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ReAct: Synergizing Reasoning and Acting in Language Models

2022
Shunyu Yao, Jeffrey Zhao +5

This paper introduces ReAct, an approach that integrates reasoning and acting in large language models (LLMs). ReAct enables LLMs to generate both reasoning traces and task-specific actions in an interleaved manner. This synergy allows reasoning to help induce, track, and update action plans, while actions interface with external sources like knowledge bases to gather more information, overcoming issues of hallucination and error propagation in prior methods.

paperLLMNLPai-agentgoogle+1
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ChatGPT

2022
OpenAI

ChatGPT helps you get answers, find inspiration and be more productive. It is free to use and easy to try. Just ask and ChatGPT can help with writing, learning, brainstorming and more.

chatbotai-toolsfoundation-modelopenaiai-image
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OpenRouter LLM Rankings

2023
OpenRouter, Inc.

Crowd-sourced leaderboard that tracks token usage, popularity trends and market share of large language models on the OpenRouter gateway.

ai-leaderboard
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Claude API

2023
Anthropic

Anthropic’s developer API for the Claude family of large language models, offering chat, vision, tool-use and agentic capabilities.

ai-developmentai-apiai-agentanthropicclaude
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Veo

2024
Google DeepMind

Veo is a state-of-the-art video generation model developed by Google DeepMind, designed to empower filmmakers and storytellers.

ai-toolsai-videovision
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LightRAG

2024
Zirui Guo, Lianghao Xia +3

LightRAG is an open-source framework designed for simple and fast Retrieval-Augmented Generation (RAG), integrating knowledge graphs, vector search, and efficient LLM-based processing to enhance question-answering over large document collections.

RAGLLMNLPgithubai-development+5
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Claude Code

2025
Anthropic

Transform hours of debugging into seconds with a single command. Experience coding at thought-speed with Claude's AI that understands your entire codebase—no more context switching, just breakthrough results.

ai-toolsai-codingvibe-codinganthropicmcp+1
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BrowserMCP

2025
BrowserMCP

A Model Context Provider (MCP) server with accompanying Chrome extension that allows AI applications to control and automate your real browser using the MCP protocol.

mcp-server
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Nano Banana Demos

2025

prompts and images demo of nano banana

ai-imageai-demosai-image-demos
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OpenAI Codex

2025
OpenAI

Codex is OpenAI’s series of AI coding tools that help developers move faster by delegating tasks to powerful cloud and local coding agents.

openaiai-codingai-toolsai-agentai-development
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TensorFlow

2015
Google

End-to-end open-source machine-learning platform for building, training and deploying models across desktop, mobile, web and cloud.

ai-developmentai-frameworkgoogleai-train
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Milvus

2019
Zilliz, LF AI & Data Foundation

Milvus is a high-performance, cloud-native vector database built for scalable vector ANN search. It powers AI applications by efficiently organizing and searching vast amounts of unstructured data, such as text, images, and multi-modal information.

ai-toolsai-developmentmlopsai-libraryRAG+1
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