https://github.com/furrmidable-crew/ccat_hyde

https://github.com/furrmidable-crew/ccat_hyde

Last synced: about 2 months ago
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• Host: GitHub
• URL: https://github.com/furrmidable-crew/ccat_hyde
• Owner: Furrmidable-Crew
• Created: 2023-08-08T10:05:06.000Z (almost 2 years ago)
• Default Branch: main
• Last Pushed: 2023-12-07T21:14:19.000Z (over 1 year ago)
• Last Synced: 2025-04-19T23:53:37.234Z (about 2 months ago)
• Language: Python
• Size: 466 KB
• Stars: 5
• Watchers: 1
• Forks: 2
• Open Issues: 0
• Metadata Files:
  • Readme: README.md

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README

        
# Ccat Hyde

[![Awesome plugin](https://custom-icon-badges.demolab.com/static/v1?label=&message=Awesome+plugin&color=000000&style=for-the-badge&logo=cheshire_cat_ai)](https://)  

# Hypothetical Document Embedding Plugin

This plugin enables the [Hypothetical Document Embedding](https://cheshire-cat-ai.github.io/docs/conceptual/prompts/hyde/) (HyDE) technique.

HyDE consists in asking the Language Model to simulate an answer (*hypothetical* answer) to a question.

Such answer is [embedded](https://cheshire-cat-ai.github.io/docs/conceptual/llm/#embedding-model)

and used

to recall relevant context from the [vector memories](https://cheshire-cat-ai.github.io/docs/conceptual/memory/vector_memory/).

HyDE is beneficial in Question-Answering tasks.

The underlying idea is that using the embedded *hypothetical* answer in a vector similarity search would lead to better results

rather than using the embedded question itself.

> **Warning**

> When this plugin is enabled, the Cat makes and additional call to the language model API.