Autonomous Agents

Design Patterns for Compound AI Systems (Conversational AI, CoPilots & RAG)

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Design Patterns for Compound AI Systems (Conversational AI, CoPilots & RAG)

Author: Raunak Jain March 18, 2024 Translator: Chen Zhiyan Proofreader: zrx This article is approximately 3700 words long and is suggested to be read in 9 minutes. How to build a process-configurable compound AI system using open-source tools. Original Title: Design Patterns for Compound AI Systems (Conversational AI, CoPilots & RAG) Original Link: https://medium.com/@raunak-jain/design-patterns-for-compound-ai-systems-copilot-rag-fa911c7a62e0 What … Read more

Innovative Engines in the Era of Smart Education: Educational Agents

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Innovative Engines in the Era of Smart Education: Educational Agents

Artificial Intelligence and Agents In the field of artificial intelligence, agents are also known as “Autonomous Agents”. They are adaptive systems capable of completing target tasks. Since the establishment of the artificial intelligence discipline in the 20th century, the design and implementation of agents have been a core goal for researchers in the field. The … Read more

Understanding Autonomous Agents in AI

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Understanding Autonomous Agents in AI

MLNLP community is a well-known machine learning and natural language processing community both domestically and internationally, covering NLP graduate students, university professors, and corporate researchers. The vision of the community is to promote communication and progress between the academic and industrial circles of natural language processing and machine learning, especially for the advancement of beginners. … Read more

Why AI Agents Seem Less Intelligent Than Expected

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Why AI Agents Seem Less Intelligent Than Expected

Note: AI agents are sometimes not the right tools for the job. Recently, a popular prediction is that software engineering will primarily be done by AI agents working autonomously in the background, while human developers mainly manage and guide these agents (supported by figures like Mark Zuckerberg and others). This differs from the “co-pilot” model … Read more

Agentic Mesh: The Next Direction in Agent Systems Evolution

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Agentic Mesh: The Next Direction in Agent Systems Evolution

Agentic Mesh: The Next Direction in Agent Systems Evolution * Core Concept Definitions1. Agentic: The ability to make independent decisions to achieve goals.2. Agentic AI: Using complex reasoning and iterative planning to autonomously solve multi-step complex problems.3. Autonomous Agents: Tasks completed using Agentic AI.4. Agentic Mesh: An interconnected ecosystem that allows autonomous agents to discover, … Read more

Introduction to Agentic AI and Its Design Patterns

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Introduction to Agentic AI and Its Design Patterns

Author:Lekha Priya Editor & Layout: Alex Recent overseas headlines say it all – the autonomous Agentic is coming in 2025! Bloomberg, October 21, 2024 reported Link: Breaking! Microsoft releases 10 AI agents powered by o1 reasoning capabilities Microsoft launches AI agents, deepening competition with Salesforce; the software manufacturer based in Redmond, Washington, announced on Monday … Read more