Home/Data & Retrieval/swiss_army_llama

swiss_army_llama

Dicklesworthstone/swiss_army_llama

A FastAPI service for semantic text search using precomputed embeddings and advanced similarity measures

GitHub

GraphCanon updated Sep 20, 2026 · GitHub synced Sep 20, 2026

54views this month

1.1k stars67 forksLast push Feb 27, 2025 Python

Decision brief

Swiss_army_llama offers a versatile semantic text search FastAPI service with precomputed embeddings, similarity measures, and support for various file types via textract.

Good fit when

For projects requiring a comprehensive API solution that includes built-in support for diverse file formats like PDF, image, audio and more through textract
When you need integration with the llama-cpp-python library for advanced text search capabilities

Avoid when

Avoid if your project is strictly focused on real-time embeddings calculation without leveraging precomputed data
Not suitable for developers looking to avoid extensive system dependencies listed in its requirements

Observed Jul 15, 2026 · Source: enrich:decision_facts

swiss_army_llama alternatives Trust report

Verify the decision

Maintenance and security

Full trust report

Maintenance: Dormant (557d since push); As of Sep 8, 2026
Provenance: Not a fork · Personal account; As of Sep 8, 2026
Security (OSV): No criticals; As of Jul 11, 2026

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

Install

pip install swiss_army_llama

PyPI

Similar tools

Same-category neighbours. No typed graph edges are catalogued for this tool yet.

meilisearch

A lightning-fast search engine API bringing AI-powered hybrid search to your sites and applications.

59k★

localGPT

Chat with your documents locally using GPT models

22k★

WeKnora

Open-source LLM knowledge platform for creating a queryable RAG, autonomous reasoning agent, and self-maintaining Wiki.

20k★

Evidence and technical details

Sourced facts, taxonomy, compatibility claims, README excerpt, and machine-readable endpoints.

Overview

This Python-based repository offers a FastAPI service focused on semantic text search with support for various file types via textract, leveraging precomputed embeddings and advanced similarity techniques.

Capability facts

Deploy: Self-host
Source: dockerfile:Dockerfile · Sep 8, 2026
Docker: Dockerfile present
Source: dockerfile:Dockerfile · Sep 8, 2026
Languages: python
Source: github.language+pyproject.toml · Sep 8, 2026

Compatibility

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

Python runtimePython

Source: README excerpt (regex_v1, Sep 8, 2026)

Python Requirements:

Source link

README

Requirements System requirements for running the application (to support all the file types handled by textract): Python Requirements: License This project is licensed under the MIT License.

For agents

This page has a .md twin and JSON over the API.

/tools/dicklesworthstone-swiss-army-llama.md GET /api/graphcanon/tools/dicklesworthstone-swiss-army-llama GET /api/graphcanon/graph?tool=dicklesworthstone-swiss-army-llama