> ## Documentation Index
> Fetch the complete documentation index at: https://support.myapps.ai/llms.txt
> Use this file to discover all available pages before exploring further.

# MultiBot Agents

> MultiBot Agents

# General Overview

#### Introduction

MultiBot Agents provide a **flexible framework** for creating and managing custom AI assistants powered by various model providers. This feature allows users to build **specialized AI agents** with unique configurations, capabilities, and integrations—without requiring extensive coding knowledge.

MultiBot Agents function similarly to OpenAI’s Assistants API and ChatGPT’s GPTs but offer **broader model support** and a **no-code** implementation, making it easy to deploy AI-driven solutions for different tasks.

This guide provides a **comprehensive walkthrough** of setting up, configuring, and utilizing MultiBot Agents effectively.

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### Getting Started with MultiBot Agents

#### Creating a New Agent

To create a new agent:

1. **Open the MultiBot Agents Panel**

   * Navigate to the **"Agents"** section from the endpoint menu.

   * Click on the **Agent Builder** in the Side Panel.

2. **Fill Out Agent Details**

   * **Avatar:** Upload a custom avatar for personalization.

   * **Name:** Choose a distinctive name for your agent.

   * **Description:** (Optional) Add a brief summary of your agent’s purpose.

   * **Instructions:** Define system instructions to shape the agent’s behavior.

   * **Model:** Select from available AI providers and models.

3. **Select an Existing Agent**

   * Agents can be selected from the **top dropdown menu** in the Side Panel.

   * You can also mention an agent in the chat using **"@"** in the input field.

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### Model Configuration

The **Model Parameters Interface** allows fine-tuning of your agent's responses:

* **Temperature (0-1):** Adjust response creativity.

* **Max Context Tokens:** Set the memory limit for the conversation.

* **Max Output Tokens:** Define the maximum response length.

* **Provider-Specific Settings:** Customize parameters based on the chosen AI model.

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### Agent Capabilities

#### **1. Code Interpreter**

When enabled, the **Code Interpreter** allows your agent to:

* Execute code in multiple programming languages, including:**Python, JavaScript, TypeScript, Go, C, C++, Java, PHP, Rust, and Fortran.**

* Process files securely through the **MultiBot Code Interpreter API**.

* Run code without requiring local setup, configuration, or sandbox deployment.

* Handle file uploads and downloads seamlessly.

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#### **2. File Search**

The **File Search** feature enables:

* **Retrieval-Augmented Generation (RAG):** AI can retrieve relevant information from uploaded documents.

* **Semantic Search:** AI understands document content contextually.

* **Context-Aware Responses:** AI can reference uploaded files in conversations.

* **File Attachment Support:** Attach documents at both the **agent** and **chat thread** levels.

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### Tools & Integrations

MultiBot Agents can be enhanced with various built-in tools:

* **DALL-E 3:** Generate images from text descriptions.

* **Tavily Search:** Advanced search API with diverse data sources.

* **Calculator:** Perform mathematical calculations.

* **Google Search:** Retrieve real-time web search results.

* **Stable Diffusion:** Generate images from text prompts.

* **Azure AI Search:** Retrieve structured information.

* **Traversaal:** A robust search API for LLM Agents.

* **Wolfram Alpha:** Perform complex computations and mathematical reasoning.

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### Actions & Custom API Integrations

With **Actions**, you can extend your agent’s functionality by adding **custom tools** from OpenAPI specifications.

#### **Adding Custom Actions**

1. Click the **"Create Action"** button in the Agent Builder.

2. Enter the **OpenAPI spec URL** to generate a new tool.

3. Save and assign the action to your agent.

> **Note:** Individual domains can be **whitelisted** for agent actions.

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### File Management

MultiBot Agents support **three types of file uploads**:

1. **Image Uploads:** For AI-based visual content processing.

2. **File Search Uploads:** Upload documents for **RAG** capabilities.

3. **Code Interpreter Uploads:** Upload files for **code execution**.

Files can be attached either:
✅ **Directly to the agent configuration**
✅ **Within individual chat threads**

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### Best Practices

To ensure the best experience with MultiBot Agents:

✅ **Provide clear, specific instructions** for your agent.
✅ **Carefully select the necessary tools** for your use case.
✅ **Organize files properly** across the three upload categories.
✅ **Review sharing permissions** before making an agent public.
✅ **Test your agent thoroughly** before deploying it.

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### Recap: How to Create & Use MultiBot Agents

1. **Select "Agents"** from the endpoint dropdown menu.

2. **Open the Agent Builder panel.**

3. **Fill in the required details** (name, avatar, model, instructions).

4. **Configure capabilities** (Code Interpreter, File Search, Tools).

5. **Add necessary tools and files.**

6. **Set sharing permissions** (if needed).

7. **Create & start using your agent!** 🎉

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### Conclusion

MultiBot Agents provide a **powerful, no-code** solution for building AI-driven assistants with **customizable capabilities**. Whether you're creating **chatbots, automation tools, or research assistants**, MultiBot Agents offer **seamless integration** with your preferred AI models and services.

By following this guide, you can **quickly set up, deploy, and scale** AI agents tailored to your specific needs.

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