Amazing integration of LLM into any workflow using GPTEL and Emacs

Step-by-Step Tutorial: Integrating LLM into Your Workflow Using GPTEL and Emacs

1. Introduction to GPTEL and LLM

• GPTEL is an Emacs package that allows you to work with any language model and integrate it into your workflow.
• It supports advanced uses beyond simple chat interfaces in Markdown or Org mode.
• The package supports models like GPT3 and GPT4 and has an active maintainer and community.

2. Setting Up GPTEL

• Install GPTEL and configure it to work with your preferred language models, such as OpenAI's GPT3 and GPT4.
• GPTEL provides both a command-line interface and an API that can be served on your own machine.
• Consider using services like Together AI for hosting and accessing a variety of models at different scales.

3. Using GPTEL in Emacs

• Execute metax GPT in Emacs to open a chat buffer with GPTEL.
• You can tweak settings such as the model, system message, and directive using control U metax gpel send.
• Experiment with parameters like temperature to control the model's response style.

4. Interacting with Language Models

• Use GPTEL to interact with various language models, such as Anthropics' Cloud 3 Opus or self-hosted models like Llama 3.
• Explore features like copying text from an EPUB file, sending phrases to Google Translate, and receiving detailed responses from different models.

5. Customization and Advanced Features

• Customize GPTEL by setting attributes like temperature and expert commands for experimental features.
• Utilize the built-in Emacs browser for tasks like copying text and sending queries to external services like Google Translate.
• Experiment with different language models and combine their responses for a richer understanding of the content.

6. Conclusion and Further Resources

• Enhance your workflow by integrating language models into Emacs using GPTEL.
• Explore the provided links for references to EPUB reading, Google Translate packages, and customization code for GPTEL.
• Stay updated on new features and improvements in GPTEL to maximize your experience with language models.

By following these steps, you can effectively integrate language models into your workflow using GPTEL and Emacs for a seamless and efficient experience.