https://github.com/amaurycannesson/picasa-rs
https://github.com/amaurycannesson/picasa-rs
diesel huggingface-candle openai-clip pgvector postgis
Last synced: 3 months ago
JSON representation
- Host: GitHub
- URL: https://github.com/amaurycannesson/picasa-rs
- Owner: amaurycannesson
- Created: 2025-06-24T02:16:04.000Z (3 months ago)
- Default Branch: main
- Last Pushed: 2025-06-27T07:24:05.000Z (3 months ago)
- Last Synced: 2025-06-27T08:31:02.341Z (3 months ago)
- Topics: diesel, huggingface-candle, openai-clip, pgvector, postgis
- Language: Rust
- Homepage:
- Size: 11.4 MB
- Stars: 0
- Watchers: 0
- Forks: 0
- Open Issues: 0
-
Metadata Files:
- Readme: README.md
Awesome Lists containing this project
README
# picasar-rs
A photo scanning tool with AI-powered semantic search capabilities.
## Features
- **Photo Scanning**: Recursively scan directories for photos with optional EXIF data extraction and file hashing
- **AI Embeddings**: Generate CLIP model embeddings for semantic understanding of images
- **Semantic Search**: Search your photo collection using natural language queries
- **PostgreSQL Integration**: Uses PostgreSQL with pgvector extension for efficient similarity search
- **HEIC Support**: Native support for Apple's HEIC image format
## Usage
### Scan Photos
```bash
# Basic scan
picasa-cli scan /path/to/photos
# Scan with both EXIF and hashing
picasa-cli scan /path/to/photos --with-exif --with-hash
```
### Generate Embeddings
```bash
# Compute embeddings for all scanned photos
picasa-cli embed
```
### Search Photos
```bash
# Basic semantic search
picasa-cli search semantic "sunset over mountains"
```
## TODO
- [ ] Improve documentation (install steps)
- [ ] Add integration tests
- [ ] Package CLIP model with binary
- [ ] Add GUI, Web server, MCP server
- [ ] Configuration file system (~/.picasa-rs/config.toml)
- [ ] Create image thumbnails
- [ ] Logging system
## Requirements
- PostgreSQL with pgvector and postgis extensions
- Sys deps : libheif, libpq
- CLIP model files