I will build a custom ai chatbot with rag, fastapi, and google gemini

Are you looking to turn your company's data into an intelligent, 24/7 conversational AI?

Welcome to my Gig! I specialize in developing highly optimized Retrieval-Augmented Generation (RAG) systems. Instead of relying on generic AI answers, I will build a smart AI agent that reads your specific database, documents, or knowledge base, and delivers highly accurate, context-aware responses to your users.

What You Will Get:

• Custom RAG Architecture: An AI that fetches real-time context from your database (MySQL/PostgreSQL) before answering, ensuring zero hallucinations.
• High-Performance API: Built with FastAPI, guaranteeing lightning-fast response times and seamless integration into your frontend, app, or website.
• Smart Keyword Extraction: Advanced text processing to filter out stop-words and execute highly efficient database queries.
• Intelligent Fallback System: If the specific data isn't in your database, the AI will gracefully provide a general answer while reminding the user to verify.
• Production-Ready Reliability: Integrated Exponential Backoff (retry logic) to handle API limits, plus verbose logging for easy monitoring.