Blog Posts | Joshua Berkowitz

15 Articles

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CUGA on Hugging Face: IBM Brings Configurable AI Agents to Everyone

Building adaptable AI agents has required navigating complex orchestration and confronting limited flexibility. CUGA offers a robust open-source framework thatsimplifies the process, CUGA empowering u...

agent frameworks AI agents automation enterprise AI Groq Hugging Face Langflow open source

Dec 30, 2025

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Configurable AI Agents: How CUGA Is Transforming Workflow Automation

AI agents already going beyond rigid scripts to handle complex, evolving tasks and adapt to any workflow or domain. CUGA is a next-generation, open-source AI agent framework now available on Hugging F...

AI agents automation enterprise AI Groq Hugging Face Langflow open source workflow automation

Dec 26, 2025

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Smolagents: Hugging Face's Minimalist Framework for Building Powerful AI Agents

Smolagents is Hugging Face's library that proves you can build sophisticated AI agents with just a few lines of code. The name says it all: this is a "smol" (small) library with an outsized impact on ...

AI Agents Code Agents Hugging Face LLM Machine Learning Multi-Agent Systems Open Source Python RAG

Dec 13, 2025

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Github Repos

Hugging Face Transformers: The Open-Source Backbone of Modern AI

Only a handful of open-source projects have achieved the transformative impact of Hugging Face Transformers. With over 154,000 GitHub stars, more than 3,500 contributors, and a staggering 398,000+ dep...

AI Deep Learning Hugging Face Machine Learning NLP Open Source Python Transformers

Dec 12, 2025

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Github Repos

Hugging Face Skills: Teaching AI Agents the Art of Machine Learning

There is something genuinely exciting happening at the intersection of coding agents and machine learning infrastructure. Hugging Face, the company that has become synonymous with democratizing AI, ha...

AI Agents Coding Agents Fine-Tuning Hugging Face LLM Machine Learning Open Source TRL

Dec 11, 2025

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Github Repos

How Codex and Hugging Face Skills Automate Open Source AI Model Training

We are moving towards an era where we can hand off your machine learning experiments to an AI agent, with every step from data validation to deployment managed seamlessly. OpenAI Codex with Hugging Fa...

AI training automation Codex deployment Hugging Face machine learning model fine-tuning open source

Dec 11, 2025

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OpenEnv: Fueling the Future of Agentic AI with Open, Standardized Environments

AI agents are getting smarter, but their ability to interact with the world safely and effectively hinges on more than just powerful models. They require environments purpose-built for safety , flexib...

agentic systems AI agents environments Hugging Face Meta open source reinforcement learning standardization

Oct 28, 2025

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Sentence Transformers Joins Hugging Face: What This Means for NLP Innovation

The Sentence Transformers library, a staple in natural language processing, is officially joining the Hugging Face ecosystem. This move marks a significant leap for both the tool and the community, as...

community embeddings Hugging Face machine learning NLP open source semantic search Sentence Transformers

Oct 27, 2025

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Unlocking Image Intelligence with AI Sheets

Hugging Face’s latest update to AI Sheets is letting you transform images into structured, actionable data and creative assets. This innovation opens up fresh possibilities for data analysis and conte...

AI Sheets content creation data extraction Hugging Face image analysis no-code vision models

Oct 22, 2025

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Revolutionize Your Data Workflows with AI Sheets: No Coding Needed

Imagine working with complex datasets, harnessing the latest AI models, and transforming raw data into actionable insights, without a single line of code. AI Sheets by Hugging Face offers this capabil...

AI Sheets data enrichment datasets Hugging Face model comparison no-code prompt engineering synthetic data

Oct 8, 2025

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Hugging Face’s FinePDFs Dataset For AI Training

AI research has long relied on web-scraped content, but Hugging Face’s FinePDFs dataset is set to change the landscape. By sourcing over 475 million documents directly from PDFs, often considered too ...

AI data engineering datasets Hugging Face language models machine learning open source PDF

Sep 19, 2025

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Public AI Expands Access as a New Hugging Face Inference Provider

AI developers and enthusiasts have a new reason to celebrate: Public AI is now an official Inference Provider on the Hugging Face Hub . This development makes it easier than ever to access powerful, s...

AI infrastructure free access Hugging Face inference providers model deployment open source Public AI

Sep 19, 2025

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