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MemPalace is an open-source tool that stores and retrieves verbatim conversation history on your machine using semantic search and a pluggable vector-store backend. It supports ChromaDB, SQLite exact vectors, Qdrant, and pgvector, and ships a CLI and Docker images for easy setup without external APIs. Benchmarks show 96.6% recall at top-5 on LongMemEval with zero cloud or LLM calls.
This issue covers the latest in data tooling and AI agents—from Databricks’ Agent Orchestrator and Spotify’s Vedder assistant to Feldera’s incremental view engine and LinkedIn’s MUSE semantic search. It also dives into managing agentic AI costs, building stable model ecosystems, and new open-source releases like Omnigent and Apache DataFusion 54.0.0.