The Architecture

Autumn leverages OpenAI’s models to enable dynamic, conversational interactions between users and agents.

✨ Highlights

• Each agent can be configured with unique behavioral logic.

• Supports natural language understanding via GPT models.

import { Configuration, OpenAIApi } from 'openai';

const openai = new OpenAIApi(
  new Configuration({ apiKey: process.env.OPENAI_API_KEY })
);

async function askAI(question: string): Promise<string> {
  const response = await openai.createCompletion({
    model: 'text-davinci-003',
    prompt: question,
    max_tokens: 200,
  });
  return response.data.choices[0].text.trim();
}

Autumn uses Firebase as a centralized data store to manage agent metadata, logs, and real-time activity.

📌 Key Capabilities

• Stores agent data, ownership records, and interaction logs.

• Provides real-time syncing and lightweight auth.

import { initializeApp } from 'firebase/app';
import { getDatabase, ref, set } from 'firebase/database';

const firebaseConfig = {
  apiKey: 'your_api_key',
  authDomain: 'your_project_id',
};

const app = initializeApp(firebaseConfig);

async function storeAgentData(agentName: string, data: any): Promise<void> {
  const db = getDatabase(app);
  await set(ref(db, `agents/${agentName}`), data);
  console.log('Agent data stored successfully!');
}

User Interaction Layer

Interfaces for communicating with agents:

• CLI: npm run interactautumn

• API endpoints: GET/POST via tools like curl

• Web-based UI or integrations

curl -X POST "https://api.autumn.ai/api/agent/Siri/interact" \
-H "Content-Type: application/json" \
-d '{"message": "Hello, Siri!"}'

Middleware Layer

Responsible for validation, routing, and access control.

function validateRequest(req, res, next) {
  if (!req.headers['x-api-key']) {
    return res.status(401).json({ error: 'Unauthorized access' });
  }
  next();
}

Backend Service Layer

Handles core logic, integrates AI and blockchain, and routes queries.

async function fetchTrendingTokens(): Promise<void> {
  const query = `
    query {
      Solana {
        DEXTradeByTokens(limit: { count: 5 }) {
          Trade {
            Currency { Name, MintAddress }
          }
        }
      }
    }`;

  const response = await fetch(process.env.BITQUERY_API_URL!, {
    method: 'POST',
    headers: {
      'X-API-KEY': process.env.BITQUERY_API_KEY!,
      'Content-Type': 'application/json',
    },
    body: JSON.stringify({ query }),
  });

  const data = await response.json();
  console.log(data);
}

Data Storage Layer

Autumn's hybrid architecture leverages:

• Firebase

  • Real-time sync

  • Agent configuration and user logs

• Solana Blockchain

  • Immutable token and transaction records

  • Verifiability and transparency

---

🔌Key Integrations

• OpenAI: Natural language processing and AI response generation.

• Bitquery: High-level blockchain analytics and market data.

• Firebase: Cloud storage, authentication, and real-time updates.

• Solana: Token deployment and on-chain agent interaction.

---

🚀 Scalability & Extensibility

• Horizontally Scalable: Run multiple agents independently.

• Plug-and-Play Modules: Extend Autumn with support for:

  • New blockchains (e.g., Ethereum, Polygon)

  • Alternate AI models

  • Third-party APIs and plugins

---

🔒 Security

• .env-based authentication and key handling

• Blockchain-backed data integrity

• Firebase-protected cloud infrastructure

• Support for secure deployment workflows

---

🔄 Example Agent Workflow

Autumn Interaction Flow:

1. User Input

npm run interactautumn Siri ask "Hello!"

1. Middleware Validation

   • Auth checks

   • API key enforcement

2. AI Engine

   • GPT processes the prompt and generates a response.

3. Blockchain Query (if needed)

   • Bitquery retrieves on-chain data.

4. Response Delivery

   • Final result returned to the user via CLI or API.

---

🔮 Future Enhancements

• Multi-chain Compatibility: Ethereum, Polygon, and beyond

• Analytics Dashboard: Visualize agent activity and interactions

• Plugin System: Support for community-built extensions and service layers