AI Agent Frameworks
Frameworks define how AI agents interact, collaborate, and execute tasks. For a full list of frameworks, tools, and infrastructure, check out this comprehensive table. On Celo:- Olas: Framework for autonomous economic agents in decentralized markets.
- Implement MECH client into your dApp
- Celo Trader Agent
- can do transfers (for advanced Python developers)
- Gaia: Building intelligent ecosystems for evolving AI applications
- Meme Token Generator - an AI Agent that autonomously deploys tokens on Celo.
- Twitter Thread - short intro
- Video Tutorial
- Example Repository
- EternalAI: A Decentralized Autonomous Agent protocol running AI agents on Solidity smart contracts β exactly as programmed β without censorship, interference, or downtime.
- GT Protocol: AI Agents Builder, powered by GT Protocol AI Executive Technology, delivers customized AI agents tailored to enhance both business operations and personal daily tasks.
- ElizaOS: TypeScript-based framework with multi-agent simulation capabilities.
- LangChain: Framework for LLM-powered applications.
- MetaGPT: Multi-agent meta programming framework, mimicks organizational roles at a software company.
Launchpads
No-code platforms simplify AI agent deployment, making it easier to integrate social agents with tokens.- Virtuals: No-code AI Launchpad with LLP context system.
- Vapor: Platform built on ai16z Eliza Framework
Essential Tools
A variety of tools are available for building autonomous agents, including blockchain integration, machine learning, memory systems, simulation, monitoring, and security. For a quick start, focus on:- Blockchain tools for onchain operations.
- Memory systems for learning and adapting.
- LLMs optimized for Web3 data.
- Frameworks for multi-agent systems.
- Access controls and prompt verification.
- Support for videos, PDFs, and research papers.
- Effective use of LLMs, NLP, and RAG tools.
Intelligence Tools
Machine Learning Tools:- Purpose: Training, deploying, debugging and managing ML models
- Examples: LiteLLM, ModelZoo, TensorServe, GPT-Explorer
- Use Cases: Pattern recognition, classification, prediction
- Purpose: Language understanding and processing
- Examples: NeuralSpace, LangFlow
- Use Cases: Text analysis, grammar checking, entity recognition
- Purpose: Combining LLMs with knowledge bases
- Examples: Autonomous RAG, Agentic RAG, Local RAG Agent
- Use Cases: Enhanced chatbots, documentation search, context-aware responses
Infrastructure
Blockchain Tools:- GOAT: GOAT π (Great Onchain Agent Toolkit) is an open-source framework for adding blockchain capabilities like wallets and smart contracts to AI agents.
- Nebula: Web3 LLM by thirdweb
- Kaito: Unified crypto news data.
- GOAT: GOAT π (Great Onchain Agent Toolkit) is an open-source framework for adding blockchain capabilities like wallets and smart contracts to AI agents.
- ChainGPT: Is an advanced AI infrastructure that develops AI-powered technologies for the Web3, Blockchain, and Crypto space, developing solutions from Chatbots, NFT, Smart Contract Generators and AI Trading Assistants
- EigenLayer: Autonomous Verifiable Service (AVS) on EigenLayer is a decentralized service built on Ethereum that provides custom verification mechanisms of off-chain operations.
- Nebula: Web3 LLM by thirdweb
- Safe: Smart Accounts for Agents
- Kaito: Unified crypto news data.
- Mem0: Intelligent memory layer for AI assistants.
- Eliza Agent Memory: Knowledge graphing and document search.
- Mem0: Intelligent memory layer for AI assistants.
- Eliza Agent Memory: Knowledge graphing and document search.
- Predicate: Define rules for onchain interactions
- Functor Network: Policy framework for autonomous agents
- Access Controls: Environmental permissions
- Langfuse - Prompt Verification: Traces, evals, prompt management and metrics to debug and improve your LLM application.
- LiteLLM - LLM Access: Manage LLM access for your developer
- DataSphere: Visualizes large datasets for analysis.
- JinAIβs LLM-friendly Markdown Tool: Converts websites into LLM-friendly markdown.
- Masa: The #1 real-time data network for AI Agents & Apps
- Vana: The first open protocol for data sovereignty. User-owned AI through user-owned data. Growing the DataDAO ecosystem.
- DataSphere: Visualizes large datasets for analysis.
- JinAIβs LLM-friendly Markdown Tool: Converts websites into LLM-friendly markdown.