f76e4f71605e32ea5ca94cab3a539d"><code>d137692</code></a> Improved the instructions for AI agents</li> <li><a href="https://github.com/agronholm/anyio/commit/033fc52b8fa8e90c5d0ef24b10b3860e974a6265"><code>033fc52</code></a> Shield TemporaryDirectory cleanup from cancellation (<a href="https://redirect.github.com/agronholm/anyio/issues/1304">#1304</a>)</li> <li><a href="https://github.com/agronholm/anyio/commit/942e9a6552cc10b5aaa779d84bfc8e2c3d5fcffc"><code>942e9a6</code></a> [pre-commit.ci] pre-commit autoupdate (<a href="https://redirect.github.com/agronholm/anyio/issues/1305">#1305</a>)</li> <li><a href="https://github.com/agronholm/anyio/commit/b825c3be7cb4ca1a8000b8065d4e147843deb704"><code>b825c3b</code></a> Fixed pyproject.toml changes not triggering the test suite</li> <li><a href="https://github.com/agronholm/anyio/commit/9727dc504681e2986b5bc285de9571fb467539af"><code>9727dc5</code></a> Fixed start inconsistencies between trio and asyncio (<a href="https://redirect.github.com/agronholm/anyio/issues/1198">#1198</a>)</li> <li><a href="https://github.com/agronholm/anyio/commit/b05fe6d160a640355c201363cab286a7d2581da8"><code>b05fe6d</code></a> Fixed wrong type in move_on_after (<a href="https://redirect.github.com/agronholm/anyio/issues/1297">#1297</a>)</li> <li><a href="https://github.com/agronholm/anyio/commit/44d0c93cc20079acbf38ba4dbed5ab9df323f153"><code>44d0c93</code></a> Fixed asyncio task group coroutine cleanup (<a href="https://redirect.github.com/agronholm/anyio/issues/1275">#1275</a>)</li> <li>Additional commits viewable in <a href="https://github.com/agronholm/anyio/compare/4.14.2...4.15.1">compare view</a></li> </ul> </details> <br /> [](https://docs.github.com/en/github/managing-security-vulnerabilities/about-dependabot-security-updates#about-compatibility-scores) Dependabot will resolve any conflicts with this PR as long as you don't alter it yourself. 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The agent engineering platform.
LangChain is a framework for building agents and LLM-powered applications. It helps you chain together interoperable components and third-party integrations to simplify AI application development — all while future-proofing decisions as the underlying technology evolves.
Tip
Just getting started? Check out Deep Agents — a higher-level package built on LangChain for agents that have built-in capabilities for common usage patterns such as planning, subagents, file system usage, and more.
Quickstart
uv add langchain
from langchain.chat_models import init_chat_model
model = init_chat_model("openai:gpt-5.5")
result = model.invoke("Hello, world!")
If you're looking for more advanced customization or agent orchestration, check out LangGraph, our framework for building controllable agent workflows.
For an equivalent JS/TS library, check out LangChain.js.
Tip
For developing, debugging, and deploying AI agents and LLM applications, see LangSmith.
LangChain ecosystem
While the LangChain framework can be used standalone, it also integrates seamlessly with any LangChain product, giving developers a full suite of tools when building LLM applications.
- Deep Agents — Build agents that can plan, use subagents, and leverage file systems for complex tasks
- LangGraph — Build agents that can reliably handle complex tasks with our low-level agent orchestration framework
- Integrations — Chat & embedding models, tools & toolkits, and more
- LangSmith — Agent evals, observability, and debugging for LLM apps
- LangSmith Deployment — Deploy and scale agents with a purpose-built platform for long-running, stateful workflows
Why use LangChain?
LangChain helps developers build applications powered by LLMs through a standard interface for models, embeddings, vector stores, and more.
- Real-time data augmentation — Easily connect LLMs to diverse data sources and external/internal systems, drawing from LangChain's vast library of integrations with model providers, tools, vector stores, retrievers, and more
- Model interoperability — Swap models in and out as your engineering team experiments to find the best choice for your application's needs. As the industry frontier evolves, adapt quickly — LangChain's abstractions keep you moving without losing momentum
- Rapid prototyping — Quickly build and iterate on LLM applications with LangChain's modular, component-based architecture. Test different approaches and workflows without rebuilding from scratch, accelerating your development cycle
- Production-ready features — Deploy reliable applications with built-in support for monitoring, evaluation, and debugging through integrations like LangSmith. Scale with confidence using battle-tested patterns and best practices
- Vibrant community and ecosystem — Leverage a rich ecosystem of integrations, templates, and community-contributed components. Benefit from continuous improvements and stay up-to-date with the latest AI developments through an active open-source community
- Flexible abstraction layers — Work at the level of abstraction that suits your needs — from high-level chains for quick starts to low-level components for fine-grained control. LangChain grows with your application's complexity
Resources
- Documentation — conceptual overviews and guides
- LangChain ecosystem overview — how LangChain, LangGraph, and Deep Agents fit together
- API reference — complete reference for all public classes, functions, and types
- Discussions — community forum for technical questions, ideas, and feedback
- LangChain Academy — comprehensive, free courses on LangChain libraries and products, made by the LangChain team
- Contributing Guide — how to contribute and find good first issues
- Code of Conduct — community guidelines and standards