- Add MemoryRouteClassification and MemoryRoutingResult models
- Implement unified classifier (_classify_web_results_unified) that routes
web results to: wiki, volatile, file (Paperless), prefetch, or skip
- Add routing methods: _route_to_volatile, _route_to_files, _register_prefetch
- Update _process_search to use unified classifier instead of separate analysis
- Add get_volatile_cache_service factory to dependencies
- Wire volatile_service and settings_client into ConsolidationService
- Update ConsolidationResult/Response with new routing counters
Test fixes:
- Fix WikiJSClient fixtures to use api_token instead of username/password
- Fix entity linking test assertions to expect full user-namespaced paths
- Add sample_unified_classification fixture for new classifier format
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Co-Authored-By: Claude Opus 4.5 <noreply@anthropic.com>
- Add VolatileFetchService to orchestrate API fetch and cache storage
- Add POST /volatile/fetch/weather/{city} endpoint
- Add POST /volatile/fetch/news/{category} endpoint
- Add POST /volatile/fetch/stock/{symbol} endpoint
- Add POST /volatile/fetch/crypto/{symbol} endpoint
Endpoints integrate with external API providers (OpenMeteo, NOS/BBC,
AlphaVantage) and store results in volatile cache with configurable TTL.
Designed for scheduler cron jobs to prefetch user-relevant data.
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Co-Authored-By: Claude Opus 4.5 <noreply@anthropic.com>
- POST /maintenance/cleanup/paperless - detect and clean orphaned Paperless documents
- Checks indexed documents against Paperless API
- Removes vectors and graph nodes for deleted documents
- Supports dry_run mode for preview
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Co-Authored-By: Claude Opus 4.5 <noreply@anthropic.com>
Paperless API requires field ID (integer) not field name (string)
when updating custom fields. Now looks up field ID by name before
updating library_indexed custom field.
Also includes webhook debugging endpoint for development.
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Co-Authored-By: Claude Opus 4.5 <noreply@anthropic.com>
- Change model field from document_id to id (Paperless sends id)
- Add content, created, modified, added, original_file_name, owner fields
- Add extra="ignore" config to handle additional Paperless fields
- Update sync service to use content from webhook payload
- Skip Paperless API call when content already provided
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Co-Authored-By: Claude Opus 4.5 <noreply@anthropic.com>
- Add /documents router with webhook, upload, search, health endpoints
- Create DocumentSyncService for indexing documents to vectors/graph
- Add PaperlessClient for REST API integration
- Configure dependency injection for Paperless client
- Add document models for webhook payloads and responses
- Event-driven architecture via Paperless workflow webhooks
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Co-Authored-By: Claude Opus 4.5 <noreply@anthropic.com>
Add POST /maintenance/cleanup/test-data endpoint to purge LLM test data
from wiki, graph, and vectors. Security-restricted to test user namespace
only (users/llm-tester/*, users/llm_tester/*).
- Supports dry_run=true (default) to preview before deleting
- Cleans vectors, graph nodes, and wiki pages
- Scheduler task configured for weekly cleanup (Sunday 3:00 AM)
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Co-Authored-By: Claude Opus 4.5 <noreply@anthropic.com>
- Migrate volatile backend from Redis to Qdrant for semantic search
- Add natural language conversion for structured data embedding
- Simplify API: /volatile/search, /volatile/store, /{namespace}/{key}
- Integrate volatile into HybridRAG with priority boost in RRF fusion
- Add POST /maintenance/cleanup/volatile for expiry purging
- Update tests for new Qdrant-based architecture (37/37 pass)
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Co-Authored-By: Claude Opus 4.5 <noreply@anthropic.com>
Complete maintenance subsystem for index health and cleanup:
Endpoints:
- GET /maintenance/health - lightweight (or detailed) health check
- POST /maintenance/cleanup/all - full orphan cleanup
- POST /maintenance/cleanup/vectors - purge orphan vector chunks
- POST /maintenance/cleanup/graph - purge orphan graph nodes
- POST /maintenance/reconcile-index - cleanup + reindex missing pages
Bidirectional orphan detection:
- find_documents_without_vectors() in GraphService
- find_chunks_without_graph_nodes() in VectorService
Redis integration:
- Tracks last_cleanup timestamp for scheduler visibility
Config additions:
- Document store, volatile cache, and maintenance settings
- VectorServiceDep and GraphServiceDep type aliases
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Co-Authored-By: Claude Opus 4.5 <noreply@anthropic.com>
- Add OLLAMA_EMBEDDING_MODEL for embeddings (nomic-embed-text)
- OLLAMA_MODEL now used for all LLM operations (mistral-nemo-large:latest)
- Remove separate reranker_model setting
- Update WikiPageWriter to use settings instead of hardcoded model
- Improves VRAM efficiency by keeping one model hot
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Co-Authored-By: Claude Opus 4.5 <noreply@anthropic.com>
The POST /wiki/pages/smart-create endpoint was failing with 500
Internal Server Error because HybridRAGService.__init__() was
missing the required content_extractor parameter.
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Co-Authored-By: Claude Opus 4.5 <noreply@anthropic.com>
The router had its own local get_hybrid_rag_service factory that was
missing the new content_extractor parameter, causing 500 errors.
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Co-Authored-By: Claude Opus 4.5 <noreply@anthropic.com>
- Add /rag/search endpoint for web, news, and image search via SearXNG
- Add /content/extract and /content/extract/batch endpoints
- Add ContentExtractor client using Trafilatura for content extraction
- Enhance HybridRAG web search with full content extraction
- Add Redis caching for search results
- Add new configuration options for search and extraction timeouts
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Co-Authored-By: Claude Opus 4.5 <noreply@anthropic.com>
Add POST /wiki/pages/smart-create endpoint that combines research with
content generation for the librarian agent:
- Run HybridRAG search on topic (wiki + graph + web)
- Use LLM (WikiPageWriter) to synthesize findings into wiki content
- Create page with proper attribution and sources
- Schedule background tasks for vector/graph indexing
- Apply bidirectional entity linking (forward + backward links)
New files:
- src/services/entity_linking_utils.py - shared entity linking helper
Modified:
- src/models/wiki.py - WikiSmartCreateRequest/Response models
- src/services/wiki_service.py - smart_create_page() method
- src/routers/wiki.py - /pages/smart-create endpoint
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Co-Authored-By: Claude Opus 4.5 <noreply@anthropic.com>
