What is guidance?
It is a programming paradigm that offers superior control and efficiency compared to conventional prompting and chaining. It allows users to constrain generation (e.g. with regex and CFGs) as well as to interleave control (conditional, loops) and generation seamlessly.
guidance is a tool in the Large Language Model Tools category of a tech stack.
guidance is an open source tool with 19K GitHub stars and 1K GitHub forks. Here’s a link to guidance's open source repository on GitHub
guidance Integrations
Python, Jupyter, OpenAI, Transformers, and LLaMA are some of the popular tools that integrate with guidance. Here's a list of all 5 tools that integrate with guidance.
Jobs that mention guidance as a desired skillset
guidance's Features
- Pure, beautiful python with additional LM functionality
- Rich templates with f-strings
- Constrained generation with selects, regular expressions, and context-free grammars
- Stateful control + generation makes it easy to interleave prompting / logic / generation
guidance Alternatives & Comparisons
What are some alternatives to guidance?
Twilio
Twilio offers developers a powerful API for phone services to make and receive phone calls, and send and receive text messages. Their product allows programmers to more easily integrate various communication methods into their software and programs.
Twilio SendGrid
Twilio SendGrid's cloud-based email infrastructure relieves businesses of the cost and complexity of maintaining custom email systems. Twilio SendGrid provides reliable delivery, scalability & real-time analytics along with flexible API's.
Amazon SES
Amazon SES eliminates the complexity and expense of building an in-house email solution or licensing, installing, and operating a third-party email service. The service integrates with other AWS services, making it easy to send emails from applications being hosted on services such as Amazon EC2.
Mailgun
Mailgun is a set of powerful APIs that allow you to send, receive, track and store email effortlessly.
Mandrill
Mandrill is a new way for apps to send transactional email. It runs on the delivery infrastructure that powers MailChimp.
Related Comparisons
No related comparisons found