workshop-rag and workshop-local-rag
These two tools are complements, with the local RAG system (B) likely serving as a specific implementation or a more private, contained version of the broader RAG and semantic search tools (A), perhaps for development or secure internal use cases.
About workshop-rag
aihpi/workshop-rag
Retrieval Augmented Generation and Semantic-search Tools
Implements multiple advanced RAG strategies—Multi Query, RAG Fusion, Decomposition, and HyDE—each using distinct query reformulation or document generation techniques to improve retrieval coverage and ranking. Built on sentence embeddings and vector databases, the tool provides a modular, locally-runnable interface powered by Ollama for on-device LLM inference, with Gradio for the web UI and configurable retrieval/generation parameters like relevance thresholds and temperature control.
About workshop-local-rag
aihpi/workshop-local-rag
Workshop on development of a Local Retrieval Augmented Generation (RAG) system
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