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3 commits

Author SHA1 Message Date
Pratik Narola
0f0addb36b chore: migrate to mem0ai v2.0.2 (V3 memory pipeline)
Pin mem0ai[nlp]==2.0.2 and fastembed for the new hybrid-search pipeline.
Drop OSS graph memory (removed upstream in 2.0.0, PR #4805): remove Neo4j
service, env vars, volumes, and driver deps; mark /graph/relationships
deprecated. Rewrite Memory.search/get_all/chat/health call sites to use
the v2 filters={} + top_k API (entity IDs at top level now raise
ValueError). Tighten MCP remove_memory ownership check to O(1)
verify_memory_ownership so it doesn't silently truncate at the new
top_k=20 default. Downgrade base image to python:3.12-slim for spaCy.

Adds scripts/migrate_qdrant_to_v3.py (scroll+upsert with per-user count
parity check) and docs/MIGRATION_RUNBOOK.md covering snapshot, dump,
collection rebuild, cutover, and rollback procedures.
2026-05-23 14:49:45 +05:30
Pratik Narola
f929165a89 updated versions fixed issues 2025-09-02 23:40:10 +05:30
Pratik Narola
7689409950 Initial commit: Production-ready Mem0 interface with monitoring
- Complete Mem0 OSS integration with hybrid datastore
- PostgreSQL + pgvector for vector storage
- Neo4j 5.18 for graph relationships
- Google Gemini embeddings integration
- Comprehensive monitoring with correlation IDs
- Real-time statistics and performance tracking
- Production-grade observability features
- Clean repository with no exposed secrets
2025-08-10 17:34:41 +05:30