RAG Chatbot / AI Knowledge AssistantAshutosh Soni
I build retrieval-augmented assistants that stay grounded in your content. The design principle is the same one I used in Farmour, my farm-planning platform: rules and verified data decide, and the AI explains. You get a working assistant with document ingestion, hybrid search, source citations and guardrails against unsupported answers.
What’s included:
Document ingestion pipeline (PDF, docs, web pages)
Vector plus keyword search
Chat interface or API, your choice
Source citations on every answer
Guardrails and a “not sure” fallback
Deployment on AWS and a handover walkthrough
2 rounds of revisions
Ashutosh's other services
Contact for pricing
Duration3 weeks
Tags
ChatGPT
Claude
RAG
AI Chatbot Developer
Service provided by
Ashutosh Soni Indore, India
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RAG Chatbot / AI Knowledge AssistantAshutosh Soni
Contact for pricing
Duration3 weeks
Tags
ChatGPT
Claude
RAG
AI Chatbot Developer
I build retrieval-augmented assistants that stay grounded in your content. The design principle is the same one I used in Farmour, my farm-planning platform: rules and verified data decide, and the AI explains. You get a working assistant with document ingestion, hybrid search, source citations and guardrails against unsupported answers.
What’s included:
Document ingestion pipeline (PDF, docs, web pages)
Vector plus keyword search
Chat interface or API, your choice
Source citations on every answer
Guardrails and a “not sure” fallback
Deployment on AWS and a handover walkthrough
2 rounds of revisions
Ashutosh's other services
Contact for pricing