Run Claude 3 Anthropic's metaprompt with any Large Language Model supported by https://chat.HeyDATA.org (pretty much any existing model. Soon even Grok-1). Use it as input to activate any DATA Skill.
This Jupyter Notebook provides a framework for generating custom prompt templates using Claude, an AI assistant powered by Anthropic. The notebook allows you to input a task, optionally specify input variables, and generate a structured prompt template that can be used to guide other models in completing the task or Skill requested.
- Easy-to-use interface for creating prompt templates
- Automatic generation of input variables based on the provided task
- Customizable prompt structure with placeholders for input variables
- Testing functionality to try out the generated prompt template with user-provided variable values
- Integration with the Anthropic API for seamless communication with Claude
- Make a copy of the notebook by clicking on "File" -> "Save a copy in Drive"
- Enter your Anthropic API key in the designated cell
- Specify your task and optionally provide input variables
- Run the notebook to generate the prompt template
- Test the prompt template by providing values for the input variables
- Python 3.x
- Jupyter Notebook
requestslibrary- Anthropic API key
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Quickstart: This section allows you to input your task and optional variables. It then generates a prompt template based on the provided information.
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Testing your prompt template: In this section, you can test the generated prompt template by providing values for the input variables. The notebook will send the prompt to Claude and display the AI's response.
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Enter a task such as "Transform the following {python_code} into pseudocode and then into a {web_framework_name} + tailwind + typescript code. Assume i have the necessary credentials. Reason in pseudocode per the following {instructions}"
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Optionally specify input variables like
["PYTHON_CODE", "WEB_FRAMEWORK_NAME", "INSTRUCTIONS"] -
Run the notebook to generate the prompt template
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In the testing section, provide values for the input variables when prompted
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Review Claude's response based on the provided prompt and variable values
This project is open-source and available under the MIT License.
- Anthropic for providing the Claude AI assistant
- Jupyter Notebook for the interactive development environment
- heyDATA
Feel free to conact me on X for ML related stuff. Happy to talk!
Contributions are always welcome.