H2O.ai Blog

Introducing the h2oGPTe GitHub Action

Over the last few months we’ve been integrating H2O.ai’s flagship Agentic AI into GitHub and we’re excited to finally release the tool to the community. We built the tool to enhance the developer lifecycle in GitHub. Simply tag @h2ogpte in a pull request or issue comment and let the world’s best agentic AI review your code, suggest chan...

5 Takeaways from TD Bank and H2O.ai on the Future of Agentic AI in Banking

The next wave of AI in banking is here, and it’s reshaping how institutions prevent fraud, streamline operations, and serve customers. We’re moving beyond simple prediction and into a new era of action. This is the world of agentic AI — technology that can integrate complex functions, automate tasks, and transform how banks fight financi...

The Evolution of AI in Banking: Key Insights from Industry Experts

In a rapidly evolving regulatory and technological landscape, AI is no longer just a buzzword in banking—it’s a business imperative. But what does real adoption look like in an industry known for risk sensitivity and regulatory oversight? That was the focus of H2O.ai’s recent webinar, "Turning AI Strategy into Results", where ...

H2O.ai Tops the General AI Assistant (GAIA) Test

We're proud to announce that our h2oGPTe Agent has once again claimed the #1 spot on the prestigious GAIA (General AI Assistants) benchmark with an impressive 75% accuracy rate – the first time a grade of C has been achieved on the GAIA test set. Previously H2O.ai was first to get a passing grade on the GAIA test. This achievement places...

Agentic AI at Scale: Unlocking Enterprise Value with Domain-Specific LLMs and Exabyte Data

We’d like to personally thank Savannah Peterson and Dave Vellante for an engaging and insightful discussion on theCUBE, where we discussed the importance of AI’s convergence with enterprise data at scale. NVIDIA GTC always spotlights where AI is headed, from new GPU architectures to state of the art large language models (LLMs). During th...

The Battle for AI: Why Open Source Will Win | H2O.ai

Elon Musk just threw a $97.4 billion monkeywrench into OpenAI’s already tangled corporate transformation, exposing the real fight at hand: who gets to control the future of artificial intelligence? What started as a nonprofit mission to advance AI for humanity has turned into a high-stakes battle for dominance. OpenAI, once an open resea...

H2O.ai Tops GAIA Leaderboard: A New Era of AI Agents

We're excited to announce that our h2oGPTe Agent has achieved the top position on the GAIA (General AI Assistants, https://arxiv.org/abs/2311.12983) benchmark leaderboard (https://huggingface.co/spaces/gaia-benchmark/leaderboard), with a remarkable score of 65% - significantly outperforming other major players in the field. This achieveme...

H2O.ai Announces Collaboration with AI Verify Foundation to Drive Responsible AI Adoption at Scale in Singapore

At H2O.ai, our mission has always been clear: to enable the responsible and scalable adoption of AI. As part of our commitment to providing our customers with the tools they need to build, test, and govern their AI systems effectively, we are announcing our latest collaboration with AI Verify Foundation. The AI Verify Foundation is a not...

LLM DataStudio - V6.0 Release

H2O LLM DataStudio is a no-code application created to streamline data preparation tasks for Large Language Models (LLMs). The tool features three main components: Curate, Prepare, and Custom Eval. Curate - Conversion of documents (PDFs, DOC & audio/video files) into question-answer pairs and summarization pairs Prepare - Prepar...

H2O LLM DataStudio: V5.0 Release: Automatically Create your own Evaluation datasets (Custom RAG Evals)

Announcing H2O Danube 2: The next generation of Small Language Models from H2O.ai

A new series of Small Language Models from H2O.ai, released under Apache 2.0 and ready to be fine-tuned for your specific needs to run offline and with a smaller footprint. Why Small Language Models? Like most decisions in AI and tech, the decision of which Language Model to use for your production use cases comes down to trade-offs. ...

Open-Weight AI Models: A Path to Responsible Innovation

The recent Request for Comments (RFC) issued by the National Telecommunications and Information Administration (NTIA) on open-weight AI models has sparked an important conversation about the future of AI. As we consider the potential benefits and risks associated with making AI model weights more accessible and transparent, it is clear ...

Transformando Empresas Latinoamericanas con Inteligencia Artificial: Estrategias y Perspectivas

En la actualidad podemos reconocer que hay una alta emoción en foros y publicaciones acerca del uso de inteligencia artificial (IA) en diferentes ámbitos empresariales, muchas veces se habla de los grandes cambios que conlleva el uso de la IA en procesos de negocios sin embargo estos casos de uso exitosos en su mayoría pertenecen a com...

Unlocking GenAI Magic: GenAI AppStudio Revolutionizes App Development with LLMs! (Part 2)

GenAI AppStudio provides a no code way to take user sketches and generates the code for you. DEMO   Introducing GenAI AppStudio GenAI AppStudio is a no-code platform specifically crafted for non-technical users, to easily transform app ideas into reality with a few simple steps. One of its key features is the ability to sea...

