swiss_army_llama

Enrichment pending

A FastAPI service for semantic text search using precomputed embeddings and advanced similarity measures, with built-in support for various file types through textract.

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PythonCreated Aug 8, 2023

Trust & integrity

Full report

Maintenance: Dormant (498d since push); As of today · Source: github_public_v1
Provenance: Not a fork · Personal account; As of today · Source: github_public_v1
Security (OSV): No criticals; As of today · Source: osv@v1

Public GitHub metadata and optional OSV dependency scans. Signals, not a guarantee. Trust methodology.

Overview

A FastAPI service for semantic text search using precomputed embeddings and advanced similarity measures, with built-in support for various file types through textract.

Capability facts

Deploy: Self-host
Source: dockerfile:Dockerfile · Jul 11, 2026
Docker: Dockerfile present
Source: dockerfile:Dockerfile · Jul 11, 2026
Languages: python
Source: github.language+pyproject.toml · Jul 11, 2026

Compatibility

Sourced claims from the README excerpt - not unsourced marketing copy.

Python runtimePython

Source: README excerpt (regex_v1, Jul 11, 2026)

Python Requirements:

Source link

README

Requirements

System requirements for running the application (to support all the file types handled by textract):

sudo apt-get update
sudo 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

Python Requirements:

aioredis
aioredlock
aiosqlite
apscheduler
faiss-cpu
fast_vector_similarity
fastapi
faster-whisper
filelock
httpx
llama-cpp-python
magika
mutagen
nvgpu
pandas
pillow
psutil
pydantic
PyPDF2
pytest
python-decouple
python-multipart
pytz
redis
ruff
scikit-learn
scipy
sqlalchemy
textract-py3
uvicorn
uvloop
zstandard