LibraryAI
by YELANDAOKONG
LibraryAI is an AI knowledge base and data processing program. It provides tools for text chunking, vectorization, and searching within vector databases, along with MCP protocol support.
Last updated: N/A
What is LibraryAI?
LibraryAI is a suite of tools and libraries designed for AI knowledge base management and data processing. It includes components for text chunking, vectorization, search, and MCP protocol support, facilitating the integration of AI with vector databases.
How to use LibraryAI?
The project is structured into several modules. ConsoleAI handles text processing and vector database interaction. ConsoleMCP provides MCP protocol support. ConsoleMCPWrapper is a debugging tool. LibraryAI is the core library shared across modules. ProxyAI (not yet implemented) aims to integrate OpenAI API. LibraryAIDebugger is for testing core library functionalities. Refer to each module's documentation for specific usage instructions.
Key features of LibraryAI
Text chunking for vector databases
Vectorization of text data
Search capabilities within vector databases
MCP protocol support
Modular design with reusable components
Debugging tools
Use cases of LibraryAI
Building AI-powered knowledge bases
Integrating AI with existing data systems
Developing custom AI applications
Enabling semantic search capabilities
Creating AI-driven chatbots and virtual assistants
FAQ from LibraryAI
What is the purpose of ConsoleAI?
What is the purpose of ConsoleAI?
ConsoleAI is responsible for text chunking, vectorization, and searching within vector databases.
What does ConsoleMCP do?
What does ConsoleMCP do?
ConsoleMCP provides support for the MCP protocol, enabling AI to interface with vector databases.
What is the role of LibraryAI?
What is the role of LibraryAI?
LibraryAI is the core library that provides shared functionalities to other modules within the project.
Is ProxyAI implemented?
Is ProxyAI implemented?
No, ProxyAI, which aims to integrate OpenAI API, is currently not implemented.
What are the future plans for LibraryAI?
What are the future plans for LibraryAI?
Future plans include adding multi-threading support to ConsoleAI's text chunking process and supporting dedicated vector database software.