Hybrid Source Answer Generation With Automatic Routing

via “hybrid-source-answer-generation-with-automatic-routing”

Open Source Hybrid AI Search Engine

Unique: Implements automatic source routing via autoAnswer() that evaluates query context and available indices to choose between vector search, web search, and direct LLM generation without explicit user source specification. Unlike traditional RAG systems that default to vector search, MemFree's routing layer considers freshness requirements and query type to optimize for both accuracy and latency.

vs others: Outperforms single-source RAG systems (Pinecone, Weaviate) by intelligently blending local and web sources, and beats manual source selection UIs by eliminating user friction in choosing between search modes.