⚠️ Warning: This is alpha software under active development. Expect frequent breaking changes and bugs. The API is not yet stable.

Cross-chain Generative Agents

Daydreams is a powerful framework for building generative agents that can execute tasks across any blockchain or API.

Feature	Description
🔗 Chain Agnostic	Execute transactions and interact with any blockchain network
👥 Multi-Expert System	Leverage specialized modules working together to solve complex tasks
🧠 Context Management	Simple yet powerful memory and context handling system
🎯 Goal-Oriented	Long-term planning and goal-oriented behavior capabilities
💾 Persistent Memory	Built-in support for storing and retrieving long-term information
🤔 Advanced Reasoning	Multi-step reasoning using Hierarchical Task Networks

Want to contribute? Check our issues for tasks labeled good first issue.

Supported Chains

Quick Start

Prerequisites

• Node.js 18+ using nvm

LLM Keys

You'll need an API key for the LLM you want to use. We recommend using Groq for most use cases.

• OpenAI
• Anthropic
• Groq
• Gemini

Your First Dreams Agent

We use ai-sdk to support multiple LLMs. You will need to install the ai-sdk for the LLM you want to use.

npm i @daydreamsai/core @ai-sdk/groq discord.js @tavily/core

Dreams agents are all functional. createDreams is a function that returns an agent object, which can be run with await agent.run(). Inject discord, telegram, or any other input/output to the agent and define your own actions.

import { createGroq } from "@ai-sdk/groq";
import { createDreams } from "@daydreamsai/core";
import { cli } from "@daydreamsai/core/extensions";

// Initialize Groq client
const groq = createGroq({
  apiKey: process.env.GROQ_API_KEY!,
});

// Create Dreams agent instance
const agent = createDreams({
  model: groq("deepseek-r1-distill-llama-70b"),
  extensions: [cli],
}).start();

Now chat via the CLI with the agent.

Read the docs for more information on how to use the agent.

Development

We use bun for development.

bun install

bun build:core --watch

Edit the core package and watch for changes, and play with examples.

Contributing

Looking to contribute? We'd love your help!

If you are a developer and would like to contribute with code, please open an issue to discuss before opening a Pull Request.

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