Mycelian - Presented by Sameer скачать в хорошем качестве

Mycelian - Presented by Sameer

🍄 Mycelian Memory - Long-Term AI Agent Memory | Hack Day at GitHub Sameer Choudhary presents Mycelian Memory, an open-source framework providing simple, reliable, and cost-effective long-term memory for AI agents. 🔧 *What it does:* Gives AI agents persistent memory through a log-structured architecture, capturing high-fidelity context and memories as they process conversations. 💡 *Key Features:* Persistent memory that survives session endings Immutable timelines preserving memory fidelity High precision recall without expensive inference costs User control over memory data (deletions & corrections) Inspired by distributed systems principles 🎯 *Architecture Innovation:* Treats memory as an append-only log that accumulates knowledge over time rather than constantly mutating core state—a breakthrough in AI memory management. *Technologies Used:* Weaviate, GitHub Copilot, PostgreSQL, OpenRouter *GitHub:* https://github.com/mycelian-ai/mycelian-me... --- 🏆 Presented at Hack Day at GitHub - Bellevue Hosted by HackerSquad with Weaviate, NLWeb, GraphRAG, GitHub Copilot, and Microsoft Research