> For the complete documentation index, see [llms.txt](https://docs.saharaai.com/llms.txt). Markdown versions of documentation pages are available by appending `.md` to page URLs; this page is available as [Markdown](https://docs.saharaai.com/developer-docs-ai-developer-portal/agent-builder.md).

# Agent Builder

This guide will walk you through how to get started with the Sahara Agent Builder and the AI Marketplace, now available in open beta for all users.

### Overview

[Sahara AI](https://saharaai.com/) is unlocking a new way to build, own, and deploy AI agents-all without writing code.

Whether you’re technical or not, you can:

* Build custom AI agents in minutes
* Use Retrieval-Augmented Generation (RAG) with your own data
* Access curated open-source models and datasets from the AI Marketplace
* Register agents on-chain and prepare for monetization

<figure><img src="https://2079802864-files.gitbook.io/~/files/v0/b/gitbook-x-prod.appspot.com/o/spaces%2FIF9gbk39FL3BZlMYXqhz%2Fuploads%2FqbjrkcuqAem4BIN5PqTu%2FScreenshot%202025-06-24%20at%201.42.27%E2%80%AFPM.png?alt=media&amp;token=94b6c9c3-44ba-440b-ad04-4cc9bb93625f" alt=""><figcaption></figcaption></figure>

***

### Getting Started with Agent Builder

The Agent Builder allows you to easily create functional AI agents through a no-code interface. You can build, customize, and deploy agents directly from your browser, without any infrastructure setup.

#### Core Features

* No-code agent creation
* Prompt-based agents with custom behaviors
* Retrieval-Augmented Generation (RAG) using your own documents
* Fully managed serverless deployment
* Real-time monitoring and usage tracking

⚠️ Note: During open beta, free usage is rate-limited. You can apply for expanded access via the in-app popup or this whitelist form.

***

### Build Your First Agent - Quick Start

Follow these simple steps to create and deploy your first agent:

#### Step 1: Create a New Agent

* Navigate to the Agent Builder.
* Name your agent.
* Define your agent’s system prompt — describe its task, tone, and behavior.&#x20;

<figure><img src="https://2079802864-files.gitbook.io/~/files/v0/b/gitbook-x-prod.appspot.com/o/spaces%2FIF9gbk39FL3BZlMYXqhz%2Fuploads%2F4wSiS7UC5Cw0KHtaPbYL%2FScreenshot%202025-06-24%20at%2012.59.22%E2%80%AFPM.png?alt=media&amp;token=2da4ac21-2bfb-44dc-bf94-0620377959d5" alt=""><figcaption></figcaption></figure>

<figure><img src="https://2079802864-files.gitbook.io/~/files/v0/b/gitbook-x-prod.appspot.com/o/spaces%2FIF9gbk39FL3BZlMYXqhz%2Fuploads%2FUtachomr0O7lBCex0pwm%2FScreenshot%202025-06-16%20at%2010.05.09%E2%80%AFPM.png?alt=media&amp;token=7e3b267f-75cb-4b1f-8002-eb0303ea82f5" alt=""><figcaption></figcaption></figure>

#### Step 2: Select a Model

* Use a model you own or import a model directly from the AI Marketplace.

<figure><img src="https://2079802864-files.gitbook.io/~/files/v0/b/gitbook-x-prod.appspot.com/o/spaces%2FIF9gbk39FL3BZlMYXqhz%2Fuploads%2FFVOPQIfSzAqCUr9Nwfrr%2FScreenshot%202025-06-16%20at%2012.31.48%E2%80%AFPM.png?alt=media&amp;token=86fc7f3d-ebf8-428c-a25a-e9306480d6af" alt=""><figcaption></figcaption></figure>

#### Step 3: Select a Dataset (Optional)

* Use your own uploaded datasets or import a dataset from the AI Marketplace. Any uploaded or purchased datasets are securely stored in your assets folder.

<figure><img src="https://2079802864-files.gitbook.io/~/files/v0/b/gitbook-x-prod.appspot.com/o/spaces%2FIF9gbk39FL3BZlMYXqhz%2Fuploads%2Fk1LqS5DPyHjbnY6ouAWC%2Fmarketplace%20datasets.png?alt=media&amp;token=6219b431-0044-4040-af5c-0aa32017dc09" alt=""><figcaption></figcaption></figure>

#### Step 4: Register Your Agent

* Choose to register your agent on-chain via the Sahara Blockchain.
* Registration mints an OwnershipNFT, establishing on-chain provenance.

