Chat-with-Assets RAG

Enterprise RAG for Technical Documentation

Azure AI SearchNext.jsLangChain
4.2sResponse Time
10K+Documents
95%Relevance
Hugging FaceGitHubBack

Problem

Engineers waste hours searching through thousands of PDFs, manuals, and P&IDs. Knowledge is siloed and hard to access.

Solution

Conversational AI that ingests and indexes all technical documentation. Engineers ask natural language questions and get cited answers instantly.

Architecture

Documents → LlamaIndex Ingestion → Azure AI Search (Hybrid + Semantic) → FastAPI → GPT-4o → Cited Response with source links.

Chat with Assets Demo

Asset Knowledge Base
10,247 Documents Indexed

Ask questions about your technical documentation

RAG Pipeline

Hybrid semantic search with Azure AI Search. Retrieves relevant chunks from PDFs, manuals, and P&IDs, then generates cited answers using GPT-4o.

4.2sResponse Time
95%Relevance

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