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Digital Transformation Insights
Expert perspectives on legacy modernization, AI transformation, and enterprise engineering best practices.
Found 2 posts tagged with "Qdrant"
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How AI Agents Learn and Remember: Building a COALA-Inspired Memory SystemHow we implemented a comprehensive memory system that gives both AI agents and our Orchestrator persistent memory across conversations, featuring a 4-tier hybrid architecture with semantic search, automatic episode creation, and intelligent context injection.
January 16, 2026
1 min read
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Building an Intelligent Tool Search System: How Fabric's Orchestrator Finds the Right Tool in MillisecondsHow we reduced token usage by 85% while maintaining intelligent tool selection across hundreds of MCP servers, agents, and integrations using a hybrid BM25 + semantic search approach.
January 15, 2026
1 min read