Blog Posts | Joshua Berkowitz

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Machine Learning ×

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

0 8371

Github Repos

Microsoft Agent Framework: The Next Evolution in AI Agent Development

Microsoft has unveiled a powerful new tool that represents the next generation of AI agent development: the Microsoft Agent Framework . Born from the groundbreaking work of two pioneering projects, Se...

AI Automation Azure C# Enterprise Software Machine Learning Microsoft Multi-Agent Systems .NET OpenAI Open Source Python Workflows

Oct 22, 2025

0 30800

Github Repos

Gaia2 and ARE: The Next Generation of Agent Evaluation and Development

The field of AI agent development has reached a critical juncture where traditional evaluation methods fall short of capturing the complexity of real-world deployment scenarios. Meta's latest research...

Agent Orchestration AI Agents Benchmarking Evaluation Machine Learning Meta Research Multi-Agent Systems Research Platform Time-sensitive Computing

Oct 2, 2025

0 13244

Papers

Databricks Assistant Data Science Agent Accelerates End-to-End Workflows

Data science projects often involve tedious setup, repetitive exploration, and time-consuming debugging. The Databricks Assistant Data Science Agent changes the narrative by turning hours of work into...

AI Agents Automation Databricks Data Governance Data Science Machine Learning Productivity Unity Catalog

Sep 10, 2025

0 5588

News

Azure Databricks Sets the Standard for Business Intelligence on Azure

Today’s businesses need to extract actionable insights from growing volumes of data faster than ever. Azure Databricks emerges as a leading platform in this arena, delivering the scale, speed, and sea...

Azure Databricks Azure Integration Business Intelligence Data Analytics Data Governance Data Lake Machine Learning

Aug 8, 2025

0 1265

News

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