LangChain Releases Deep Agents: A Structured Runtime for Planning, Memory, and Context Isolation in Multi-Step AI Agents
Source: MarkTechPost Most LLM agents work well for short tool-calling loops but start to break down when the...
Zhipu AI Introduces GLM-OCR: A 0.9B Multimodal OCR Model for Document Parsing and Key Information Extraction (KIE)
Source: MarkTechPost Why Document OCR Still Remains a Hard Engineering Problem? What does it take to make OCR...
How to Build Type-Safe, Schema-Constrained, and Function-Driven LLM Pipelines Using Outlines and Pydantic
Source: MarkTechPost In this tutorial, we build a workflow using Outlines to generate structured and type-safe outputs from...
Garry Tan Releases gstack: An Open-Source Claude Code System for Planning, Code Review, QA, and Shipping
Source: MarkTechPost What if AI-assisted coding became more reliable by separating product planning, engineering review, release, and QA...
Model Context Protocol (MCP) vs. AI Agent Skills: A Deep Dive into Structured Tools and Behavioral Guidance for LLMs
Source: MarkTechPost In recent times, many developments in the agent ecosystem have focused on enabling AI agents to...
Google AI Introduces ‘Groundsource’: A New Methodology that Uses Gemini Model to Transform Unstructured Global News into Actionable, Historical Data
Source: MarkTechPost Google AI Research team recently released Groundsource, a new methodology that uses Gemini model to extract...
How to Build an Autonomous Machine Learning Research Loop in Google Colab Using Andrej Karpathy’s AutoResearch Framework for Hyperparameter Discovery and Experiment Tracking
Source: MarkTechPost In this tutorial, we implement a Colab-ready version of the AutoResearch framework originally proposed by Andrej...
Can AI help predict which heart-failure patients will worsen within a year?
Source: MIT News – Artificial intelligence Characterized by weakened or damaged heart musculature, heart failure results in the...
Stanford Researchers Release OpenJarvis: A Local-First Framework for Building On-Device Personal AI Agents with Tools, Memory, and Learning
Source: MarkTechPost Stanford researchers have introduced OpenJarvis, an open-source framework for building personal AI agents that run entirely...
How to Design a Streaming Decision Agent with Partial Reasoning, Online Replanning, and Reactive Mid-Execution Adaptation in Dynamic Environments
Source: MarkTechPost In this tutorial, we build a Streaming Decision Agent that thinks and acts in an online,...