Better management of memory system

[Zochory]

Overview

Improve memory system management, persistence, and retrieval capabilities.

Tasks

• Audit current memory implementation in src/agentic_fleet/memory/
• Implement TTL and cleanup strategies
• Add memory indexing and search
• Improve Cosmos DB integration for conversation history
• Add memory compression strategies
• Implement memory summarization
• Add memory analytics and observability

References

• docs/developers/cosmosdb_data_model.md
• Microsoft Agent Framework memory patterns

[linear]

QRE-252

[coderabbitai]

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🔗 Similar Issues

Possible Duplicates

• Implement Thread Management for OpenAI Responses Client #206

Related Issues

• Implement Redis / Langcache for distributed caching #195
• Add native Azure AI Agent with Code Interpreter #197
• Implementation of React frontend for AgenticFleet UI #199
• Integrate Azure AI Search for Enhanced Vector and Hybrid Search Capabilities #423

👤 Suggested Assignees

• Zochory

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