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140 lines
4.4 KiB
Markdown
140 lines
4.4 KiB
Markdown
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# 🧠 Running AI/ML API with AutoGPT
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Follow these steps to connect **AI/ML API** with the **AutoGPT** platform for high-performance AI text generation.
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---
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## ✅ Prerequisites
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1. Make sure you have gone through and completed the [AutoGPT Setup Guide](https://docs.agpt.co/platform/getting-started/), and AutoGPT is running locally at `http://localhost:3000`.
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2. You have an **API key** from [AI/ML API](https://aimlapi.com/app/keys?utm_source=autogpt&utm_medium=github&utm_campaign=integration).
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---
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## ⚙️ Setup Steps
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### 1. Start AutoGPT Locally
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Follow the official guide:
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[📖 AutoGPT Getting Started Guide](https://docs.agpt.co/platform/getting-started/)
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Make sure AutoGPT is running and accessible at:
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[http://localhost:3000](http://localhost:3000)
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> 💡 Keep AutoGPT running in a terminal or Docker throughout the session.
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---
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### 2. Open the Visual Builder
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Open your browser and go to:
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[http://localhost:3000/build](http://localhost:3000/build)
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Or click **“Build”** in the navigation bar.
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---
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### 3. Add an AI Text Generator Block
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1. Click the **"Blocks"** button on the left sidebar.
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2. In the search bar, type `AI Text Generator`.
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3. Drag the block into the canvas.
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---
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### 4. Select an AI/ML API Model
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Click the AI Text Generator block to configure it.
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In the **LLM Model** dropdown, select one of the supported models from AI/ML API:
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| Model ID | Speed | Reasoning Quality | Best For |
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| ---------------------------------------------- | ------ | ----------------- | ------------------------ |
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| `Qwen/Qwen2.5-72B-Instruct-Turbo` | Medium | High | Text-based tasks |
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| `nvidia/llama-3.1-nemotron-70b-instruct` | Medium | High | Analytics and reasoning |
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| `meta-llama/Llama-3.3-70B-Instruct-Turbo` | Low | Very High | Complex multi-step tasks |
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| `meta-llama/Meta-Llama-3.1-70B-Instruct-Turbo` | Low | Very High | Deep reasoning |
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| `meta-llama/Llama-3.2-3B-Instruct-Turbo` | High | Medium | Fast responses |
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> ✅ These models are available via OpenAI-compatible API from [AI/ML API](https://aimlapi.com/app/?utm_source=autogpt&utm_medium=github&utm_campaign=integration)
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---
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### 5. Configure the Prompt and API Key
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Inside the **AI Text Generator** block:
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1. Enter your prompt text in the **Prompt** field.
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2. Enter your **AI/ML API Key** in the designated field.
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🔐 You can get your key from:
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[https://aimlapi.com/app/keys/](https://aimlapi.com/app/keys?utm_source=autogpt&utm_medium=github&utm_campaign=integration)
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---
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### 6. Save Your Agent
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Click the **“Save”** button at the top-right of the builder interface:
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1. Give your agent a name (e.g., `aimlapi_test_agent`).
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2. Click **“Save Agent”** to confirm.
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> 💡 Saving allows reuse, scheduling, and chaining in larger workflows.
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---
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### 7. Run Your Agent
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From the workspace:
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1. Press **“Run”** next to your saved agent.
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2. The request will be sent to the selected AI/ML API model.
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---
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### 8. View the Output
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1. Scroll to the **AI Text Generator** block.
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2. Check the **Output** panel below it.
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3. You can copy, export, or pass the result to further blocks.
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---
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## 🔄 Expand Your Agent
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Now that AI/ML API is connected, expand your workflow by chaining additional blocks:
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* 🔧 **Tools** – fetch URLs, call APIs, scrape data
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* 🧠 **Memory** – retain context across interactions
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* ⚙️ **Actions / Chains** – create full pipelines
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---
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🎉 You’re now generating AI responses using enterprise-grade models from **AI/ML API** in **AutoGPT**!
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