AIエージェント
LangChain
アクション駆動型AIエージェント
エージェントシステム
GUIエージェント(Computer use)
マルチエージェントシステム
LangChainとLangGraphによるRAG・AIエージェント
AI safety
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アプリにエージ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
How to Build Agentic AIAgents
https://artificialintelligencemadesimple.substack.com/p/how-to-build-agentic-aiagents
Weekly AI Agent News!から見えたAIエージェントの現在地
https://masamasa59.hatenablog.com/entry/weekly-ai-agent-journey
AIエージェントビジネスの現状と今後の考察
https://masamasa59.hatenablog.com/entry/ai-agent-business-guide
生成AIエージェントが刺さる業務課題を探そう！
https://masamasa59.hatenablog.com/entry/business-challenges-for-ai-agents
2024年生成AIエージェントのおすすめ論文 16選
https://masamasa59.hatenablog.com/entry/2024-best-papers-on-ai-agents
The Year AI Will Start Building and Managing Other AI Agents
https://xpander.ai/2025/01/02/the-year-ai-will-start-building-and-managing-other-ai-agents/
2024年生成AIエージェントのおすすめ論文 16選
https://masamasa59.hatenablog.com/entry/2024-best-papers-on-ai-agents
生成AIエージェントが刺さる業務課題を探そう！
https://masamasa59.hatenablog.com/entry/business-challenges-for-ai-agents
AIエージェントビジネスの現状と今後の考察
https://masamasa59.hatenablog.com/entry/ai-agent-business-guide
Weekly AI Agent News!から見えたAIエージェントの現在地
https://masamasa59.hatenablog.com/entry/weekly-ai-agent-journey
ResearchTown: Simulator of Human Research Community
https://arxiv.org/abs/2412.17767
How to Build Agentic AIAgents
https://artificialintelligencemadesimple.substack.com/p/how-to-build-agentic-aiagents
The Agentic AI Era: After the Dawn, Here’s What to Expect
https://www.salesforce.com/blog/the-agentic-ai-era-after-the-dawn-heres-what-to-expect/
QuArch: A Question-Answering Dataset for AI Agents in Computer Architecture
https://arxiv.org/abs/2501.01892
SDPO: Segment-Level Direct Preference Optimization for Social Agents
https://arxiv.org/abs/2501.01821
対話型AIエージェントの構築方法について
https://qiita.com/yuno_miyako/items/6c70b4d53f64bf4382d9
「AIエージェントキャッチアップ #16 - Open Canvas (LangChain)」を開催しました
https://blog.generative-agents.co.jp/entry/2025/01/07/153441
Introducing ambient agents
https://blog.langchain.dev/introducing-ambient-agents/
AI Agents Are Here. What Now?
https://huggingface.co/blog/ethics-soc-7#ai-agents-are-here-what-now
agent-service-toolkit
https://github.com/JoshuaC215/agent-service-toolkit
Can a Single Model Master Both Multi-turn Conversations and Tool Use? CoALM: A Unified Conversational Agentic Language Model
https://arxiv.org/abs/2502.08820
2025年 生成AIの新たな波「AI エージェント」の可能性
https://qiita.com/ksonoda/items/08bdfadfb760043f2183
Track1 基調講演 - AI Agent Summit '25 Spring
https://www.youtube.com/watch?v=vY-e1ttDNfM&t=339s
AIエージェントキャッチアップと論文リサーチ
https://speakerdeck.com/os1ma/aiezientokiyatutiatuputolun-wen-risati
MoatになりうるAIエージェントのメモリデザインパターン
https://zenn.dev/deskrex/articles/9ee6c17f4a420b?redirected=1
AGENT DESIGN PATTERN CATALOGUE: A COLLECTION OF ARCHITECTURAL PATTERNS FOR FOUNDATION MODEL BASED AGENTS
https://arxiv.org/pdf/2405.10467