This notebook demonstrates how to set up and leverage CAMELβs ability to use Prompt module. In this notebook, youβll explore:
- CAMEL: A powerful multi-agent framework that enables Retrieval-Augmented Generation and multi-agent role-playing scenarios, allowing for sophisticated AI-driven tasks.
- Prompt: Interface to communicate with models with various templates, create custom prompts, and leverage different prompt dictionaries for tasks ranging from role-playing to code generation, evaluation, and more. By mastering the Prompt module, you can significantly enhance your AI agentsβ capabilities and tailor them to specific tasks.
π¦ Installation
Ensure you have CAMEL AI installed in your Python environment:π Setting Up API Keys
Youβll need to set up your API keys for OpenAI.Getting Started with Prompt Templates
CAMEL offers a wide range of pre-defined prompt templates that you can use to quickly create specialized AI agents. Letβs start with a basic example using the TaskSpecifyAgent with the AI_SOCIETY task type.Creating Custom Prompts
CAMEL also allows you to create your own custom prompts. Hereβs an example of how to create and use a custom prompt template:Advanced Prompt Usage
CAMEL provides various prompt dictionaries for different purposes. Letβs explore some advanced uses of these prompt templates:1. Code Generation with CodePromptTemplateDict
2. Evaluation with EvaluationPromptTemplateDict
3. Object Recognition with ObjectRecognitionPromptTemplateDict
4. Translation with TranslationPromptTemplateDict
π Highlights
This notebook has guided you through setting up and use Prompt module. The CAMEL Prompt module provides a powerful and flexible way to guide AI models in producing desired outputs. By using pre-defined prompt templates, creating custom prompts, and leveraging different prompt dictionaries, you can create highly specialized AI agents tailored to your specific needs. Key tools utilized in this notebook include:- CAMEL: A powerful multi-agent framework that enables Retrieval-Augmented Generation and multi-agent role-playing scenarios, allowing for sophisticated AI-driven tasks.
- Prompt: Interface to communicate with models with various templates, create custom prompts, and leverage different prompt dictionaries for tasks ranging from role-playing to code generation, evaluation, and more. By mastering the Prompt module, you can significantly enhance your AI agentsβ capabilities and tailor them to specific tasks.
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