embeddinggemma

IMDb Clone - a Production-style React + Spring Boot app with Postgres, Opensearch, object storage, and k3s GitOps.

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

🔒 100% Private RAG Stack with EmbeddingGemma, SQLite-vec & Ollama - Zero Cost, Offline Capable

MedGEM brings Google's MedGemma and MedASR to offline Android devices for private, multimodal clinical support anywhere.

A high-performance, production-ready Rust microservice for Google's EmbeddingGemma-300M, serving embeddings via HTTP and gRPC with ONNX Runtime.

A multi-tenant knowledge-base service for agents

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.

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.

🐱 雨晴向量 — 纯离线 Android 本地文本向量化服务器，跑 EmbeddingGemma 模型，广播 OpenAI 兼容 API | RainyEmbedding - Offline text embedding server on Android

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.

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 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.

NeuroGuard-NICU: Explainable AI Risk Intelligence for Neonatal Intensive Care

An open-source Agentic RAG solution for seamless local Vector store retrieval and real-time web search. Automatically decides whether to query your internal Vector store or scout the Live Web for the most relevant information.

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

AI-powered research assistant that lets users upload research papers, ask questions, and receive evidence-grounded answers using RAG, ChromaDB, Ollama, and Streamlit.