Thursday, February 19, 2026

Universal Brain File Format for AI Agents: One File, Any LLM, Instant Query Response

Unlock the true potential of AI memory with AgenticMemory! Traditional AI agents struggle with continuity; they forget past interactions and decisions. AgenticMemory revolutionizes this by offering a robust binary graph format that captures every cognitive event as a node.

Key Features:

  • Comprehensive Knowledge Graph: Each .amem file seamlessly holds your agent’s entire knowledge.
  • Speed & Efficiency:
    • 276 ns to add a node
    • 3.4 ms to traverse 5 levels deep in a 100K-node graph
    • 9 ms for similarity searches across 100K nodes
  • Compact Storage: A year of daily use fits in under 24 MB, with a lifetime of memory under 1 GB.
  • Zero Dependencies: Built in Rust, with easy integration via Python SDK.

Join the future of AI memory-building and improve your projects today!

🔗 Explore more and share your thoughts below! 🚀 #ArtificialIntelligence #TechInnovation #AgenticMemory

Source link

Share

Table of contents [hide]

Read more

Local News