Github Repos | Joshua Berkowitz

12 Articles

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Docker cagent: The Open-Source Multi-Agent AI Runtime

In the rapidly evolving landscape of AI, building and deploying AI agents has often required navigating a maze of complex frameworks, managing multiple API integrations, and wrestling with configurati...

AI Agents Artificial Intelligence Developer Tools DevOps Docker Enterprise AI Go LLM Marketing Automation MCP Multi-Agent Systems Open Source

Dec 16, 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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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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DeepAnalyze-8B: The First Agentic LLM for Autonomous Data Science

In October 2025, the Database & Intelligent Information Retrieval Laboratory (DBIIR) at Renmin University of China released DeepAnalyze-8B , marking a significant milestone in the evolution of artific...

Agentic AI AI Autonomous AI Data Science LLM Machine Learning Open Source Python

Nov 13, 2025

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Building the Future of AI Agents: Inside Google's Agent Development Kit

When Google released the Agent Development Kit in early 2025, they weren't just offering another framework for building AI applications. They were making a bold statement about the future of agentic A...

Agent Development Agent Orchestration AI Agents Gemini Google ADK LLM Machine Learning MCP Multi-Agent Systems OpenTelemetry Production AI Python Software Engineering Vertex AI

Nov 6, 2025

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LangChain: Building the Future of Context-Aware AI Applications

In October 2022, a team of engineers released LangChain , a Python framework designed to solve a fundamental challenge in the emerging world of Large Language Models. The question they tackled: how do...

Agent Framework AI Agents Framework LangChain LangGraph LangSmith LLM Machine Learning Open Source Python RAG

Oct 25, 2025

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ROMA: A Recursive Roadmap for Multi‑Agent Systems

ROMA (Recursive Open Meta-Agents) is an open-source framework from Sentient that turns complex goals into structured, parallelizable work. It does this by recursively decomposing tasks and orchestrati...

agents Agno E2B fastapi goofys LiteLLM LLM multi-agent open source python research

Oct 10, 2025

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Microsoft Agent Framework: Evolving AI Agent Development

The ability to orchestrate multiple AI agents working together on complex tasks has become a critical capability for enterprise applications. Microsoft's Agent Framework is the direct successor to two...

Agent Framework AI Azure Enterprise AI LLM Microsoft Multi-Agent Systems .NET OpenAI Open Source Python Workflows

Oct 2, 2025

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Alibaba's AgentScope: Building the Future of Multi-Agent AI Applications

Multi-agent systems represent one of the most promising frontiers for creating sophisticated, collaborative AI applications. While many frameworks focus on hiding complexity behind layers of abstracti...

AgentScope AI framework LLM multi-agent open source Python

Sep 29, 2025

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Notion MCP Server: A Practical Bridge Between AI Agents and Your Workspace

Notion's open-source Notion MCP Server turns the company's popular productivity platform into a first-class tool provider for AI agents. It implements the Model Context Protocol (MCP), a common langua...

AI Agents Developer Tools LLM MCP Notion OpenAPI TypeScript

Sep 23, 2025

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AI-Powered Brute-Force Automation: Inside BruteForceAI

BruteForceAI is an open-source penetration testing utility that applies large language models to the long-standing problem of web login testing , automating selector discovery and accelerating both re...

AI brute-force bug bounty cybersecurity LLM penetration testing Playwright security tools

Sep 12, 2025

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LangExtract: Grounded, Structured Extraction for Long Text

LangExtract is a focused open-source library from Google that turns unstructured text into structured data you can trust. It combines schema-guided prompts, precise span alignment to the source text, ...

Gemini information extraction langextract LLM NLP Ollama OpenAI plugins Python

Sep 9, 2025

0 33363

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