Image created with Gemini. Image prompt: A horizontal 1920s Dada Merz collage on aged board layered with torn library index cards, yellowed card-catalog slips, ink-stamped due dates, ledger citations and red thread connecting fragments to a central torn newsprint patch bearing a partial question mark, with the title RAG built from three mismatched cut-out letterpress letters in vermilion, ink black and slate blue glued at slight angles on the top layer, flat even lighting, visible paper fiber, glue stains and coffee foxing, photographed straight on.
Next up on Vector Space Talks! We’re joined by @TRJ_0751, Founding Engineer at Kaivid Labs and Qdrant Star, and he’s tackling a question worth asking: what if your AI assistant didn’t need the cloud at all? Tarun will show you how to build a RAG pipeline that runs entirely on”
https://x.com/qdrant_engine/status/2070117122324242637
// Agent memory is a data system now // Great paper on long-term memory for LLM agents. (bookmark it) Agent memory has grown from simple retrieval into a full data-management layer with storage, retrieval, update, consolidation, and lifecycle governance. Yet most evaluations”
https://x.com/dair_ai/status/2069846777977880769
Tomorrow @sh_reya and I kick off this free AI product engineering mini-course. Topics covered over 12 talks: 1. Design/UX & Evals 2. Retrieval 3. When & how to use open models effectively With these legends: @TheZachMueller @bclavie @xeophon @GoAbiAryan @barrowjoseph @willccbb”
https://x.com/HamelHusain/status/2069465758472814602
street view grounding now available for google’s offline video models. can’t wait till you can do “spatial RAG” to load in the right panoramas to reference – suddenly large scale real world locations become movie sets!”
https://x.com/bilawalsidhu/status/2069549894335946939
Multi-Vector Embeddings are Provably More Expressive than Single Vector Embeddings @Raj_Jayaram_ proves that approximating multi-vector similarity with single vectors requires exponentially more dimensions. 📝”
https://x.com/_reachsumit/status/2069319141128024395
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