AIエージェント

Implement ReAct (Reason+Act) with OpenAI GPT and LangChain

https://tsmatz.wordpress.com/2023/03/07/react-with-openai-gpt-and-langchain/

react

https://www.promptingguide.ai/jp/techniques/react

Pengenuity: ReAct Agent with Human Like Memory System

https://github.com/dory111111/Pengenuity

https://twitter.com/GPTDAOCN/status/1676259417686413312?s=20

良い図

AIエージェント沼にハマるためにこの辺を見ておけば良いと思われるリソースまとめ

https://note.com/mahlab/n/na21df3ccbe18?fbclid=IwAR0k7T-f8inuiwZbz5yps35SiNZ8d4ImZX2r9GH7XXQymx__rmKJC_thgEs

AutoGluon

SuperAGI

複数のAIが話し合ってアプリを作るフレームワーク　米Microsoftなどの研究者らが開発

https://www.itmedia.co.jp/news/articles/2310/23/news033.html

LLMの回答精度を高める、ReActの論文を読んでみた

https://qiita.com/kzkymn/items/de4e3a17db6e5363705d

LLM Powered Autonomous Agents

https://lilianweng.github.io/posts/2023-06-23-agent/

LangChain の Tavily Serch API を試す

https://note.com/npaka/n/n9fe8a607c56e

JAT (Jack of All Trades) の概要

https://note.com/npaka/n/n2346236de66a

LLMエージェントのデザインパターン、Agentic Design Patternsを理解する

https://zenn.dev/loglass/articles/b9ee37737deb85

devin

https://qiita.com/to3izo/items/9b44ec4f6a82f09a8af2

Doryさん

https://twitter.com/dory111111

Autonomous Evaluation and Refinement of Digital Agents

https://www.docswell.com/s/DeepLearning2023/KXY8MR-2024-04-25-142014

Weekly AI Agents News!

https://speakerdeck.com/masatoto/weekly-ai-agents-news

algomatic

https://open.spotify.com/episode/1Ffrj4qnuXJvXlVXcYTH0Q?go=1&sp_cid=51fd64814ef2116efba44400b886914e&utm_source=embed_player_p&utm_medium=desktop&nd=1&dlsi=e22e3085d5364de7

Agent Hospital: A Simulacrum of Hospital with Evolvable Medical Agents

https://www.docswell.com/s/DeepLearning2023/K8G431-2024-07-04-094121#p1

LLMアプリにエージェントらしさを組み込む/Build LLM Apps Agentically

https://speakerdeck.com/yoshidashingo/build-llm-apps-agentically

AutoGen Studio 2.0: Revolutionizing AI Agents

https://autogen-studio.com/

https://microsoft.github.io/autogen/

GenAI Agents: Comprehensive Repository for Development and Implementation

https://github.com/NirDiamant/GenAI_Agents

【2024/11/14】書籍『LangChainとLangGraphによるRAG・AIエージェント［実践］入門』の歩き方【アーカイブ】

https://www.youtube.com/watch?v=-2VwGv2sj_8

Agents Thinking Fast and Slow: A Talker-Reasoner Architecture

https://arxiv.org/abs/2410.08328

AIエージェントキャッチアップ #4 - OpenHands (旧OpenDevin)

https://www.youtube.com/watch?v=f0T1jbklL1Q

https://github.com/All-Hands-AI/OpenHands

Memory for agents

https://blog.langchain.dev/memory-for-agents/

AIエージェントキャッチアップ #6 - Swarm (OpenAI)

https://www.youtube.com/watch?v=c2h4YQIJ6mo

Agent-to-Sim: Learning Interactive Behavior Models from Casual Longitudinal Videos

https://arxiv.org/abs/2410.16259

https://www.youtube.com/watch?v=wnsZ7DuqYp0

【AI Shift Advent Calendar 2024】AIエージェントの設計とその勘所

https://www.ai-shift.co.jp/techblog/5252