prompt-engineering26 questions
18votes
2answers

What are the best practices for versioning and testing prompts in production?

I'm working on a production system where we use GPT-4 for various tasks. As we iterate on our prompts, I'm concerned about: 1. **Version control**: How do you track prompt changes over time? 2. **A/B...

askedabout 2 months ago
Emma Thompson2340
11votes
0answers

What are the best practices for versioning and testing prompts in production?

I'm working on a production system where we use GPT-4 for various tasks. As we iterate on our prompts, I'm concerned about: 1. **Version control**: How do you track prompt changes over time? 2. **A/B...

askedabout 2 months ago
Emma Thompson2340
14votes
0answers

What are the best practices for versioning and testing prompts in production?

I'm working on a production system where we use GPT-4 for various tasks. As we iterate on our prompts, I'm concerned about: 1. **Version control**: How do you track prompt changes over time? 2. **A/B...

askedabout 2 months ago
Emma Thompson2340
8votes
1answers

How to use chain-of-thought prompting effectively?

I've heard a lot about chain-of-thought (CoT) prompting improving LLM reasoning, but I'm not sure how to implement it properly. Can someone explain: 1. What exactly is chain-of-thought prompting? 2. ...

askedabout 2 months ago
Sophie Anderson420
12votes
2answers

What are the most effective prompting techniques to reduce hallucinations in RAG pipelines?

I am building a Retrieval-Augmented Generation (RAG) chatbot for internal company documents. Sometimes the LLM makes up information when the retrieved context doesn't contain the answer. What prompti...

askedabout 2 months ago
Alex Rodriguez1920
15votes
1answers

Best practices for prompt versioning and testing?

As our application grows, we have dozens of prompts across different features. Managing and testing them is becoming chaotic. How do you handle: 1. Version control for prompts 2. A/B testing differen...

askedabout 2 months ago
Jessica Wang1480
8votes
1answers

How to use chain-of-thought prompting effectively?

I've heard a lot about chain-of-thought (CoT) prompting improving LLM reasoning, but I'm not sure how to implement it properly. Can someone explain: 1. What exactly is chain-of-thought prompting? 2. ...

askedabout 2 months ago
Sophie Anderson420
16votes
1answers

Best practices for prompt versioning and testing?

As our application grows, we have dozens of prompts across different features. Managing and testing them is becoming chaotic. How do you handle: 1. Version control for prompts 2. A/B testing differen...

askedabout 2 months ago
Jessica Wang1480
12votes
2answers

What are the most effective prompting techniques to reduce hallucinations in RAG pipelines?

I am building a Retrieval-Augmented Generation (RAG) chatbot for internal company documents. Sometimes the LLM makes up information when the retrieved context doesn't contain the answer. What prompti...

askedabout 2 months ago
Alex Rodriguez1920
12votes
2answers

What are the most effective prompting techniques to reduce hallucinations in RAG pipelines?

I am building a Retrieval-Augmented Generation (RAG) chatbot for internal company documents. Sometimes the LLM makes up information when the retrieved context doesn't contain the answer. What prompti...

askedabout 2 months ago
Alex Rodriguez1920
0votes
0answers

How to improve GPT-4 prompt quality?

I'm looking for best practices to improve the quality of my GPT-4 prompts....

askedabout 2 months ago
promptoverflow792
0votes
0answers

How to improve GPT-4 prompt quality?

I'm looking for best practices to improve the quality of my GPT-4 prompts....

askedabout 2 months ago
promptoverflow792
0votes
0answers

How to improve GPT-4 prompt quality?

I'm looking for best practices to improve the quality of my GPT-4 prompts....

askedabout 2 months ago
promptoverflow792
0votes
0answers

How to improve GPT-4 prompt quality?

I'm looking for best practices to improve the quality of my GPT-4 prompts....

askedabout 2 months ago
promptoverflow792
0votes
0answers

How to improve GPT-4 prompt quality?

I'm looking for best practices to improve the quality of my GPT-4 prompts....

askedabout 2 months ago
promptoverflow792
15votes
1answers

Best practices for prompt versioning and testing?

As our application grows, we have dozens of prompts across different features. Managing and testing them is becoming chaotic. How do you handle: 1. Version control for prompts 2. A/B testing differen...

askedabout 2 months ago
Jessica Wang1480
15votes
1answers

Best practices for prompt versioning and testing?

As our application grows, we have dozens of prompts across different features. Managing and testing them is becoming chaotic. How do you handle: 1. Version control for prompts 2. A/B testing differen...

askedabout 2 months ago
Jessica Wang1480
15votes
1answers

Best practices for prompt versioning and testing?

As our application grows, we have dozens of prompts across different features. Managing and testing them is becoming chaotic. How do you handle: 1. Version control for prompts 2. A/B testing differen...

askedabout 2 months ago
Jessica Wang1480
15votes
1answers

Best practices for prompt versioning and testing?

As our application grows, we have dozens of prompts across different features. Managing and testing them is becoming chaotic. How do you handle: 1. Version control for prompts 2. A/B testing differen...

askedabout 2 months ago
Jessica Wang1480
8votes
3answers

How to use chain-of-thought prompting effectively?

I've heard a lot about chain-of-thought (CoT) prompting improving LLM reasoning, but I'm not sure how to implement it properly. Can someone explain: 1. What exactly is chain-of-thought prompting? 2. ...

asked2 months ago
Sophie Anderson420