I will build a custom rag ai chatbot for your documents and business data

Your business already has the knowledge. I turn it into an AI assistant your team or customers can actually use.

I build custom RAG (Retrieval-Augmented Generation) chatbots that connect LLMs to your PDFs, websites, FAQs, databases, and internal documents. Instead of relying only on general model knowledge, the assistant retrieves relevant information from your data before answering.

What I can build:



• Document, website, and knowledge-base chatbots
• Vector or hybrid search with source citations
• Conversation memory and contextual follow-ups
• OpenAI, Claude, Gemini, or local LLM integration
• Elasticsearch, Pinecone, Qdrant, Chroma, or FAISS
• FastAPI backend, web UI, authentication, and APIs
• Private or self-hosted RAG when required
• Evaluation, testing, and deployment support

Ideal for customer support, internal knowledge search, SaaS copilots, research, HR, and business documentation.

You receive clean source code, documentation, and a solution designed around your data and workflow.

Please message me before ordering complex integrations or production deployments.