M.I.M.I.R - Multi-agent Intelligent Memory & Insight Repository

# Phase 1 Implementation Status ## ✅ What We Built A **simplified Open-WebUI pipeline** that focuses on proving the core connection and PM agent functionality before adding complexity. ### Files Created/Modified 1. **`mimir_orchestrator.py`** (simplified) - ~250 lines (down from 600+) - Focuses on PM agent only - Connection testing built-in - Clear error messages - Collapsible PM output 2. **`test_phase1.py`** (new) - Standalone connection test - Tests health endpoint - Tests mimir-chain tool - Lists available tools - Runs outside Open-WebUI for debugging 3. **`README.md`** (updated) - Phase 1 focus documented - PowerShell commands - Troubleshooting guide - What's NOT included (Phase 2) ## 🎯 Simplified Flow ``` User: "Build a REST API" ↓ Pipeline: Test MCP connection ✓ ↓ Pipeline: Call mimir-chain (PM agent) ↓ PM Agent: Analyze request ↓ PM Agent: Create TODO list in Neo4j ↓ Pipeline: Parse response ↓ Pipeline: Display task breakdown ↓ DONE (no execution yet) ``` ## 🔍 Key Simplifications ### Removed from Original - ❌ `mimir-execute` call - ❌ Task monitoring loop - ❌ Progress polling - ❌ Worker/QC agents - ❌ Final report synthesis - ❌ Memory node storage - ❌ Sidebar events - ❌ Real-time updates ### Kept from Original - ✅ MCP connection test - ✅ `mimir-chain` PM agent call - ✅ Response parsing - ✅ Task list display - ✅ Collapsible details - ✅ Error handling - ✅ Configuration valves ## 📊 Comparison | Feature | Original | Phase 1 | |---------|----------|---------| | Lines of code | 600+ | ~250 | | MCP tools used | 5+ | 1 | | Async operations | Yes | No | | Polling loops | Yes | No | | Sidebar updates | Yes | No | | Execution | Full multi-agent | None (just planning) | | Complexity | High | Low | | **Debugging** | **Hard** | **Easy** ✅ | ## 🚀 How to Test ### 1. Start Services ```powershell # From repo root docker-compose up -d # Wait for services Start-Sleep -Seconds 30 ``` ### 2. Test Connection (CLI) ```powershell cd pipelines python test_phase1.py ``` Expected output: ``` 🔍 Testing MCP Server health... ✅ MCP Server is running 📚 Listing available MCP tools... ✅ Found 15 tools 🎯 Testing mimir-chain (PM Agent)... ✅ PM Agent responded successfully 🎉 All tests passed! Pipeline is ready to use. ``` ### 3. Test in Open-WebUI 1. Open `http://localhost:3000` 2. Create account 3. Select "Mimir: PM Planning Assistant (Phase 1)" 4. Try: "Build a REST API with user authentication" 5. Watch PM agent create task breakdown ### 4. Verify Neo4j Storage ```powershell # Open Neo4j browser Start-Process http://localhost:7474 # Login: neo4j / password # Run query: MATCH (list:TodoList)-[:CONTAINS]->(todo:Todo) RETURN list.id, collect(todo.title) ``` ## 🐛 Common Issues & Fixes ### Issue: Pipeline not showing in Open-WebUI **Check:** ```powershell docker exec mimir-open-webui ls -la /app/pipelines ``` **Should see:** ``` -rw-r--r-- 1 root root 8234 Nov 5 12:00 mimir_orchestrator.py ``` **Fix:** ```powershell docker-compose restart open-webui ``` ### Issue: MCP connection failed **Check from host:** ```powershell curl http://localhost:3000/health ``` **Check from container:** ```powershell docker exec mimir-open-webui curl http://mcp-server:3000/health ``` **Fix:** ```powershell # Restart MCP server docker-compose restart mcp-server # Check logs docker logs mcp-server --tail 50 ``` ### Issue: PM agent returns ERROR **Check MCP logs:** ```powershell docker logs mcp-server --tail 100 ``` **Common causes:** - Neo4j not connected → Check `docker logs neo4j_db` - Tool not found → Restart MCP server - Timeout → Increase timeout in pipeline (default: 300s) ### Issue: TODO list ID not found **Enable full PM output:** 1. Open-WebUI → Workspace → Models 2. Find "Mimir: PM Planning Assistant (Phase 1)" 3. Set `SHOW_PM_FULL_OUTPUT` = `true` 4. Set `COLLAPSE_PM_DETAILS` = `false` 5. Try again and inspect full output ## 📈 Next Steps (Phase 2) Once Phase 1 is stable and proven: 1. **Add execution** - Call `mimir-execute` after PM creates plan 2. **Add monitoring** - Poll Neo4j for task status updates 3. **Add streaming** - Real-time progress updates to UI 4. **Add QC** - Quality control verification step 5. **Add reports** - Final synthesis and memory storage 6. **Add sidebar** - Rich UI with task tree visualization ## 🎯 Success Criteria for Phase 1 - [x] MCP server health check works - [x] Pipeline loads in Open-WebUI - [x] PM agent call succeeds - [x] TODO list created in Neo4j - [x] Tasks displayed in chat - [x] Error handling works - [x] Collapsible details work - [ ] User feedback collected - [ ] Ready to add Phase 2 features ## 💡 Design Rationale ### Why simplify? 1. **Easier debugging** - Fewer moving parts 2. **Prove connection** - Validate MCP integration first 3. **Test PM agent** - Ensure task breakdown works 4. **User feedback** - Get input before adding complexity 5. **Incremental development** - Add features one at a time ### Why test script? - **Independent testing** - No Open-WebUI dependency - **Faster iteration** - No container restarts - **Clear output** - See exactly what's happening - **Automated validation** - Can run in CI/CD ### Why collapsible PM output? - **Clean UI** - Don't overwhelm user - **Optional details** - Power users can expand - **Focus on results** - Task list is what matters - **Debugging aid** - Full output available when needed ## 📚 Related Files - `mimir_orchestrator.py` - Main pipeline - `test_phase1.py` - Connection test script - `README.md` - User documentation - `../docker-compose.yml` - Service configuration - `../docs/integration/OPENWEBUI_INTEGRATION.md` - Full integration plan --- **Status**: Phase 1 Implementation Complete **Date**: 2025-11-05 **Next**: User testing & Phase 2 planning