RAG

Service Links
Source Code	github.com/huddlesurety/rag
Public URL	Internal Service Only
Railway	Service: RAG

Technology Stack

Language	Python
Vector DB	pgvector
Framework	FastAPI
Tooling	uv

Core Responsibilities

• Semantic Retrieval: Natural language search across document archives using vector embeddings.
• Automated Extraction: Structured data extraction from unstructured bond documents.
• Intelligence: Generating summaries and flagging discrepancies in bond requests.