mlsanityData to 14 Oct 2026

Eliza: A Web3 friendly AI Agent Operating System

arXiv 2501.06781 ↗First posted 12 Jan 2025cs.AIcited by 15

On the map: LLM agents and tool use → General LLM agent frameworks and benchmarks

Abstract (arXiv)

AI Agent, powered by large language models (LLMs) as its cognitive core, is an intelligent agentic system capable of autonomously controlling and determining the execution paths under user's instructions. With the burst of capabilities of LLMs and various plugins, such as RAG, text-to-image/video/3D, etc., the potential of AI Agents has been vastly expanded, with their capabilities growing stronger by the day. However, at the intersection between AI and web3, there is currently no ideal agentic framework that can seamlessly integrate web3 applications into AI agent functionalities. In this paper, we propose Eliza, the first open-source web3-friendly Agentic framework that makes the deployment of web3 applications effortless. We emphasize that every aspect of Eliza is a regular Typescript program under the full control of its user, and it seamlessly integrates with web3 (i.e., reading and writing blockchain data, interacting with smart contracts, etc.). Furthermore, we show how stable performance is achieved through the pragmatic implementation of the key components of Eliza's runtime. Our code is publicly available at https://github.com/ai16z/eliza.

Key facts. Cited by 15 papers in the map (data through 14 Oct 2026). Placed in General LLM agent frameworks and benchmarks, one of 16 directions in LLM agents and tool use. Builds on 14 of its 33 references that are in the map. First posted on arXiv 12 Jan 2025.

Builds on

14 of 33 references.

References · 14

  1. 2023GPT-4 Technical Reportcited by 18,396
  2. 2023LLaMA: Open and Efficient Foundation Language Modelscited by 14,132
  3. 2022ReAct: Synergizing Reasoning and Acting in Language Modelscited by 8,695
  4. 2023Qwen Technical Reportcited by 3,344
  5. 2023Mistral 7Bcited by 3,164
  6. 2022DreamFusion: Text-to-3D using 2D Diffusioncited by 3,025
  7. 2024CogVideoX: Text-to-Video Diffusion Models with An Expert Transformercited by 2,261
  8. 2023Voyager: An Open-Ended Embodied Agent with Large Language Modelscited by 2,191
  9. 2024From Local to Global: A Graph RAG Approach to Query-Focused Summarizationcited by 1,453
  10. 2024DeepSeek LLM: Scaling Open-Source Language Models with Longtermismcited by 642
  11. 2023Auto-GPT for Online Decision Making: Benchmarks and Additional Opinionscited by 255
  12. 2024TripoSR: Fast 3D Object Reconstruction from a Single Imagecited by 232
2 more
  1. 2023A Comprehensive Survey on Vector Database: Storage and Retrieval Technique, Challengecited by 55
  2. 2024Layer-of-Thoughts Prompting (LoT): Leveraging LLM-Based Retrieval with Constraint Hierarchiescited by 6

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Cited by year (2026 to 14 Oct)

Citing papers per year: 2025: 9; 2026: 6.

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  1. 2025BetaWeb: Towards a Blockchain-enabled Trustworthy Agentic Web
  2. 2025Agentic Web: Weaving the Next Web with AI Agents
  3. 2026Infrastructure for the Agentic Web: Gap Analysis and Architecture from the Agentverse Platform
  4. 2025Build the web for agents, not agents for the web
  5. 2026The Web4 Agent Economy: A Large-Scale Empirical Study of the Landscape, Challenges, and Opportunities ↗
  6. 2025AutoAgent: A Fully-Automated and Zero-Code Framework for LLM Agents
  7. 2026A Baseline Assessment for the Agentic Web Technology Stack
  8. 2025Position: Collaborative Agentic AI Needs Interoperability Across Ecosystems