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feat: implement local indexer for project-knowledge and add memory hybrid search functionality

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David Delagneau
2026-05-21 09:13:07 -06:00
parent fc2abda588
commit e0069fd8c6
8 changed files with 575 additions and 0 deletions
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scripts/aiw/README.md
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@@ -32,6 +32,18 @@ python3 scripts/aiw/services.py start --profile fidelity --group inbox
The service manager unifies startup and status. It does not move capture behavior into the MCP.
## Local project-knowledge index
The workspace includes a dependency-free local indexer for canonical Markdown memory. The index is derived from `project-knowledge/` and written under `.aiw/indexes/<profile>/`; it is safe to delete and rebuild.
```bash
python3 scripts/aiw/indexer.py build --profile fidelity
python3 scripts/aiw/indexer.py status --profile fidelity
python3 scripts/aiw/indexer.py search "dismissal lifecycle" --profile fidelity
```
`aiw-context-mcp` exposes the same derived search through the read-only `memory_hybrid_search` tool and falls back to live Markdown search if the index has not been built yet.
## Robustness features
- Manifest validation before lifecycle actions.
@@ -47,4 +59,5 @@ The service manager unifies startup and status. It does not move capture behavio
```bash
python3 scripts/aiw/test_services.py
python3 scripts/aiw/test_indexer.py
```