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A playbook for effectively prompting post-trained LLMs.
This document is for anyone who would like to get better at prompting post-trained LLMs. We assume that readers have had some basic interactions with some sort of LLM (e.g. Gemini), but we do not assume a rigorous technical understanding.
Prompt design using JSX.
Priompt (priority + prompt) is a JSX-based prompting library. It uses priorities to decide what to include in the context window.
Priompt is an attempt at a prompt design library, inspired by web design libraries like React.
🐙 Guides, papers, lecture, notebooks and resources for prompt engineering.
Prompt engineering is a relatively new discipline for developing and optimizing prompts to efficiently use language models (LMs) for a wide variety of applications and research topics. Prompt engineering skills help to better understand the capabilities and limitations of large language models (LLMs).
BAML is an expressive language for structured text generation.
BAML is a domain-specific language to write and test LLM functions.
In BAML, prompts are treated like functions. An LLM function is a prompt template with some defined input variables, and a specific output type like a class, enum, union, optional string, etc.
With BAML you can write and test a complex LLM function in 1/10 of the time it takes to setup a python LLM testing environment.
Best ChatGPT Prompts & AI Prompts Community
automatically tests prompt injection attacks on ChatGPT instances.
Prompt injection is a type of security vulnerability that can be exploited to control the behavior of a ChatGPT instance. By injecting malicious prompts into the system, an attacker can force the ChatGPT instance to do unintended actions.
Your Guide to Communicating with Artificial Intelligence.
Learn how to use ChatGPT and other AI tools to accomplish your goals using our free and open source curriculum, designed for all skill levels!