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Large Language Model (LLM) prompting guides

Home | Lambros Petrou · published 26 April 2025

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https://www.anthropic.com/learn/build-with-claude

anthropic.com

https://docs.anthropic.com/en/docs/build-with-claude/prompt-engineering/overview

docs.anthropic.com

https://www.anthropic.com/engineering/claude-code-best-practices

anthropic.com

https://github.com/anthropics/anthropic-cookbook

github.com

https://platform.openai.com/docs/guides/text

platform.openai.com

https://cookbook.openai.com/examples/gpt4-1_prompting_guide

cookbook.openai.com

https://cookbook.openai.com/

cookbook.openai.com

https://github.com/openai/openai-cookbook

github.com

https://help.openai.com/en/articles/6654000-best-practices-for-prompt-engineering-with-the-openai-api

help.openai.com

Realtime tool delegation guide

openai.github.io

http://ai.google.dev/gemini-api/docs/prompting-strategies

ai.google.dev

https://cloud.google.com/discover/what-is-prompt-engineering

cloud.google.com

https://cloud.google.com/vertex-ai/generative-ai/docs/prompt-gallery

cloud.google.com

https://cloud.google.com/vertex-ai/generative-ai/docs/learn/prompts/introduction-prompt-design

cloud.google.com

https://www.kaggle.com/whitepaper-prompt-engineering

kaggle.com

https://drive.google.com/file/d/1AbaBYbEa_EbPelsT40-vj64L-2IwUJHy/view

drive.google.com

https://services.google.com/fh/files/misc/gemini-for-google-workspace-prompting-guide-101.pdf

services.google.com

https://www.thinkwithgoogle.com/documents/18466/Gemini_Prompt_Guide_for_Creatives_and_Strategists.pdf

thinkwithgoogle.com

https://elevenlabs.io/docs/conversational-ai/best-practices/prompting-guide

elevenlabs.io

https://www.promptingguide.ai/

promptingguide.ai

https://simonwillison.net/2025/May/15/building-on-llms/

simonwillison.net

Amp Is Now Available To Everyone — Here's How I Use It Read at the source ↗

ampcode.com

https://docs.anthropic.com/en/docs/about-claude/models/all-models

docs.anthropic.com

OpenAI models page

platform.openai.com

https://ai.google/get-started/our-models/

ai.google