I will build a rag chatbot for your documents or knowledge base

Need an AI chatbot that can answer questions using your own documents or knowledge base?

I will build a custom RAG (Retrieval-Augmented Generation) chatbot that retrieves relevant information from your data before generating an answer.

This can be useful for company documentation, product information, FAQs, internal knowledge bases, manuals, policies, research material, and other structured or unstructured documents.

What I can build

Document-based AI chatbots

Knowledge-base assistants

PDF/document Q&A systems

RAG pipelines

Vector-search based retrieval

LLM-powered question answering

Source/context-grounded responses

Streamlit AI interfaces

Custom retrieval and response workflows

Typical workflow

Your Documents Processing Embeddings Vector Search Relevant Context LLM Answer

I can also add validation or human review steps when the application should avoid answering when sufficient information cannot be retrieved.

Technologies

Python · RAG · LLMs · LangGraph · Vector Databases · NLP · Streamlit · APIs

I can work with your existing documents and requirements, or help structure the retrieval workflow around your use case.

Please contact me before ordering if you need custom integration