Open-source projects tagged “embeddings”

Self-hosted semantic search over YouTube transcripts, with results linking to the exact timestamp in each video.

A command-line toolkit that parses documents into markdown and runs local semantic keyword search and AI-powered Q&A over text files.

An educational JavaScript tutorial that builds retrieval-augmented generation step by step with local LLMs and no cloud APIs.

A 8-29 MB foundation model for phones, wearables, robots and microcontrollers that handles tool calls, structured extraction, embeddings and speech-to-text on-device.

Visual RAG toolkit that renders web pages and PDFs as screenshots and retrieves over the images, keeping tables and charts intact.

Self-hosted inference server that serves embedding, reranking, extraction, OCR, guardrail, and LLM models from one cluster in your own cloud.

Desktop app that searches your local files by meaning, across photos, PDFs, documents, audio, video and code, running on-device with EmbeddingGemma 2.