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How to Launch an LLM-based Project: A Guide for Teams

December 20, 2024

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Prompt Caching with OpenAI, Anthropic, and Google Models

December 5, 2024

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The Difference Between System Messages and User Messages in Prompt Engineering

November 26, 2024

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Prompt Engineering with Reasoning Models

November 15, 2024

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Role-Prompting: Does Adding Personas to Your Prompts Really Make a Difference?

November 7, 2024

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In Context Learning Guide

October 18, 2024

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Everything you need to do before prompting: Success criteria, test cases, evals

October 14, 2024

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A Complete Guide to Meta Prompting

October 2, 2024

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Faithful Chain of Thought Reasoning Guide

September 20, 2024

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Prompt Chaining Guide

September 12, 2024

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Chain of Thought Prompting Guide

September 5, 2024

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How to Use System 2 Attention Prompting to Improve LLM Accuracy

August 27, 2024

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Least-to-Most Prompting Guide

August 15, 2024

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Program of Thoughts Prompting Guide

August 6, 2024

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Self-Consistency and Universal Self-Consistency Prompting

July 24, 2024

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Generated Knowledge Prompting

July 12, 2024

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Strategies for Managing Prompt Sensitivity and Model Consistency

July 8, 2024

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Using LLMs for Code Generation: A Guide to Improving Accuracy and Addressing Common Issues

June 21, 2024

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Prompt Engineering for Content Creation

June 10, 2024

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Prompt Patterns: What They Are and 16 You Should Know

May 23, 2024

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Fine-Tuning vs Prompt Engineering

May 14, 2024

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The Few Shot Prompting Guide

April 26, 2024

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A Real World Case Study of Humans vs AI in Knowledge Work

April 12, 2024

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One Size Does Not Fit All: An Analaysis of Model Specific Prompting Strategies

April 3, 2024

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Enterprise Prompt Engineering: Best Practices, Tendencies, and Insights

March 23, 2024

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How Polite Should We Be When Prompting LLMs?

March 11, 2024

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Three Prompt Engineering Methods to Reduce Hallucinations

February 26, 2024

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Using Analogical Prompting to Generate In-Context Examples

February 17, 2024

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Using Reinforcement Learning and LLMs to Optimize Prompts

February 9, 2024

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RecPrompt: A Prompt Engineering Framework for LLM Recommendations

January 31, 2024

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Prompt Engineering Principles for 2024

January 19, 2024

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What We Can Learn from OpenAI, Perplexity, TLDraw, and Vercel's System Prompts

January 10, 2024

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Compressing Prompts with LLMLingua: Reduce Costs, Retain Performance

January 2, 2024

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Prompt Engineering vs. Fine-Tuning: The MedPrompt Breakthrough

Dec 21, 2023

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How to Optimize Long Prompts

December 11, 2023

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Can You Use LLMs as Evaluators? An LLM Evaluation Framework

November 24, 2023

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Enhancing AI Accuracy: Decreasing Hallucinations with CoVe

November 14, 2023

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Better Summarization with Chain of Density Prompting

November 7, 2023

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A Step Forward with Step-Back Prompting

October 27, 2023

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How To Give Your Chatbot More Memory

October 20, 2023

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Comparing Latencies: Get Faster Responses From OpenAI, Azure, and Anthropic

October 6, 2023

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Using Anthropic: Best Practices, Parameters, and Large Context Windows

September 27, 2023

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Getting Emotional With LLMs

September 22, 2023

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Using LLMs to Optimize Your Prompts

September 15, 2023

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How To Protect Against Prompt Hacking

September 8, 2023

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How Algorithm of Thoughts Prompting Works

August 31, 2023

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How AutoHint Can Improve Your Prompt Automatically

August 25, 2023

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Reducing Latency with Skeleton of Thought Prompting

August 18, 2023

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Improve Accuracy and Reduce Hallucinations with a Simple Prompting Technique

August 9, 2023

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How Tree of Thoughts Prompting Works

August 3, 2023

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Exploring Multi-Persona Prompting for Better Outputs

July 20, 2023

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GPT-4 vs Claude 2: A Prompt-Off

July 17, 2023

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ChatGPT's Code Interpreter: What it is, how it works, and 10 practical examples

July 13, 2023

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5 Easy AI App Ideas You Can Build Around a Prompt

July 7, 2023

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A Beginner's Guide on Embeddings and Their Impact on Prompts

June 29, 2023

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Understanding OpenAI Parameters: Optimize your Prompts for Better Outputs

June 21, 2023

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Tokens and Tokenization: Understanding Cost, Speed, and Limits with OpenAI's APIs

June 14, 2023

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System Messages: Best Practices, Real-world Experiments & Prompt Injections

June 7, 2023

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Understanding Prompt Injections and What You Can Do About Them

May 31, 2023

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10 Best Practices for Prompt Engineering with Any Model

May 25, 2023