RAG Chatbot On Your Own Documents by Somesh KumarRAG Chatbot On Your Own Documents by Somesh Kumar
RAG Chatbot On Your Own DocumentsSomesh Kumar
Cover image for RAG Chatbot On Your Own Documents
A chatbot that answers straight from your documents instead of making things up. Most bots give wrong answers because of retrieval, not the model: what gets pulled in before the model ever answers. I build the retrieval pipeline so answers come back with sources you can check, then tune the system prompt around it.
What you get: a RAG pipeline over your docs, vector store setup, source citations in every answer, system-prompt tuning, a deployed endpoint plus a simple chat UI, and a short demo of it answering correctly. Tools: Python, FastAPI, LangChain, a vector database (Qdrant or Chroma), and Next.js.
Starting at$700
Duration2 weeks
Tags
FastAPI
Python
RAG
AI Chatbot Developer
Generative AI
Service provided by
Somesh Kumar Hyderabad, India
RAG Chatbot On Your Own DocumentsSomesh Kumar
Starting at$700
Duration2 weeks
Tags
FastAPI
Python
RAG
AI Chatbot Developer
Generative AI
Cover image for RAG Chatbot On Your Own Documents
A chatbot that answers straight from your documents instead of making things up. Most bots give wrong answers because of retrieval, not the model: what gets pulled in before the model ever answers. I build the retrieval pipeline so answers come back with sources you can check, then tune the system prompt around it.
What you get: a RAG pipeline over your docs, vector store setup, source citations in every answer, system-prompt tuning, a deployed endpoint plus a simple chat UI, and a short demo of it answering correctly. Tools: Python, FastAPI, LangChain, a vector database (Qdrant or Chroma), and Next.js.
$700