embeddinggemma

This VL-JEPA implimentation takes direct insperation from the original VL-JEPA paper

Private encrypted research workspace with local AI, Hebrew/Strong's study, Mispar Gadol, semantic RAG, and Swiss Ephemeris charts.

Dockerized EmbeddingGemma HTTP inference service for Rails semantic search, deployable as a Kamal accessory.

A self-hosted SearXNG-based metasearch and research platform for Richmack OS with private multi-engine search, custom search workflows, Docker deployment, and programmable information retrieval.

Semantic caching service using Redis vector search and EmbeddingGemma (via Ollama) for multilingual LLM query caching. Supports Matryoshka dimensions (768/512/256/128) for flexible quality vs storage trade-offs.

A Retrieval-Augmented Generation service that crawls websites, indexes content into a vector database, and answers questions with explicit source citations. Designed for correctness, safety, and observability within practical engineering constraints.

AI-powered document automation for Greek businesses — portfolio showcase. FastAPI + Next.js 16 + Postgres/pgvector · LangGraph tool-calling chat agent · hybrid RAG (semantic + keyword + trigram) · local EmbeddingGemma 300M · Gemini + Claude via multi-model router. Source-available for viewing only (see LICENSE.md).

A cute, fully local Animal Crossing RAG assistant built with Ollama, Gemma 3, EmbeddingGemma, Python and NumPy.