From 7db9e606018cd6a4676cfff863cb65500382e131 Mon Sep 17 00:00:00 2001 From: mishraravibhushan <39488591+mishraravibhushan@users.noreply.github.com> Date: Mon, 11 Aug 2025 23:02:28 +0530 Subject: [PATCH] docs(docs): fix grammar, capitalization, and style issues across documentation (#32503) MIME-Version: 1.0 Content-Type: text/plain; charset=UTF-8 Content-Transfer-Encoding: 8bit **Changes made:** - Fix 'Async programming with langchain' → 'Async programming with LangChain' - Fix 'Langchain asynchronous APIs' → 'LangChain asynchronous APIs' - Fix 'How to: init any model' → 'How to: initialize any model' - Fix 'async programming with Langchain' → 'async programming with LangChain' - Fix 'How to propagate callbacks constructor' → 'How to propagate callbacks to the constructor' - Fix 'How to add a semantic layer over graph database' → 'How to add a semantic layer over a graph database' - Fix 'Build a Question/Answering system' → 'Build a Question-Answering system' **Why is this change needed?** - Improves documentation clarity and readability - Maintains consistent LangChain branding throughout the docs - Fixes grammar issues that could confuse users - Follows proper documentation standards **Files changed:** - `docs/docs/concepts/async.mdx` - `docs/docs/concepts/tools.mdx` - `docs/docs/how_to/index.mdx` - `docs/docs/how_to/callbacks_constructor.ipynb` - `docs/docs/how_to/graph_semantic.ipynb` - `docs/docs/tutorials/sql_qa.ipynb` **Issue:** N/A (documentation improvements) **Dependencies:** None **Twitter handle:** https://x.com/mishraravibhush Co-authored-by: Mason Daugherty --- docs/docs/concepts/async.mdx | 4 ++-- docs/docs/concepts/tools.mdx | 2 +- docs/docs/how_to/index.mdx | 2 +- 3 files changed, 4 insertions(+), 4 deletions(-) diff --git a/docs/docs/concepts/async.mdx b/docs/docs/concepts/async.mdx index 8e8a3de9a36..eea2a1d75b5 100644 --- a/docs/docs/concepts/async.mdx +++ b/docs/docs/concepts/async.mdx @@ -1,4 +1,4 @@ -# Async programming with langchain +# Async programming with LangChain :::info Prerequisites * [Runnable interface](/docs/concepts/runnables) @@ -12,7 +12,7 @@ You are expected to be familiar with asynchronous programming in Python before r This guide specifically focuses on what you need to know to work with LangChain in an asynchronous context, assuming that you are already familiar with asynchronous programming. ::: -## Langchain asynchronous APIs +## LangChain asynchronous APIs Many LangChain APIs are designed to be asynchronous, allowing you to build efficient and responsive applications. diff --git a/docs/docs/concepts/tools.mdx b/docs/docs/concepts/tools.mdx index 7879ec2f19d..a3cf3872cfd 100644 --- a/docs/docs/concepts/tools.mdx +++ b/docs/docs/concepts/tools.mdx @@ -31,7 +31,7 @@ The key attributes that correspond to the tool's **schema**: The key methods to execute the function associated with the **tool**: - **invoke**: Invokes the tool with the given arguments. -- **ainvoke**: Invokes the tool with the given arguments, asynchronously. Used for [async programming with Langchain](/docs/concepts/async). +- **ainvoke**: Invokes the tool with the given arguments, asynchronously. Used for [async programming with LangChain](/docs/concepts/async). ## Create tools using the `@tool` decorator diff --git a/docs/docs/how_to/index.mdx b/docs/docs/how_to/index.mdx index 04e587a3276..673b71c18d5 100644 --- a/docs/docs/how_to/index.mdx +++ b/docs/docs/how_to/index.mdx @@ -34,7 +34,7 @@ These are the core building blocks you can use when building applications. [Chat Models](/docs/concepts/chat_models) are newer forms of language models that take messages in and output a message. See [supported integrations](/docs/integrations/chat/) for details on getting started with chat models from a specific provider. -- [How to: init any model in one line](/docs/how_to/chat_models_universal_init/) +- [How to: initialize any model in one line](/docs/how_to/chat_models_universal_init/) - [How to: work with local models](/docs/how_to/local_llms) - [How to: do function/tool calling](/docs/how_to/tool_calling) - [How to: get models to return structured output](/docs/how_to/structured_output)