Gemini with Knowledge

Gemini with Knowledge
AIGemini APIKnowledge ManagementPython

Overview

This project integrates a knowledge management system with the Gemini API, allowing the model to reference a knowledge base when generating responses. I created this app as a prototype for a helping chatbot that can assist users in various contexts. The application allows users to upload documents to a knowledge base, which the Gemini AI model can then reference when answering questions. This creates more accurate and contextually relevant responses based on the specific information in the knowledge base. By combining Google's powerful Gemini AI with custom knowledge bases, this project demonstrates how to create specialized AI assistants that can leverage both general AI capabilities and specific domain knowledge.

Key Features

  • Document upload and knowledge base management
  • Integration with Google Gemini API
  • Context-aware responses based on uploaded knowledge
  • Conversation history and context persistence
  • User-friendly chat interface

Technologies Used

Gemini APIPythonExpressVector Database