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AutoGPT/docs/platform/aimlapi.md
Nicholas Tindle a318832414 feat(docs): update dev from gitbook changes (#11740)
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gitbook branch has changes that need synced to dev
### Changes 🏗️
Pull changes from gitbook into dev
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<!-- CURSOR_SUMMARY -->
---

> [!NOTE]
> Migrates documentation to GitBook and removes the old MkDocs setup.
> 
> - Removes MkDocs configuration and infra: `docs/mkdocs.yml`,
`docs/netlify.toml`, `docs/overrides/main.html`,
`docs/requirements.txt`, and JS assets (`_javascript/mathjax.js`,
`_javascript/tablesort.js`)
> - Updates `docs/content/contribute/index.md` to describe GitBook
workflow (gitbook branch, editing, previews, and `SUMMARY.md`)
> - Adds GitBook navigation file `docs/platform/SUMMARY.md` and a new
platform overview page `docs/platform/what-is-autogpt-platform.md`
> 
> <sup>Written by [Cursor
Bugbot](https://cursor.com/dashboard?tab=bugbot) for commit
e7e118b5a8. This will update automatically
on new commits. Configure
[here](https://cursor.com/dashboard?tab=bugbot).</sup>
<!-- /CURSOR_SUMMARY -->

<!-- This is an auto-generated comment: release notes by coderabbit.ai
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## Summary by CodeRabbit

* **Documentation**
* Updated contribution guide for new documentation platform and workflow
  * Added new platform overview and navigation documentation

* **Chores**
  * Removed MkDocs configuration and related dependencies
  * Removed deprecated JavaScript integrations and deployment overrides

<sub>✏️ Tip: You can customize this high-level summary in your review
settings.</sub>

<!-- end of auto-generated comment: release notes by coderabbit.ai -->

---------

Co-authored-by: Claude Opus 4.5 <noreply@anthropic.com>
2026-01-09 19:22:05 +00:00

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# 🧠 Running AI/ML API with AutoGPT
Follow these steps to connect **AI/ML API** with the **AutoGPT** platform for high-performance AI text generation.
---
## ✅ Prerequisites
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`.
2. You have an **API key** from [AI/ML API](https://aimlapi.com/app/keys?utm_source=autogpt&utm_medium=github&utm_campaign=integration).
---
## ⚙️ Setup Steps
### 1. Start AutoGPT Locally
Follow the official guide:
[📖 AutoGPT Getting Started Guide](https://docs.agpt.co/platform/getting-started/)
Make sure AutoGPT is running and accessible at:
[http://localhost:3000](http://localhost:3000)
> 💡 Keep AutoGPT running in a terminal or Docker throughout the session.
![Step 1 AutoGPT Running](../imgs/aimlapi/Step%201%20AutoGPT%20Running.png)
---
### 2. Open the Visual Builder
Open your browser and go to:
[http://localhost:3000/build](http://localhost:3000/build)
Or click **“Build”** in the navigation bar.
![Step 2 Build Screen](../imgs/aimlapi/Step%202%20Build%20Screen.png)
---
### 3. Add an AI Text Generator Block
1. Click the **"Blocks"** button on the left sidebar.
![Step 3 AI Block](../imgs/aimlapi/Step%203%20AI%20Block.png)
2. In the search bar, type `AI Text Generator`.
3. Drag the block into the canvas.
![Step 4 AI Generator Block](../imgs/aimlapi/Step%204%20AI%20Generator%20Block.png)
---
### 4. Select an AI/ML API Model
Click the AI Text Generator block to configure it.
In the **LLM Model** dropdown, select one of the supported models from AI/ML API:
![Step 5 AIMLAPI Models](../imgs/aimlapi/Step%205%20AIMLAPI%20Models.png)
| Model ID | Speed | Reasoning Quality | Best For |
| ---------------------------------------------- | ------ | ----------------- | ------------------------ |
| `Qwen/Qwen2.5-72B-Instruct-Turbo` | Medium | High | Text-based tasks |
| `nvidia/llama-3.1-nemotron-70b-instruct` | Medium | High | Analytics and reasoning |
| `meta-llama/Llama-3.3-70B-Instruct-Turbo` | Low | Very High | Complex multi-step tasks |
| `meta-llama/Meta-Llama-3.1-70B-Instruct-Turbo` | Low | Very High | Deep reasoning |
| `meta-llama/Llama-3.2-3B-Instruct-Turbo` | High | Medium | Fast responses |
> ✅ 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)
---
### 5. Configure the Prompt and API Key
Inside the **AI Text Generator** block:
1. Enter your prompt text in the **Prompt** field.
2. Enter your **AI/ML API Key** in the designated field.
🔐 You can get your key from:
[https://aimlapi.com/app/keys/](https://aimlapi.com/app/keys?utm_source=autogpt&utm_medium=github&utm_campaign=integration)
![Key Placeholder](../imgs/aimlapi/Step%206.1%20Key%20Placeholder.png)
![Key Empty](../imgs/aimlapi/Step%206.2%20No%20Fill%20Key%20Placeholder.png)
![Key Filled](../imgs/aimlapi/Step%206.3%20Filled%20Key%20Placeholder.png)
![Overview](../imgs/aimlapi/Step%206.4%20Overview.png)
---
### 6. Save Your Agent
Click the **“Save”** button at the top-right of the builder interface:
1. Give your agent a name (e.g., `aimlapi_test_agent`).
2. Click **“Save Agent”** to confirm.
![Save Agent](../imgs/aimlapi/Step%207.1%20Save.png)
> 💡 Saving allows reuse, scheduling, and chaining in larger workflows.
---
### 7. Run Your Agent
From the workspace:
1. Press **“Run”** next to your saved agent.
2. The request will be sent to the selected AI/ML API model.
![Run Agent](../imgs/aimlapi/Step%208%20Run.png)
---
### 8. View the Output
1. Scroll to the **AI Text Generator** block.
2. Check the **Output** panel below it.
3. You can copy, export, or pass the result to further blocks.
![Agent Output](../imgs/aimlapi/Step%209%20Output.png)
---
## 🔄 Expand Your Agent
Now that AI/ML API is connected, expand your workflow by chaining additional blocks:
* 🔧 **Tools** fetch URLs, call APIs, scrape data
* 🧠 **Memory** retain context across interactions
* ⚙️ **Actions / Chains** create full pipelines
---
🎉 Youre now generating AI responses using enterprise-grade models from **AI/ML API** in **AutoGPT**!