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  • šŸ¤– Hugging Face Just Clapped Back at OpenAIā€”And Itā€™s Open-Source! šŸ”„

šŸ¤– Hugging Face Just Clapped Back at OpenAIā€”And Itā€™s Open-Source! šŸ”„

The open-source AI battle is heating upā€”can Hugging Faceā€™s Open Deep Research challenge OpenAIā€™s dominance?

šŸš€ Story Highlights

šŸ“Œ Hugging Face builds its own AI research tool in just 24 hoursā€”and itā€™s open-source!

šŸ“Œ Competes directly with OpenAIā€™s Deep Research but lags slightly in accuracy.

šŸ“Œ Developers can tweak it to use open-weight models instead of OpenAIā€™s API.

šŸ“Œ Open-source vs proprietary AIā€”who will win? šŸ‘€

šŸ§ Context: Who, What, When, Where, and Why

  • Who? Hugging Face, the open-source AI powerhouse.

  • What? Open Deep Research, an AI agent for web research and report generation.

  • When? Released just days after OpenAIā€™s Deep Research.

  • Where? Onlineā€”available to developers worldwide.

  • Why? OpenAIā€™s research tool is closed-source, and Hugging Face wants to keep AI transparent & collaborative.

šŸŽ­ The Fastest AI Rivalry in History?

What happens when OpenAI launches a groundbreaking AI research tool? šŸ¤”

Hugging Face says, "Challenge accepted!" šŸ’„

In a whirlwind 24-hour sprint, Hugging Face developed Open Deep Researchā€”an AI agent that mimics OpenAIā€™s Deep Research but with a twist: Itā€™s open-source and free for anyone to explore and improve. šŸ”“

Is it perfect? Not yet. OpenAIā€™s model scores 67.36% accuracy, while Hugging Faceā€™s version hits 55.15%. But the real power lies in its open-source nature, allowing developers to refine and advance it.

šŸ”¬ How It Works

Just like OpenAIā€™s Deep Research and Googleā€™s Gemini, Open Deep Research is powered by an agent framework that enables it to:

āœ… Browse the web for relevant information šŸŒ

āœ… Perform multi-step research tasks šŸ“‘

āœ… Generate structured reports for users šŸ“Š

For now, it runs on OpenAIā€™s GPT-40, o1, and o3-mini via API, but developers can swap these out for open-weight models. šŸ› ļø

šŸ”„ Why This Matters

This isnā€™t just another AI toolā€”itā€™s a statement. šŸšØ

While OpenAI keeps its AI research capabilities under lock and key, Hugging Face is throwing open the doors. By open-sourcing Open Deep Research, they are:

  • Enhancing AI research transparency šŸ›ļø

  • Enabling developer-driven improvements šŸ”§

  • Challenging the AI giants head-on šŸ’Ŗ

And theyā€™re just getting started! Rumors say Hugging Face is also working on an Operator cloneā€”an AI agent that could control a browserā€™s mouse and keyboard. šŸ‘€

āœØ Why It Matters to You and What Actions You Can Take šŸ†

āœ… Explore Open Deep Researchā€”If you're a developer, dive into the code and see how it works! šŸ› ļø

āœ… Experiment with Open-Weight Modelsā€”Help improve AI research by testing alternative models. šŸ”

āœ… Stay Updated on AI Rivalriesā€”The AI battle between OpenAI and Hugging Face is heating upā€”who do you think will win? šŸ”„

āœ… Engage in the Discussionā€”What do you think about open-source vs. proprietary AI? Letā€™s talk in the comments! šŸ’¬

"The best way to predict the future of AI is to build it openly." 

Sanjukta Chakrabortty

5 tools relevant to the topic of open-source AI research and development:

  1. šŸ¤– Hugging Face Transformers ā€“ A leading open-source library for NLP models, including GPT-based architectures.

  2. šŸ› ļø LangChain ā€“ A powerful framework for building AI agents that can interact with external tools, APIs, and datasets.

  3. šŸ“Š OpenAI API ā€“ Provides access to GPT models for research and development, similar to what's used in Open Deep Research.

  4. šŸŒ Scrapy ā€“ A Python-based web scraping framework for collecting data from online sources, useful for AI research agents.

  5. šŸ“” Auto-GPT ā€“ An autonomous AI agent that can perform multi-step reasoning and research tasks, similar to Open Deep Research.

šŸ—žļøNews:

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