MCP Memory Service

# Consolidation Fix - Session Handoff **Session Date**: 2025-12-06 **Status**: ✅ Fix complete, 7-cycle network build in progress --- ## Quick Status Check ```bash # Check if consolidation cycles are still running bash /tmp/check_consolidation_progress.sh # If completed, results are in: cat /tmp/consolidation_results.json | jq ``` --- ## What Was Accomplished ### ✅ Completed 1. **Fixed consolidation hang** (Phase 1: 2+ hours → 0.1 seconds) 2. **Implemented 3-phase fix**: - Conditional queue bypass (critical) - Batch updates (50-100x faster) - Queue timeout safety 3. **Verified fix works** (first consolidation completed in ~27 min) 4. **Started 7-consolidation cycle** (building association network) 5. **Stored all details in memory** (retrievable with memory queries) ### 🔄 In Progress - **7 consolidation cycles** running since 20:47:05 - Expected completion: ~23:47 (3 hours from start) - Progress saved to: `/tmp/consolidation_results.json` ### ⏳ Pending 1. Bulk quality evaluation on connected memories 2. Verify quality distribution improvements --- ## Next Actions (After 7 Cycles Complete) ### Step 1: Verify Completion ```bash # Check status bash /tmp/check_consolidation_progress.sh # View summary cat /tmp/consolidation_results.json | jq ``` **Expected Results**: - 7/7 runs completed - ~640 total associations created - All runs show "status": "completed" ### Step 2: Bulk Quality Evaluation ```bash # Run quality evaluation on all connected memories cd /home/hkr/Repositories/mcp-memory-service uv run python /tmp/evaluate_connected_memories.py ``` **What This Does**: - Finds all memories with association connections - Evaluates ONNX quality scores for each - Updates memory metadata with quality_score - Expected: ~500+ memories evaluated ### Step 3: Verify Quality Distribution ```bash # Check quality distribution via API curl -ks https://127.0.0.1:8000/api/quality/distribution | python3 -m json.tool # Or view dashboard # Open browser: https://127.0.0.1:8000/ ``` **Success Metrics**: - `onnx_local` provider count: ~500+ (was 1) - `high_quality_count` (≥0.7): ~200+ (was 5) - `average_score`: ~0.6+ (was 0.501) --- ## Key Files & Scripts ### Documentation - **Fix summary**: `.claude/consolidation-hang-fix-summary.md` - **This handoff**: `.claude/consolidation-fix-handoff.md` - **Plan file**: `/home/hkr/.claude/plans/modular-sparking-cookie.md` ### Monitoring Scripts - **Progress check**: `/tmp/check_consolidation_progress.sh` - **7-cycle runner**: `/tmp/run_7_consolidations.sh` - **Results file**: `/tmp/consolidation_results.json` - **Log file**: `/tmp/consolidation_7runs.log` ### Quality Evaluation - **Bulk eval script**: `/tmp/evaluate_connected_memories.py` - **API endpoint**: `POST https://127.0.0.1:8000/api/quality/memories/{hash}/evaluate` --- ## Code Changes Made (v8.47.1) ### Modified Files 1. `src/mcp_memory_service/storage/hybrid.py` - Lines 806, 220-233, 1271-1273, 1506, 1513, 1541, 1548 2. `src/mcp_memory_service/consolidation/consolidator.py` - Lines 341-352 **Total**: ~30 lines across 2 files ### Pattern Applied "Do heavy lifting on local DB, leave syncing to background service" - Skip enqueueing when sync paused - Background service catches up after consolidation completes --- ## Memory Retrieval All session details stored in memory with tags: - `mcp-memory-service` - `consolidation` - `v8.47.1` - `bug-fix` - `hybrid-backend` - `quality-system` **Retrieve with**: ```python # Via MCP tool recall_memory("consolidation hang fix v8.47.1") # Or search by tag search_by_tag(["consolidation", "v8.47.1"]) ``` --- ## Troubleshooting ### If 7-Cycle Script Failed ```bash # Check if process still running pgrep -f run_7_consolidations.sh # View last output tail -100 /tmp/consolidation_7runs.log # Check for errors journalctl --user -u mcp-memory-http.service --since "20:47:00" | grep -i error # Restart manually if needed bash /tmp/run_7_consolidations.sh ``` ### If Quality Evaluation Fails ```bash # Check quality system is enabled curl -ks https://127.0.0.1:8000/api/quality/distribution # Test single evaluation curl -ks -X POST https://127.0.0.1:8000/api/quality/memories/{hash}/evaluate \ -H "Content-Type: application/json" \ -d '{"context":"test"}' # Check ONNX model availability journalctl --user -u mcp-memory-http.service | grep -i onnx ``` --- ## Success Criteria ### ✅ Fix Validation (Complete) - [x] Phase 1 completes in <1 second - [x] Consolidation reaches all 6 phases - [x] Associations created (88 per run) - [x] No queue blocking - [x] Cloudflare sync works ### 🎯 Network Building (In Progress) - [ ] 7 consolidation cycles complete - [ ] ~640 associations total - [ ] All runs show "completed" status ### 🎯 Quality Improvements (Pending) - [ ] 500+ memories with ONNX scores - [ ] 200+ high-quality memories (≥0.7) - [ ] Average score improvement (0.501 → 0.6+) --- ## Timeline | Event | Time | Status | |-------|------|--------| | Fix implemented | 19:58 | ✅ Complete | | HTTP server restarted | 20:11 | ✅ Complete | | First consolidation test | 20:12 | ✅ Complete (27 min) | | 7-cycle batch started | 20:47 | 🔄 In progress | | Expected completion | ~23:47 | ⏳ Pending | | Quality evaluation | After completion | ⏳ Pending | --- ## Contact Points **Current working directory**: `/home/hkr/Repositories/mcp-memory-service` **HTTP server**: - Status: `systemctl --user status mcp-memory-http.service` - Logs: `journalctl --user -u mcp-memory-http.service -f` **Dashboard**: `https://127.0.0.1:8000/` **API Health**: `curl -ks https://127.0.0.1:8000/api/health` --- ## Final Notes 1. **Fix is production-ready** - All tests passed, no regressions detected 2. **Hybrid backend trade-off** - 27 min per consolidation is expected (Cloudflare sync) 3. **Quality system requires two steps**: - Build association network (consolidation) ← IN PROGRESS - Evaluate quality scores (bulk eval) ← PENDING 4. **Documentation complete** - Summary, handoff, and memory storage all done 5. **Monitoring in place** - Progress check script ready to use --- **Resume Work**: Run `bash /tmp/check_consolidation_progress.sh` to see current status, then proceed with Step 2 (quality evaluation) when cycles complete. **Last Updated**: 2025-12-06 21:00:00 CET