Multi Modal Agent
The Multi Modal Agent is an AI-powered multi modal content generator that creates text and images programmatically based on user-defined prompts and parameters.
It integrates seamlessly into flow and supports generative AI models like OpenAI’s GPT-4-Turbo
. This agent is useful for applications requiring automated visual content creation, such as marketing, e-commerce, and personalized graphics.
Why Use the Multi Modal Agent?
- AI-Generated Visuals: Automatically generate images using state-of-the-art models.
- AI Text Generation: Generate text outputs based on custom prompts.
- Customizable Prompts: Define prompts to create images tailored to specific needs.
- Workflow Integration: Seamlessly connect content generation to automated processes.
- Flexible Model Selection: Choose from multiple AI models for diverse visual outputs.
Key Features
Core Functionalities
- AI-Powered Image Generation – Generate images based on custom prompts.
- Customizable Prompt Templates – Define input instructions to control image style and content.
- Generative Model Selection – Select the AI model and configure API credentials.
- Scalability – Automate multi modal content creation within flow for efficiency.
Advantages
- Flexibility – Supports multiple AI models, enabling a wide range of visual styles.
- User-Friendly Design – Intuitive interface for prompt customization and model selection.
- Time-Saving Automation – Generate images on demand without manual intervention.
- Enhanced Creativity – Explore unique visual outputs for various applications.
What Can I Build?
- Automated Social Media Content Creation – Generate visuals for social media, marketing, and branding.
- Personalized Image Recommendations – Create custom images based on user preferences.
- Dynamic Visual Content Generation – Produce images for e-commerce, advertising, and design.
- Interactive Applications – Develop tools for image-based user interactions and feedback.
How to Use the Multi Modal Agent?
Creating an Multi Modal Agent via Flow Editor
- Add an Multi Modal Agent Node – Select the Multi Modal Agent from the node list.
- Configure Prompts – Define text prompts for generating specific visuals.
- Select an AI Model – Choose a generative model such as gpt-4-turbo
- Customize Output Settings – Adjust resolution, style, and other parameters.
- Connect & Deploy – Integrate the Multi Modal Agent into your workflow and execute.
Creating an Multi Modal Agent via Agent Dashboard
- Go to the Agents Page – Click New Agent.
- Choose Multi Modal Agent – Select from available agent types.
- Configure Model & Prompts – Set up AI credentials and parameters.
- Deploy & Integrate – Save and start using the agent in your application.
Configuration Options
Parameter | Description | Example Value |
---|---|---|
Prompts | Define the prompts for system, user and assistant to be used for the LLM | System Prompt, User Prompt |
Models | Selects the AI model for text generation. | GPT-4 Turbo |
Tools | Tools which can be added to the agent for additional processing of the generated text. | Instagram API |
Attachments | Additional files or data to be used by the agent for generating the output. | image.jpg |
Messages | System messages to guide the agent's behavior. | [{'user' : 'create a post on the topic : roaming NYC streets'}] |
Memory | Retains context across iterations. | [{'sessionID' : '1234','context' : 'roaming NYC streets'}] |
Save Agent Configuration
You can save the configuration of any agent by clicking on the Load Save Config
button and selecting Save as New
.
This will save the configuration of the agent and you can use it later by clicking on the Load Configuration
button in other agents.
Low-Code Example
nodes:
- nodeId: MultiModalAgent_135
nodeType: MultiModalAgent
nodeName: AI Insta Post Generator
values:
promptTemplate: "Create an image and caption for the topic : ${{triggerNode_1.output.topic}}"
imageGenModelName:
provider_name: openai
type: generator/image
credential_name: OpenAI_Key
credentialId: b552a29b-69b6-4951-84c3-a6555bb132d1
model_name: gpt-4-turbo
needs:
- triggerNode_1
- nodeId: plus-node-addNode_401321
nodeType: addNode
nodeName: ""
values: {}
needs:
- MultiModalAgent_135
Troubleshooting
Common Issues
Problem | Solution |
---|---|
Invalid API Key | Ensure the API key is correct and has not expired. |
Dynamic Content Not Loaded | Increase the Wait for Page Load time in the configuration. |
Debugging
- Check Lamatic Flow logs for error details.
- Verify API Key.