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Dev.to
7/18/2026
The original title is "Memoria – A Self‑Evolving Personal AI with Human‑like Memory"

The original title is "Memoria – A Self‑Evolving Personal AI with Human‑like Memory"

Original: Memoria – A Self‑Evolving Personal AI with Human‑like Memory

Short summary

Memoria is a production-ready personal AI with human-like memory built for the Qwen Cloud Hackathon. It uses a three-tier memory system (Redis session memory, PostgreSQL+pgvector personal memory, and context archives) with autonomous decay, consolidation, and conflict resolution. The project achieved a 77.6% improvement in decision accuracy across 12 scenarios and is deployed on Alibaba Cloud with a full Python FastAPI backend and React frontend.

  • •Three-tier memory architecture: Redis for session, PostgreSQL+pgvector for personal facts, and context archives for full transcripts
  • •Autonomous lifecycle with daily decay, weekly consolidation, and background reflection via Celery workers
  • •Deployed on Alibaba Cloud with Qwen models, achieving 77.6% decision accuracy improvement in benchmark scenarios

Generated with AI, which can make mistakes.

#ai-agents#open-source#ai-tools
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