I will build a custom rag chatbot for your documents

Need a chatbot that can answer questions from your own documents? I can build a custom Retrieval-Augmented Generation (RAG) system that connects your documents to an LLM and provides relevant, context-aware answers.

I can build solutions for:

• PDF and document knowledge bases
• RAG chatbots and AI assistants
• Semantic and hybrid search
• Document chunking, embeddings, and retrieval
• LLM integration with OpenAI, Gemini, Groq, or local models
• Vector databases such as ChromaDB
• Reranking and retrieval evaluation
• Gradio/Streamlit interfaces
• Secure access and production-oriented architecture

I focus on reliable retrieval, practical architecture, evaluation, and cost-conscious implementation.

I can also build RAG systems for structured business data and operational knowledge, with evidence retrieval, evaluation, API integration, and production-oriented workflows.

Please message me before ordering so we can confirm your documents, preferred AI model, integrations, and scope.