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PrototypeAI & Intelligent SystemsDetails pending

Document & Schema Retrieval (RAG) Explorations

Retrieval-augmented experiments behind AI Jack: turning database schema notes and business documents into searchable vectors so answers stay grounded in company knowledge.

Type
Type to confirm
Category
AI & Intelligent Systems

Technology

  • ChromaDB
  • Sentence-Transformers
  • Python

Architecture

Approach

Schema knowledge and documents are chunked, embedded locally with sentence-transformers, and stored in ChromaDB; retrieved passages are supplied to the local model as context.