h2oResearch vs Google AI Edge Gallery

h2oResearch: Your AI Assistant on the Go Unleash the power of H2O's enterprise-grade AI with h2oResearch, the mobile assistant designed to supercharge productivity and knowledge access for your team. By leveraging advanced AI agents and large language models, H2O delivers a comprehensive research experience that goes beyond surface-level answers to provide deep, analytical insights. With Retrieval-Augmented Generation (RAG) and specialized AI agents tailored for business, h2oResearch provides intelligent, context-driven support to keep you informed and connected—all while ensuring your data stays private and secure. Key Features: * Deep Research Intelligence: H2O leverages sophisticated AI agents and cutting-edge LLMs to provide thorough research experiences, analyzing complex topics from multiple angles and delivering comprehensive insights that inform strategic decisions. * Enterprise-Ready AI: h2oResearch connects with your organization's data to deliver instant insights, summaries, and answers tailored to your business needs. * Secure Data Handling: Built with privacy at its core, h2oResearch is supported as single-tenant SaaS or fully managed by your organization. * LLM & RAG Integration: Experience the combined power of large language models and retrieval-augmented generation to streamline tasks, from drafting reports to handling complex queries with research-grade depth. * Intelligent AI Agents: Engage with specialized AI agents that adapt to your workflows, providing expert-level research capabilities and domain-specific insights in real-time for enhanced productivity. Customizable Experience: Tailor h2oResearch to suit your business goals with configurable settings, or rely on our optimized defaults for a seamless research experience. Transform the way you work with h2oResearch, the AI assistant designed for enterprise-level research and analysis. Discover how easy it is to connect, retrieve, and interact with data in real-time while accessing the deep analytical capabilities that H2O's trusted AI technology provides. Download today to elevate your mobile productivity with comprehensive research intelligence at your fingertips.

AI Edge Gallery is the premier destination for running the world’s most powerful open-source Large Language Models (LLMs) on your mobile device. Experience high-performance Generative AI directly on your hardware - fully offline, private, and lightning-fast. Now Featuring: EmbeddingGemma 2 & XR Language Teacher This update brings official support for the newly released EmbeddingGemma 2 model for multimodal semantic search, alongside interactive vocabulary games and on-device speech in XR Language Teacher and AI Chat - all running 100% on your device. Core Features - XR Language Teacher: Point your camera at the world around you to learn new languages in real time, turn saved vocabulary photos into editable sticker flashcards with Magic touch, and practice in the Vocab Popper and Buddy Runner study games. - Agent Skills: Transform your LLM from a conversationalist into a proactive assistant. Use the Agent Skills tile to augment model capabilities with tools like Wikipedia for fact-grounding, interactive maps, and rich visual summary cards. You can even load modular skills from a URL or browse community contributions on GitHub Discussions. - AI Chat with Thinking Mode & Voice: Engage in fluid, multi-turn conversations using text or on-device speech-to-text and text-to-speech with live word-level highlighting. Toggle Thinking Mode on supported models (starting with the Gemma 4 family) to see the model’s step-by-step reasoning process. - Instant Media Search: Explore your photo library (or built-in sample media) with fast, search-as-you-type natural language queries and image-to-image similarity matching with zero cloud roundtrips. - Video Moment Finder: Pinpoint exact moments inside videos using natural language descriptions. Jump straight to highlighted timestamps on an interactive timeline, trim clips, and save or export your favorite moments. - Ask Image: Use multimodal power to identify objects, solve visual puzzles, or get detailed descriptions using your device’s camera or photo gallery. - Audio Scribe: Transcribe and translate voice recordings into text in real time using high-efficiency on-device language models. - Prompt Lab: A dedicated workspace to test different prompts and single-turn use cases with granular control over model parameters like temperature and top-k. - Mobile Actions: Unlock offline device controls and automated tasks powered entirely by a finetune of FunctionGemma 270M. - Tiny Garden: A fun, experimental mini-game that uses natural language to plant and harvest a virtual garden using a finetune of FunctionGemma 270M. - Model Management & Benchmark: Gallery is a flexible sandbox for a wide variety of open-source models. Easily download models from the list or load your own custom models. Manage your model library effortlessly and run benchmark tests to understand exactly how each model performs on your specific hardware. - 100% On-Device Privacy: All model inferences happen directly on your device hardware. No internet is required, ensuring total privacy for your prompts, images, and sensitive data. Built for the Community AI Edge Gallery is an open-source project designed for the developer community and AI enthusiasts alike. Explore our example features, contribute your own skills, and help shape the future of the on-device agent ecosystem. Check out the source code on GitHub: https://github.com/google-ai-edge/gallery Note: This app is in active development. Performance is dependent on your device's hardware (CPU/GPU). For support or feedback, contact us at google-ai-edge-gallery-android-feedback@google.com.