Shypd.aiThe largest open index of AI toolsSwiss Army Llama is an AI Agents & Automation tool that provides a FastAPI service for semantic text search using precomputed embeddings. It supports various file types, including audio, and offers advanced similarity measures.
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Swiss Army Llama is a FastAPI service designed to streamline working with local LLMs by exposing convenient REST endpoints. It facilitates tasks such as obtaining text embeddings and completions using llama_cpp, and automates the process of generating embeddings for common document types like PDFs (with OCR support), Word files, and even audio files via Whisper transcription. To optimize performance, embeddings are cached in SQLite, and optional RAM Disks can be used for faster LLM loading. The service leverages a high-performance Rust-based library, fast_vector_similarity, for advanced similarity measures and supports semantic search using FAISS vector searching. It also offers multiple embedding pooling methods and a real-time application log viewer.
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