Pillow 12.x is incompatible with fastembed which requires pillow<12.0.0.
Added package rule to prevent Renovate from updating Pillow to version 12+
and reverted pyproject.toml to use pillow<12.0.0.
Co-authored-by: Chris Coutinho <cbcoutinho@users.noreply.github.com>
Add exponential backoff retry handling for OpenAI API rate limits
(429 errors). This is needed for GitHub Models API which has stricter
rate limits than standard OpenAI API.
- Add retry_on_rate_limit decorator with exponential backoff
- Max 5 retries with delays: 2s → 4s → 8s → 16s → 32s
- Apply to embed(), _embed_batch_request(), and generate() methods
🤖 Generated with [Claude Code](https://claude.com/claude-code)
Co-Authored-By: Claude <noreply@anthropic.com>
- Increase sampling timeout from 30s to 300s in semantic.py to accommodate
slower local LLMs like Ollama
- Refactor RAG integration tests to support multiple providers (ollama,
openai, anthropic, bedrock)
- Remove unnecessary embedding_provider fixture since MCP server handles
embeddings internally
- Add --provider flag via tests/integration/conftest.py
- Add provider_fixtures.py with factory functions for generation providers
🤖 Generated with [Claude Code](https://claude.com/claude-code)
Co-Authored-By: Claude <noreply@anthropic.com>
The refactor in fafeaf3 moved background tasks to Starlette server lifespan
but broke nc_get_vector_sync_status because it still looked for streams in
FastMCP's AppContext (lifespan_context).
Add VectorSyncState module singleton to bridge the lifespans:
- starlette_lifespan sets the singleton when starting background tasks
- app_lifespan_basic reads from singleton and includes in AppContext
- MCP tools can now access document_receive_stream for pending count
🤖 Generated with [Claude Code](https://claude.com/claude-code)
Co-Authored-By: Claude <noreply@anthropic.com>
The refactor in fafeaf3 moved background tasks to Starlette server lifespan
but broke nc_get_vector_sync_status because it still looked for streams in
FastMCP's AppContext (lifespan_context).
Add VectorSyncState module singleton to bridge the lifespans:
- starlette_lifespan sets the singleton when starting background tasks
- app_lifespan_basic reads from singleton and includes in AppContext
- MCP tools can now access document_receive_stream for pending count
🤖 Generated with [Claude Code](https://claude.com/claude-code)
Co-Authored-By: Claude <noreply@anthropic.com>
- Move scanner/processor tasks from FastMCP session lifespan to Starlette
server lifespan (correct architecture: background tasks run once at
server level, not per-session)
- Change default CLI transport from SSE to streamable-http
- Remove SSE transport option from CLI (SSE is deprecated)
- Remove SSE client session factory from test fixtures
- Add tracing instrumentation to BM25 hybrid search operations for
better observability
🤖 Generated with [Claude Code](https://claude.com/claude-code)
Co-Authored-By: Claude <noreply@anthropic.com>
- Change create_tag() to use WebDAV POST instead of OCS API which
returned 404 in some Nextcloud versions
- Add llm_judge() helper that evaluates system output against ground
truth with simple TRUE/FALSE prompt
- Replace keyword-based assertions in RAG tests with LLM judge for
more flexible semantic evaluation
🤖 Generated with [Claude Code](https://claude.com/claude-code)
Co-Authored-By: Claude <noreply@anthropic.com>
- Add get_file_info() to get file info including file ID via PROPFIND
- Add create_tag() to create system tags via OCS API
- Add get_or_create_tag() for idempotent tag creation
- Add assign_tag_to_file() to assign tags to files via WebDAV
- Add remove_tag_from_file() to remove tags from files
Also refactors RAG evaluation:
- Add indexed_manual_pdf fixture using existing nc_client/nc_mcp_client
- Remove manual tag creation steps from workflow (now handled by fixture)
- Add comprehensive unit tests for new WebDAV methods
🤖 Generated with [Claude Code](https://claude.com/claude-code)
Co-Authored-By: Claude <noreply@anthropic.com>
renovate-bot-cbcoutinho[bot]