feature/insights #46

cameron · 2026-01-14T19:21:19Z

cameron commented

2026-01-14 19:21:19 +00:00

AI based Insight Generation based off messages, location history, calendar events, etc.

cameron added 23 commits 2026-01-14 19:21:20 +00:00

Fix memory filename date extraction 0dfec4c8c5

Create Insight Generation Feature 1171f19845

Added integration with Messages API and Ollama

Add Insights Model Discovery and Fallback Handling cf52d4ab76

Re-enable video GIF generation cbbfb7144b

Remove dialoguer dependency 43b7c2b8ec

Enhanced Insights with daily summary embeddings 11e725c443

Bump to 0.5.0. Added daily summary generation job

Update README ad07f5a1fa

Cargo fix bb23e6bb25

Add Google Takeout data import infrastructure d86b2c3746

Implements Phase 1 & 2 of Google Takeout RAG integration:
- Database migrations for calendar_events, location_history, search_history
- DAO implementations with hybrid time + semantic search
- Parsers for .ics, JSON, and HTML Google Takeout formats
- Import utilities with batch insert optimization

Features:
- CalendarEventDao: Hybrid time-range + semantic search for events
- LocationHistoryDao: GPS proximity with Haversine distance calculation
- SearchHistoryDao: Semantic-first search (queries are embedding-rich)
- Batch inserts for performance (1M+ records in minutes vs hours)
- OpenTelemetry tracing for all database operations

Import utilities:
- import_calendar: Parse .ics with optional embedding generation
- import_location_history: High-volume GPS data with batch inserts
- import_search_history: Always generates embeddings for semantic search

🤖 Generated with [Claude Code](https://claude.com/claude-code)

Co-Authored-By: Claude Sonnet 4.5 <noreply@anthropic.com>

Phase 3: Integrate Google Takeout context into InsightGenerator cd66521c17

- Updated InsightGenerator struct with calendar, location, and search DAOs
- Implemented hybrid context gathering methods:
  * gather_calendar_context(): ±7 days with semantic ranking
  * gather_location_context(): ±30 min with GPS proximity check
  * gather_search_context(): ±30 days semantic search
- Added haversine_distance() utility for GPS calculations
- Updated generate_insight_for_photo_with_model() to use multi-source context
- Combined all context sources (SMS + Calendar + Location + Search) with equal weight
- Initialized new DAOs in AppState (both default and test implementations)
- All contexts are optional (graceful degradation if data missing)

🤖 Generated with [Claude Code](https://claude.com/claude-code)

Co-Authored-By: Claude Sonnet 4.5 <noreply@anthropic.com>

Improve Exif Query path handling 61e10f7678

Daily Summary Embedding Testing 084994e0b5

Pass image as additional Insight context b2cc617bc2

Fix test 0efa8269a1

Fallback to sorting by Metadata date fa600f1c2c

Remove unused function 5b35df4007

Add check for vision capabilities ad0bba63b4

Fix upload with missing file name or space in filename a37a211282

Make date parse from metadata a little more consistent f65f4efde8

Add model capability caching and clear functions b7582e69a0

Fix unused import from binary from getting removed with cargo fix e9729e9956

Run clippy fix e2d6cd7258