A chatbot powered by Gemini Flash 1.5 utilising Model Context Protocol for doing Multipurpose communication
Overview
what is MCP-server-using-Gemini?
MCP-server-using-Gemini is a chatbot project that utilizes the Model Context Protocol (MCP) and Gemini APIs to facilitate multipurpose communication through various server functionalities.
how to use MCP-server-using-Gemini?
To use the MCP-server-using-Gemini, clone the repository, set up your environment with the required dependencies, and run the provided installation script to start the various servers.
key features of MCP-server-using-Gemini?
- Chat Server: Manages conversational interactions.
- Search Server: Offers search capabilities via Gemini APIs.
- RAG Server: Implements retrieval-augmented generation for improved responses.
- Thinking Server: Handles complex logic and reasoning tasks.
- Router: Central hub for routing requests to the appropriate servers.
use cases of MCP-server-using-Gemini?
- Engaging in natural language conversations with users.
- Performing searches based on user queries.
- Generating responses that require context and retrieval of information.
- Processing complex queries that involve reasoning.
FAQ from MCP-server-using-Gemini?
- What are the prerequisites to run this project?
You need Python 3.12 or higher, pip, and a valid GEMINI_API_KEY.
- How do I set up the environment?
Clone the repository, set up the .env file with your API key, and run the install.sh script.
- What servers are included in this project?
The project includes Chat, Search, RAG, Thinking servers, and a Router.