I will build or finetune a local llm rag system with citations

What I can do:

WHAT I BUILD

• Custom RAG chatbot on your documents (PDF, DOCX, MD, web pages)
• Source-cited answers every response links to the exact section
• Local on-premise LLM (no data leaves your network) or OpenAI/Anthropic API
• Hybrid retrieval (semantic + BM25 + cross-encoder rerank) for accuracy
• Audit logging, evaluation suite, Docker deployment
• FastAPI backend for Slack / Teams / web integration
• LoRA fine-tuning with GGUF export for full local deployment

Why choose me?

• Fast, accurate results and clear communication
• open to customized plans based on your requirements

if required, I offer FREE 20-MIN ZOOM CONSULTATION

Before any order, I offer a free Zoom call to understand your use case, map the right architecture, and confirm working delivery scope.

Message me before placing order!