<figure><img src="https://2079802864-files.gitbook.io/~/files/v0/b/gitbook-x-prod.appspot.com/o/spaces%2FIF9gbk39FL3BZlMYXqhz%2Fuploads%2FXLYzZO1fJ7E2vfnaZtcm%2FScreenshot%202025-06-24%20at%201.02.37%E2%80%AFPM.png?alt=media&amp;token=0a697145-8757-4dd3-bc54-a1a0a6647458" alt=""><figcaption></figcaption></figure>

#### Step 5: Assign a Co-Owner (Optional)

* Share ownership of the agent with collaborators.

<figure><img src="https://2079802864-files.gitbook.io/~/files/v0/b/gitbook-x-prod.appspot.com/o/spaces%2FIF9gbk39FL3BZlMYXqhz%2Fuploads%2FYe3RW5K9pUu4EGUijNek%2FScreenshot%202025-06-17%20at%2012.03.19%E2%80%AFPM.png?alt=media&amp;token=ea0f8fb1-5582-4340-ac86-f59f302e39c7" alt=""><figcaption></figcaption></figure>

#### Step 6: Set a License Type

<figure><img src="https://2079802864-files.gitbook.io/~/files/v0/b/gitbook-x-prod.appspot.com/o/spaces%2FIF9gbk39FL3BZlMYXqhz%2Fuploads%2FqgsLj0pSuM4E1WRblwFU%2FScreenshot%202025-06-16%20at%2010.14.05%E2%80%AFPM.png?alt=media&amp;token=ddaeb38a-fe59-4f23-abf2-dfc8e0f1b9fd" alt=""><figcaption></figcaption></figure>

When registering your agent, select a license that defines usage rights:

| License Type         | Description                                                            |
| -------------------- | ---------------------------------------------------------------------- |
| Open Use             | Free, unrestricted reuse with no royalties                             |
| Non-Commercial Remix | Free remixing allowed for non-commercial use                           |
| Commercial Use       | Commercial use allowed, remixing prohibited                            |
| Commercial Remix     | Full commercial use & remixing allowed, with automated royalty routing |

⚠️ Licensing is required to list your agents for monetization when the Marketplace opens for commercial use.

#### Step 7: Complete the Registration of your Agent

⚠️If you require additional $SAHARA to complete the transaction click "**Top Up"** to access the testnet faucet.

<figure><img src="https://2079802864-files.gitbook.io/~/files/v0/b/gitbook-x-prod.appspot.com/o/spaces%2FIF9gbk39FL3BZlMYXqhz%2Fuploads%2FcgIV8FRs6ajOZVmy3uXo%2FScreenshot%202025-06-24%20at%2012.50.59%E2%80%AFPM.png?alt=media&amp;token=167a7954-df48-447a-b91f-95d7a90531a9" alt=""><figcaption></figcaption></figure>

#### Step 7: Deploy Your Agent

* Click on your newly registered agent&#x20;
* Select Serverless provider.
* Your agent will be live with an API endpoint in seconds.

<figure><img src="https://2079802864-files.gitbook.io/~/files/v0/b/gitbook-x-prod.appspot.com/o/spaces%2FIF9gbk39FL3BZlMYXqhz%2Fuploads%2FFEqed7M7bFARW53cX299%2FScreenshot%202025-06-24%20at%201.27.51%E2%80%AFPM.png?alt=media&amp;token=a74fe0dc-90e9-4303-ae3e-ae4cc9ba3750" alt=""><figcaption></figcaption></figure>

<figure><img src="https://2079802864-files.gitbook.io/~/files/v0/b/gitbook-x-prod.appspot.com/o/spaces%2FIF9gbk39FL3BZlMYXqhz%2Fuploads%2FNgC6dlnAnxVAqWRe0acl%2FScreenshot%202025-06-24%20at%2012.54.53%E2%80%AFPM.png?alt=media&amp;token=29073369-82c7-464b-a4f9-b5239b8d3cd2" alt=""><figcaption></figcaption></figure>

<figure><img src="https://2079802864-files.gitbook.io/~/files/v0/b/gitbook-x-prod.appspot.com/o/spaces%2FIF9gbk39FL3BZlMYXqhz%2Fuploads%2F8HQdBtOfgEhrJBtz7nvv%2FScreenshot%202025-06-24%20at%2012.53.59%E2%80%AFPM.png?alt=media&amp;token=8e83a756-b442-4afa-a16c-e699aa80ed0c" alt=""><figcaption></figcaption></figure>

***

## What’s Coming Next

The open beta is just Phase 1. Future roadmap items include:

* Agent monetization and listings
* Dedicated GPU deployments for advanced compute
* Advanced tool-chaining and multi-step agent logic
* Full on-chain creator profiles for discoverability