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Update README: remove few sections
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services/memory-service/README.md

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@@ -100,79 +100,6 @@ pnpm db:setup
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<!-- 5. **Consolidation**: Merge related memories and update importance scores -->
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6. **Completion**: Mark messages as processed and update access patterns
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## Monitoring
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### Processing Status
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```bash
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# Check embedding regeneration status
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curl -H "Authorization: Bearer your_api_key" \
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http://localhost:3001/api/settings/regeneration-status
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```
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Response:
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```json
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{
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"isRegenerating": false,
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"progress": 100,
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"totalItems": 1500,
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"processedItems": 1500,
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"avgBatchTimeMs": 2500,
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"estimatedTimeRemaining": null
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}
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```
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### Database Queries
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```sql
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-- Check unprocessed messages
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SELECT COUNT(*) FROM chat_messages WHERE is_processed = false;
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-- Check memory fragments by type
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SELECT memory_type, COUNT(*) as count
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FROM memory_fragments
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WHERE deleted_at IS NULL
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GROUP BY memory_type;
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-- Check recent memory access patterns
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SELECT access_type, COUNT(*) as count
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FROM memory_access_patterns
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WHERE created_at > (EXTRACT(EPOCH FROM NOW() - INTERVAL '24 hours') * 1000)
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GROUP BY access_type;
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-- Check entity relationships
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SELECT relationship_type, COUNT(*) as count
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FROM memory_entity_relations
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GROUP BY relationship_type;
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```
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## Development
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### Local Development
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```bash
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# Install dependencies
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pnpm install
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# Start database
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docker compose up airi-memory-pgvector -d
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# Setup database (generate schema and run migrations)
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pnpm db:setup
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# Run in development mode with hot reload
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pnpm dev
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```
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### Testing
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```bash
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# Type checking
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pnpm typecheck
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# Build the service
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pnpm build
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# Run tests (when implemented)
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pnpm test
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```
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# Performance
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### Intelligent Processing

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