https://github.com/aacebo/stella-js

https://github.com/aacebo/stella-js

Last synced: 19 days ago
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• Host: GitHub
• URL: https://github.com/aacebo/stella-js
• Owner: aacebo
• Created: 2024-05-22T08:36:03.000Z (6 months ago)
• Default Branch: main
• Last Pushed: 2024-05-22T16:26:21.000Z (6 months ago)
• Last Synced: 2024-05-22T17:35:38.330Z (6 months ago)
• Language: TypeScript
• Size: 13.7 KB
• Stars: 0
• Watchers: 1
• Forks: 0
• Open Issues: 0
• Metadata Files:
  • Readme: README.md

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README

        
# promptx-js

A prompt engine used to interact with LLM's.

## Concepts

- [Prompts](./docs/00.PROMPTS.md)

- [Plugins](./docs/01.PLUGINS.md)

- [Functions](./docs/02.FUNCTIONS.md)

## Performance

By using handlebars as a format for communication with the LLM, function responses don't need

to be sent back to the model after execution, cutting api calls in half.

## Flexibility

By using handlebars we give the model the flexibility to execute logical statements instead of just

functions.

## Accuracy

By instructing the LLM to respond using a template language, we avoid the need for a feedback loop.

The models are also more accurate as template languages are closer to human language than structured

data like JSON, and many models are particularly good at code generation.

 

## Streaming

Because we use said template language we can easily parse in chunks to enable streaming and still get

native or template based function calling.

## Multi Model

The package was built with multi-model and multi-modal in mind. You can either orchestrate many single purpose

models together or use one or more multi-modal models like gpt-4o.

## To Do

- add `User-Agent`

- better error handling