RAG Pipelines
Retrieval-augmented generation pipelines for parts lookup
RAG Pipelines
Retrieval-augmented generation pipelines that combine vector search with LLM generation for intelligent parts lookup.
Repository
Overview
- Query understanding and intent classification
- Hybrid search: Typesense (keyword) + Weaviate (semantic)
- LLM-augmented response generation
- Parts recommendation and cross-reference
Stack
- Python, LangChain
- Weaviate for vector search
- Integration with PDF Parser and Embedding Service