AI Chat with MCP Server

Example Use Cases

• 1

  Interact with AI models using custom data sources and context extensions.

• 2

  Dynamically create and upload PDFs to enhance AI interactions.

• 3

  Search and retrieve GitLab group information via the MCP Server.

Description

This MCP server enables AI chat interactions using custom data through event-driven retrieval augmented generation (RAG) and context extensions. It supports multiple AI providers including GitHub Models and OpenAI endpoints, and integrates with Qdrant as a vector store. Features include dynamic PDF creation from markdown, PDF uploads, and tools for GitLab group searching and user identification. The solution is designed for local and containerized deployment with future Azure Container Apps support planned.