Stop wasting compute on fine-tuning for facts. Learn why RAG is the superior memory architecture, much like how show hn: needle: we distilled gemini tool calling into a 26m model optimized performance.
Stop choosing between fine-tuning and RAG. Master hybrid memory architecture by decoupling parametric weights from externalized vector databases for superior reliability.
Google's Gemini API File Search update introduces native multimodal RAG, merging text and image embeddings into a single semantic space for advanced AI agents.
Google's Gemini API File Search evolves into a native multimodal RAG engine, integrating Gemini Embedding 2 for unified text and visual data retrieval.