embeddinggemma

Popcorn Society - a full-stack movie discovery app with a voice-first AI concierge, explainable recommendations, and GitOps delivery to a self-hosted k3s cluster.

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.

ComptaRAG is an agentic RAG assistant for accounting and financial-law questions, aimed especially at professionals in Tunisia. It combines IFRS knowledge with Tunisian tax and accounting regulations, and grounds every answer in retrieved source material instead of relying on the model's own memory.

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.

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

NPU embeddings for Retrieval Augmented Generation to feed context to AI agents. Windows. AMD SoC.

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

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.

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

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).