Cognee
by topoteretes
AI agents forget everything between calls — Cognee gives them persistent memory by turning raw data into knowledge graphs and vector stores that survive context windows.
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(3)AI-Powered Search
by trey-grainger, doug-turnbull, max-irwin
The holy grail for AI-powered search lies at the intersection of semantic search, personalized search, and domain-aware recommendations—systems that understand the domain, the user, and can match arbitrary queries to any content.
Everything is Context: Agentic File System Abstraction for Context Engineering
by xiwei-xu
Context engineering—not model fine-tuning—should be the central challenge for generative AI systems, solved through a Unix-inspired file system abstraction that treats all context components uniformly.