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Python Documentation Search

A document search assistant integrated with Claude AI. It enhances Claude's document retrieval capabilities through the MCP server and supports intelligent search and explanation of documents for multiple AI/ML libraries.
2 points
13

What is the Claude AI Document Assistant?

The Claude AI Document Assistant is a tool built by integrating Claude's powerful AI reasoning capabilities with a document search engine. It can help you quickly find the official documentation of programming libraries and generate easy-to-understand explanations.

How to use the Claude AI Document Assistant?

Just start the server and connect to the Claude desktop application, then you can start asking questions. For example, you can request usage instructions for a specific library.

Applicable Scenarios

Suitable for developers and technical personnel who need to quickly find documentation for AI/ML libraries, such as LangChain and LlamaIndex.

Main Features

Intelligent Document SearchSupports document search across multiple AI/ML libraries, such as LangChain, LlamaIndex, and OpenAI.
Claude IntegrationSeamlessly connects to Claude's advanced reasoning capabilities to provide accurate and easy-to-understand answers.
Fast Response TimeThe optimized system ensures quick query processing and improves the user experience.

Advantages and Limitations

Advantages
Powerful document search function
Supports multiple mainstream AI frameworks
Quickly obtain technical answers
Limitations
Depends on external APIs (such as Serper)
Requires configuration of environment variables and API keys
Has certain requirements for network stability

How to Use

Install the Claude AI Document Assistant
Clone the project repository and install the required dependencies.
Configure Environment Variables
Create a `.env` file and add your Serper API key.
Start the MCP Server
Run the main script to start the server.
Connect to the Claude Desktop Application
Add the local tool in the Claude desktop application and connect to the server.

Usage Examples

Example 1: Query LangChain DocumentationAsk how to use FAISS with LangChain.
Example 2: Query LlamaIndex DocumentationRequest an explanation of the VectorStore interface in LlamaIndex.

Frequently Asked Questions

Which libraries does the Claude AI Document Assistant support?
How to add a new document source?
What should I do if I encounter a connection failure?

Related Resources

Claude Official Website
Learn more features of Claude.
Serper API Documentation
The usage guide for the Serper API.
GitHub Repository
View the open-source code of the Claude AI Document Assistant.
Installation
Copy the following command to your Client for configuration
Note: Your key is sensitive information, do not share it with anyone.
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