H2O LLM DataStudio: V4.1 Release

H2O LLM DataStudio is a comprehensive no-code application designed to simplify data preparation tasks for Large Language Models (LLMs). This tool comprises three key components: Curate, Prepare, and Augment. Curate - Conversion of documents (PDFs, DOC & audio/video files) into question-answer pairs and summarization pairs Prepare ...

Introducing the H2O GenAI App Store: A Playground of Generative AI Innovation

As the world becomes increasingly interconnected and reliant on data-driven decisions, the need for powerful and innovative AI solutions has never been more critical. At H2O.ai, we've been at the forefront of AI and machine learning for the last decade, providing you with the tools and platforms to harness the power of data. Today, we're ...

Apresentamos a H2O GenAI App Store: um Playground de Inovação em Inteligência Artificial Generativa.

This blog was originally published in English here: https://h2o.ai/blog/2023/gen-ai-app-store/ À medida que o mundo se torna cada vez mais interconectado e dependente de decisões orientadas por dados, a necessidade de soluções de IA poderosas e inovadoras nunca foi tão crítica. Na H2O.ai, estivemos na vanguarda da IA e do aprendizado de ...

Presentamos la H2O GenAI App Store: Un Playground de Innovación en Inteligencia Artificial Generativa.

This blog was originally published in English here: https://h2o.ai/blog/2023/gen-ai-app-store/ A medida que el mundo se vuelve cada vez más interconectado y dependiente de decisiones basadas en datos, la necesidad de soluciones de inteligencia artificial (IA) potentes e innovadoras nunca ha sido tan crítica. En H2O.ai, hemos estado a la ...

Boosting LLMs to New Heights with Retrieval Augmented Generation

Businesses today can make leaps and bounds to revolutionize the way things are done with the use of Large Language Models (LLMs). LLMs are widely used by businesses today to automate certain tasks and create internal or customer-facing chatbots that boost efficiency. Challenges with dynamic adaption of LLMs As with any new hyped-up thi...

Entrenando Tu Propio LLM Sin Programación

This blog was originally published in English here: https://www.analyticsvidhya.com/blog/2023/09/training-your-own-llm-without-coding/ Introducción La Inteligencia Artificial Generativa, un campo fascinante que promete revolucionar cómo interactuamos con la tecnología y generamos contenido, ha causado sensación en el mundo. En este artí...

H2O LLM DataStudio Part II: Convert Documents to QA Pairs for fine tuning of LLMs

Convert unstructured datasets to Question-answer pairs required for LLM fine-tuning and other downstream tasks with H2O LLM Data Studio Curate. Every organization needs to own its GPT as simply as it needs to bring its data, algorithms, and models (read more here). A common problem we see in organizations is that they want to be able to...

Testing Large Language Model (LLM) Vulnerabilities Using Adversarial Attacks

Adversarial analysis seeks to explain a machine learning model by understanding locally what changes need to be made to the input to change a model’s outcome. Depending on the context, adversarial results could be used as attacks, in which a change is made to trick a model into reaching a different outcome. Or they could be used as an exp...

H2O LLM EvalGPT: A Comprehensive Tool for Evaluating Large Language Models

In an era where Large Language Models (LLMs) are rapidly gaining traction for diverse applications, the need for comprehensive evaluation and comparison of these models has never been more critical. At H2O.ai, our commitment to democratizing AI is deeply ingrained in our ethos, and in this spirit, we are thrilled to introduce our innovati...

Winner's Insight: Navigating the Parkinson's Disease Prediction Challenge with AI

Parkinson’s disease, a condition affecting movement, cognition, and sleep, is escalating rapidly. By 2037, it is projected that around 1.6 million U.S. residents will be confronting this disease, resulting in significant societal and economic challenges. Studies have hinted that disruptions in proteins or peptides could be instrumental in...

Generating LLM Powered Apps using H2O LLM AppStudio – Part1: Sketch2App

sketch2app is an application that let users instantly convert sketches to fully functional AI applications. This blog is Part 1 of the LLM AppStudio Blog Series and introduces sketch2app The H2O.ai team is dedicated to democratizing AI and making it accessible to everyone. One of the focus areas of our team is to simplify the adoption of...

Recap of H2O World India 2023: Advancements in AI and Insights from Industry Leaders

On April 19th, the H2O World made its debut in India, marking yet another milestone in its global journey. The conference gathered an array of notable experts and enthusiasts from deep learning, artificial intelligence, and data science. A broad spectrum of topics was covered, shedding light on the strides made in AI technology and its ...

Insights from AI for Good Hackathon: Using Machine Learning to Tackle Pollution

At H2O.ai, we believe technology can be a force for good, and we’re committed to leveraging its power to create a positive impact in the world. As part of this commitment, we recently organized an AI for Good Hackathon during the H2O World India event, where participants had the opportunity to apply their data science skills to a real-wor...

AI and Humans Combating Extinction Together with Dr. Tanya Berger-Wolf

Dr. Tanya Berger-Wolf , Co-Founder and Director of AI for conservation nonprofit Wild Me , takes the stage at H2O World Sydney 2022 to discuss AI solutions for wildlife conservation, connecting data, people, and machines. AI can turn a massive collection of images into high-resolution information databases about wildlife, enabling scienti...