Github Repos | Joshua Berkowitz

11 Articles

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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

0 13200

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

0 6556

Lance: The Columnar Data Format Transforming Machine Learning Workflows

Multimodal data management has become one of the most critical bottlenecks in machine learning and artificial intelligence. While the world generates increasingly complex multimodal datasets combining...

AI data format LanceDB machine learning multimodal open source Python Rust vector search

Sep 14, 2025

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Youtu-agent: Democratizing AI Agent Development with Open-Source Excellence

The ability to create autonomous agents that can reason, plan, and execute complex tasks has become a holy grail for developers and researchers alike. Youtu-agent is Tencent's groundbreaking framework...

Agent Framework AI Agents Automation Benchmark DeepSeek Open Source Python Tencent Toolkits YAML

Sep 11, 2025

0 3707

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

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MindsDB: The Enterprise AI Platform That Unifies Data and Delivers Real-Time Intelligence

A fundamental challenge has persistently hindered organizations in enterprise AI adoption: how do we make AI systems work seamlessly with data scattered across countless databases, applications, and f...

AI Analytics Data Integration Enterprise Federated Query MCP Open Source Python

Sep 8, 2025

0 3300

DeepCode: An Open Agentic Coding System That Turns Papers Into Code

DeepCode from the Data Intelligence Lab at The University of Hong Kong (HKUDS) is an open agentic coding system that turns research papers and natural language requirements into working code. It aims ...

agents code-generation HKU MCP Paper2Code Python RAG research-reproduction Streamlit

Sep 3, 2025

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The Python Reflex Web Framework

In the ever-evolving world of software development, the line between different programming domains is constantly blurring. Data scientists are building dashboards, machine learning engineers are deplo...

Open Source Python web development

Aug 30, 2025

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OpenBB: An Open Financial Data Platform That Meets You Where You Work

OpenBB is an open source financial data platform that lets you pull equities, options, crypto, forex, macro, fixed income and more through a unified Python API and CLI. It pairs community-driven conne...

Data Platform Finance OpenBB Open Source Python

Aug 28, 2025

0 31306

mcp-agent: Build composable AI agents on MCP

mcp-agent from LastMile AI is a Python framework that connects the dots between the low-level Model Context Protocol and high-level, production-friendly agent patterns. It manages MCP server lifecycle...

Agents AI Frameworks Anthropic LastMile AI MCP OpenAI Swarm Python

Aug 24, 2025

0 7634

Prophet, Revisited: Practical Time-Series Forecasting at Scale

Some tools become classics because they solve a stubborn, everyday problem with just the right mix of automation and control. Prophet is one of them: an open-source procedure for forecasting time seri...

Bayesian Forecasting Prophet Python R Stan Time Series

Aug 20, 2025

0 9570

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