{"data":{"slug":"dicklesworthstone-swiss-army-llama","name":"swiss_army_llama","tagline":"A FastAPI service for semantic text search using precomputed embeddings and advanced similarity measures, with built-in support for various file types through textract.","github_url":"https://github.com/Dicklesworthstone/swiss_army_llama","owner":"Dicklesworthstone","repo":"swiss_army_llama","owner_avatar_url":"https://avatars.githubusercontent.com/u/35050222?v=4","primary_language":"Python","stars":1053,"forks":66,"topics":["embedding-similarity","embedding-vectors","embeddings","llama2","llamacpp","semantic-search"],"archived":false,"github_pushed_at":"2025-02-27T11:19:55+00:00","maintenance_label":"Dormant","url":"https://www.graphcanon.com/tools/dicklesworthstone-swiss-army-llama","markdown_url":"https://www.graphcanon.com/tools/dicklesworthstone-swiss-army-llama.md","api_url":"https://www.graphcanon.com/api/graphcanon/tools/dicklesworthstone-swiss-army-llama","graph_url":"https://www.graphcanon.com/api/graphcanon/graph?tool=dicklesworthstone-swiss-army-llama","description":"A FastAPI service for semantic text search using precomputed embeddings and advanced similarity measures, with built-in support for various file types through textract.","homepage_url":null,"license":null,"open_issues":0,"watchers":16,"ai_summary":null,"readme_excerpt":"## Requirements\n\nSystem requirements for running the application (to support all the file types handled by textract):\n\n```bash\nsudo apt-get update\nsudo apt-get install libxml2-dev libxslt1-dev antiword unrtf poppler-utils pstotext tesseract-ocr flac ffmpeg lame libmad0 libsox-fmt-mp3 sox libjpeg-dev swig -y\n```\n\nPython Requirements:\n\n```bash\naioredis\naioredlock\naiosqlite\napscheduler\nfaiss-cpu\nfast_vector_similarity\nfastapi\nfaster-whisper\nfilelock\nhttpx\nllama-cpp-python\nmagika\nmutagen\nnvgpu\npandas\npillow\npsutil\npydantic\nPyPDF2\npytest\npython-decouple\npython-multipart\npytz\nredis\nruff\nscikit-learn\nscipy\nsqlalchemy\ntextract-py3\nuvicorn\nuvloop\nzstandard\n```\n\n---\n\n## License\n\nThis project is licensed under the MIT License.","github_created_at":"2023-08-08T01:23:30+00:00","created_at":"2026-07-11T10:38:31.115937+00:00","updated_at":"2026-07-12T06:16:07.592121+00:00","categories":[{"slug":"vector-databases","name":"Vector Databases","url":"https://www.graphcanon.com/categories/vector-databases","markdown_url":"https://www.graphcanon.com/categories/vector-databases.md","api_url":"https://www.graphcanon.com/api/graphcanon/categories/vector-databases"},{"slug":"computer-vision","name":"Computer Vision","url":"https://www.graphcanon.com/categories/computer-vision","markdown_url":"https://www.graphcanon.com/categories/computer-vision.md","api_url":"https://www.graphcanon.com/api/graphcanon/categories/computer-vision"},{"slug":"speech-audio","name":"Speech & Audio","url":"https://www.graphcanon.com/categories/speech-audio","markdown_url":"https://www.graphcanon.com/categories/speech-audio.md","api_url":"https://www.graphcanon.com/api/graphcanon/categories/speech-audio"}],"tags":[{"slug":"embedding-vectors","name":"embedding-vectors"},{"slug":"embeddings","name":"embeddings"},{"slug":"python","name":"python"},{"slug":"semantic-search","name":"semantic-search"},{"slug":"llamacpp","name":"llamacpp"},{"slug":"embedding-similarity","name":"embedding-similarity"},{"slug":"llama2","name":"llama2"}],"trust":{"provenance":{"is_fork":false,"github_id":675892095,"owner_type":"User","methodology":"github_public_v1","parent_repo":null,"near_duplicate_slugs":[]},"computed_at":"2026-07-11T10:45:01.258Z","maintenance":{"label":"Dormant","score":18,"methodology":"github_public_v1","releases_90d":0,"days_since_push":498,"last_release_at":null},"security_summary":{"status":"ok","scanner":"osv@v1","low_count":0,"high_count":0,"last_scan_at":"2026-07-11T10:45:02.276Z","medium_count":0,"scan_profile":"deps","critical_count":0}},"capability_facts":{"scan":{"source":"repo_scan","observed_at":"2026-07-11T10:45:01.867Z"},"deploy":{"source":"dockerfile:Dockerfile","self_host":true,"observed_at":"2026-07-11T10:45:01.867Z","managed_saas":false},"languages":{"value":["python"],"source":"github.language+pyproject.toml","observed_at":"2026-07-11T10:45:01.867Z"},"has_docker":{"value":true,"source":"dockerfile:Dockerfile","observed_at":"2026-07-11T10:45:01.867Z"}}}}