AI Chatbot Prototype on Your Own Documents (RAG)Vishal Gupta
See AI answer questions from your own documents in 3 weeks: a working chatbot prototype on your data, built on a custom retrieval pipeline you control.
What's included
Use-case workshop to pick the questions that matter
Ingestion of one document source, such as PDFs, documents or a knowledge base
Custom RAG pipeline in Python and FastAPI on the OpenAI API
Chat interface or API endpoint
Testing against a set of your real questions
Demo deployment you can share with your team
Proof
An AI chatbot consultancy running since March 2025, built on a custom RAG in Python and FastAPI, and Munim, my open-source MCP server for AI agents.
The retrieval pipeline is hand-built, so it is not tied to LangChain or LlamaIndex.
Starting at$2,000
Duration3 weeks
Tags
FastAPI
OpenAI
Python
AI Agent Engineer
AI Engineer
Service provided by
Vishal Gupta proMumbai, India
- 6
- Followers
AI Chatbot Prototype on Your Own Documents (RAG)Vishal Gupta
Starting at$2,000
Duration3 weeks
Tags
FastAPI
OpenAI
Python
AI Agent Engineer
AI Engineer
See AI answer questions from your own documents in 3 weeks: a working chatbot prototype on your data, built on a custom retrieval pipeline you control.
What's included
Use-case workshop to pick the questions that matter
Ingestion of one document source, such as PDFs, documents or a knowledge base
Custom RAG pipeline in Python and FastAPI on the OpenAI API
Chat interface or API endpoint
Testing against a set of your real questions
Demo deployment you can share with your team
Proof
An AI chatbot consultancy running since March 2025, built on a custom RAG in Python and FastAPI, and Munim, my open-source MCP server for AI agents.
The retrieval pipeline is hand-built, so it is not tied to LangChain or LlamaIndex.
$2,000