RAG Chatbot Trained on Your DocumentsIshkirat Singh Bhatia
I build chatbots that answer from your own documents, not from guesswork. You share PDFs, docs, a website or a database, and I build the retrieval pipeline, the chat API and a simple web widget.
I've built a multi-agent backend with FastAPI and LangChain that routes each question through retrieval, critique and synthesis agents, streams answers and runs evaluation loops. I work with the Claude and OpenAI APIs, LangChain, LlamaIndex and Hugging Face, and have contributed fixes to LlamaIndex.
You get a chatbot grounded in your content with the source shown for each answer, a streaming API you can plug into your site, Slack or app, a small test set so you can check answer quality before launch, and the source code in your repo.
The price is a starting point for up to 200 documents or one website. Message me with what you want it to answer and I'll confirm scope.
Ishkirat's other services
RAG Chatbot Trained on Your DocumentsIshkirat Singh Bhatia
Starting at$300
Duration1 week
Tags
ChatGPT
I build chatbots that answer from your own documents, not from guesswork. You share PDFs, docs, a website or a database, and I build the retrieval pipeline, the chat API and a simple web widget.
I've built a multi-agent backend with FastAPI and LangChain that routes each question through retrieval, critique and synthesis agents, streams answers and runs evaluation loops. I work with the Claude and OpenAI APIs, LangChain, LlamaIndex and Hugging Face, and have contributed fixes to LlamaIndex.
You get a chatbot grounded in your content with the source shown for each answer, a streaming API you can plug into your site, Slack or app, a small test set so you can check answer quality before launch, and the source code in your repo.
The price is a starting point for up to 200 documents or one website. Message me with what you want it to answer and I'll confirm scope.
Ishkirat's other services
$300