RepublicOfBotv109/llm-engineering-cheatsheet
RepublicOfBotv1092updated 4mo ago
🛠️ Master LLMs by understanding core principles and patterns for effective prompt engineering, empowering you to build reliable AI solutions.
Claude
ai-best-practicesai-cheatsheetai-patternsai-referenceanthropicchatgptcontext-managementgenerative-ailangchainlanguage-modelsllmllm-engineering
README
📘 llm-engineering-cheatsheet - Best Practices for Language Models
📥 Download Now
🚀 Getting Started
Welcome to the llm-engineering-cheatsheet! This resource provides timeless principles and best practices for working with language models. It's designed to be clear, future-proof, and usable across different tools in the realm of artificial intelligence.
🛠️ System Requirements
To run this software, you will need:
- A computer with Windows, macOS, or Linux.
- At least 4 GB of RAM.
- An internet connection to access online resources and download the application.
📖 Features
- Clear guidelines for prompt design and engineering for language models.
- Best practices for context management and few-shot learning.
- Tooling-agnostic tips applicable to various platforms, including popular AI models like OpenAI’s ChatGPT.
- Comprehensive reference material on language models and their applications.
📙 Topics Covered
- ai-best-practices
- ai-cheatsheet
- ai-patterns
- ai-reference
- anthropic
- chatgpt
- context-management
- few-shot-learning
- generative-ai
- langchain
- language-models
- llm
- llm-engineering
- openai
- prompt-design
- prompt-engineering
- python
- python3
- system-prompts
- zero-shot
📂 Download & Install
To get started, visit the Releases page to download the cheatsheet:
- Click the link above to go to the Releases page.
- On that page, you will see a list of available rele