YiVal is an open source GenAI-Ops framework that allows you to iteratively tune your AIGC model metadata, params, prompts and retrieval configs all at once with your preferred choices of test dataset generation, evaluation algorithms and improvement strategies.
โก Build any Generative AI application with evaluation
and improvement โก
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๐ค What is YiVal?
YiVal is an GenAI-Ops framework that allows you to iteratively tune your Generative
AI model metadata, params, prompts and retrieval configs all at once with your
preferred choices of test dataset generation, evaluation algorithms and improvement
Define your AI/ML application โก๏ธ Define test dataset โก๏ธ Evaluate ๐ Improve โก๏ธ Prompt related artifacts built โ
Define your AI/ML application โก๏ธ Auto-prompting โก๏ธ Prompt related artifacts built โ
Features
๐ Streamlined prompt development process ๐ Support for multimedia and multimodel ๐ Support CSV upload and GPT4 generated test data ๐ Dashboard tracking latency, price and evaluator results ๐ Human(RLHF) and algorithm based improvers ๐ Service with detailed web view ๐ Customizable evaluators and improvers
๐ Non-code experience of Gen-AI application build ๐ Witness your Gen-AI application born and improve with just one click
Demos
- Startup Company Headline Generation Bot๐ฅ
Installation
pip install yival
Fun Cast Fortune Telling
Dive into the world of YiChing and discover your fortune on our index page.
A fun and interactive way to get started with Yival.