Hi Team,
Can anyone tell is there any open online tool or website available where i generate highly effective prompts for my business usescase. I am using openAI public API and sending some parameters to this API to get the prompts.
Anyhelp will be highly appreciated
Thanks
Try the above tool. Or in your chatgpt interface click on Explore GPTs. Then search for prompt engineer.
It can write prompts effectively.
Hope it helps!!
Hi @rsudhanshu137 and welcome to the community!
What I actually do these days is use o1 model to write the prompts for me. Either I tell it to write a prompt by giving a it one-sentence instruction, or I give it an existing prompt, and tell it to optimize it for me.
I use a variation, basically input a long description of what I am looking for and ask the model for a prompt targeted for the result I am looking for… I go the other way, use 4o to write my o1 model prompt.
You can also provide a checklist to consider so:
The longer the prompt the more accurate the resulting prompt is seems.
Works for creating prompts to build GPTs.
Also remember if you have access to cheap web resources, you can incorporate more data into your prompt via an url.
I also appreciate the idea of reiterating prompts across multiple AIs, but why did you choose 4O as a starting point?
Personally, I usually begin with a reasoning model (such as O or R1) and then iterate the results through other models. The more iterations you apply, the better the outcome tends to be.
Cost mainly. o1 did not really generate a quantifiably better prompt. So here is the thinking on why: LLMs do classification, summarization, entity recognition well. I generally create a stream of consciousness around what I am looking for, adding in qualifiers and checks as I go, using words that are close to what I am looking for, if I forget the exact word. That approach plays well to what any LLM can do.
To be clear, I usually have to update the prompt manually a couple of times to get what I want, but that is in o1.
YOu can use prompt genie
or issuebage prompt generator tools
Well, as you are looking for an open online tool or website where you generate highly effective prompts for your business use case. There are several online tools that may help you. Here below I am suggesting some of the online prompt tools that may help you.
1. OpenAI Prompt Generator.
2. GPT for work
3. Prompt Perfect.
I hope it will help you.
Mamta Bankoti
At the risk of sounding quite foolish–I’m very new to prompt engineering, and these other replies seem more knowledgeable by far!–I have a very simple technique that works for basic interactions with AI:
=============
You are an experienced prompt engineer with ten years of experience
From now on, when I submit a prompt, you will think of a better way to write the prompt
You will offer your prompt and ask if I want to use it
If I respond “yes”, you will use your prompt
If I respond “no”, you will use my original prompt
============
Thank you for this post. Was looking for something like this! can’t beat free lol.
Have you looked into open-source automatic prompt optimization frameworks tools like opik agent optimizer sdk? https://www.comet.com/docs/opik/agent_optimization/overview
I honestly think most of prompt engineering can now be automated, most other “generators” dont use any algorithims or evaluations under the hood, unlike this one i mentioned which is research backed.
But how do you know the new prompt is better than the old?
Thanks for the question! I suppose it all depends on what you are trying to accomplish. For example, if I ask an LLM to “tell me everything about RWS” (a company that just hired me!), the response is going to be very generic. If I ask the LLM to suggest better prompts, it will–at the very least–drill down into more specific options to replace “everything”.
In the end, however, the suggestion to have AI offer better prompts is only intended to help those who don’t typically think about engineering their prompts. There really isn’t any substitute for writing detailed prompts that help you get the results you, as an individual, want from the AI.
BTW, this wasn’t my idea; I learned it from Dr. Jules White, Professor of Computer Science at Vanderbilt University, taught in the Coursera class, Prompt Engineering for ChatGPT. I recommend it to friends who want more from their AI experience without having to take a class!