- Fix /tree command to handle dict list return type
- Fix RAG recipe to load LLM config from ov.conf instead of removed attributes
- Fix find/search methods to use 'limit' parameter instead of 'top_k'

- Strip trailing slashes from URIs to prevent path errors
- Improve tree display to handle dict list return type

- Add recursive directory import with file type filtering
- Improve error handling for add_resource results
- Add proper cleanup on exit to kill AGFS processes
- Fix import_dir to use new directory handling logic

…ll content

- Lower default score_threshold from 0.3 to 0.1 (actual scores are 0.17-0.25)
- Fix build_context to use client.read() for full content instead of just abstract
- This fixes the issue where queries returned no results despite data being indexed

…, smart context loading

…ction, hybrid search, rerank

- P0: Integrate OpenViking Session for context-aware search with IntentAnalyzer
- P1: Add session.commit() for long-term memory extraction (6 categories)
- P2: Implement hybrid search strategy (find for simple, search for complex)
- P3: Add LLM-based rerank for improved result relevance

New CLI commands: /session, /commit, /memories

- abstract() only works for directories, not files
- Changed to try read() first, then abstract() for directories
- This fixes the issue where only 1 result was returned instead of 5

- Remove high_confidence_threshold and low_confidence_threshold
- Remove rerank (use OpenViking score directly)
- Remove confidence hints from system prompt
- Unified content loading: all results get full content (2000 chars)
- Simpler build_context without confidence logic

…xpansion

- Remove _should_use_deep_search and find() auto-selection
- Always use search() with session for IntentAnalyzer
- Add _expand_query() to expand Chinese queries with English keywords
- Example: 'OpenViking 怎么安装' → 'OpenViking 怎么安装 installation setup install pip'
- Installation doc now ranks #1 (was not in top 5 before)

… query expansion