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Abstract

I won’t automatically leverage ChatGPT API submitted data to train the model! Important point to ensure that companies relying on ChatGPT do not see their data leaked through the trained model! <b><i>“</i></b><i>Data submitted through the API is no longer used for service improvements (including model training) unless the organization opts in. And a default 30-day data retention policy was implemented for API users, with options for stricter retention depending on user needs.”</i></li></ul><h2 id="407f">ChatGPT or GPT3.5 models?</h2><ul><li><b>ChatGPT vs GPT3.5:</b> in <a href="https://platform.openai.com/docs/guides/chat/chat-vs-completions">OpenAI’s own words</a> “Because gpt-3.5-turbo performs at a similar capability to text-davinci-003 but at 10% the price per token, <b>we recommend gpt-3.5-turbo for most use cases</b>”.</li><li><b>When to keep using GPT3.5 Davinci</b>? Fine-tuning. ChatGPT doesn’t allow fine-tuning as of March 1st 2023. If you need fine-tuning, GPT3.5 models are the way to go.</li></ul><figure id="4daf"><img src="https://cdn-images-1.readmedium.com/v2/resize:fit:800/1*UqRkEBkKy42DO59wpm9jgA.png"><figcaption>ChatGPT API vs GPT3.5 models (<a href="https://platform.openai.com/docs/guides/chat/chat-vs-completions">source</a>)</figcaption></figure><h1 id="24be">Limitations to keep in mind!</h1><p id="1c07">While we are all excited about the opportunity to integrate ChatGPT’s capabilities into our products, we must not forget about its limitations.</p><p id="680e"><b>It is crucial to exercise caution when deploying this model in production, as ChatGPT may exhibit hallucinations, biases, or worse</b></p><p id="7d12">I wrote a couple of posts about GPT3.5 & ChatGPT limitations, you can find them here:</p><ul><li><a href="https://readmedium.com/a-first-comprehensive-analysis-of-chatgpts-limitations-4ead13a62bf9">First comprehensive analysis of ChatGPTs limitations</a></li><li><a href="https://readmedium.com/coding-with-chatgpt-5-limitations-to-keep-in-mind-27e971a78f7e">5 limitations to keep in mind when coding with ChatGPT</a></li></ul><h1 id="732d">Building your ChatGPT app plugged on your own knowledge base in 7 lines of code!</h1><p id="21df">It is now possible to leverage ChatGPT API and other Large Language model easily and in a few lines of code!</p><p id="a0dd">You can check my previous post on the topic: “<a href="https://readmedium.com/build-a-chatgpt-like-app-for-your-business-in-7-lines-of-code-5c1d4fc2a728"><b>Build a ChatGPT like App for Your Business in 7 lines of Code</b></a><b>”</b></p><p id="c3e5">The model per default described in this post is gpt3.5 davinci-003, but it can also be done with ChatGPT API now! Test it

Options

and let me know ;)</p><div id="b726" class="link-block"> <a href="https://readmedium.com/build-a-chatgpt-like-app-for-your-business-in-7-lines-of-code-5c1d4fc2a728"> <div> <div> <h2>Build a ChatGPT like App for Your Business in 7 lines of Code</h2> <div><h3>Simplest way to get you started!</h3></div> <div><p>medium.com</p></div> </div> <div> <div style="background-image: url(https://miro.readmedium.com/v2/resize:fit:320/0*VgIVf3kQEw4lcteh)"></div> </div> </div> </a> </div><p id="28eb"><b>ChatGPT dev documentation is available in these two official links</b></p><ul><li><a href="https://platform.openai.com/docs/guides/chat">https://platform.openai.com/docs/guides/chat</a></li><li><a href="https://platform.openai.com/docs/api-reference/chat/create">https://platform.openai.com/docs/api-reference/chat/create</a></li></ul><h1 id="abf3">Conclusion</h1><p id="fbdb">Overall, the release of the ChatGPT API marks a significant milestone for OpenAI and developers alike. The affordable pricing, optimized performance, and continuous model improvements make it an attractive option for businesses and developers looking to build chat applications that deliver an engaging and seamless experience for their users.</p><p id="a447">See: <a href="https://readmedium.com/5-ai-applications-now-possible-thanks-to-gpt3-5-and-large-language-models-8fdf4055438b"><b>5 AI applications now possible thanks to GPT3.5 and Large Language Models.</b></a></p><div id="818a" class="link-block"> <a href="https://readmedium.com/5-ai-applications-now-possible-thanks-to-gpt3-5-and-large-language-models-8fdf4055438b"> <div> <div> <h2>5 AI applications now possible thanks to GPT3.5 and Large Language Models.</h2> <div><h3>Large language models open the way to new applications that used to be too hard to tackle automatically. Journalism…</h3></div> <div><p>medium.com</p></div> </div> <div> <div style="background-image: url(https://miro.readmedium.com/v2/resize:fit:320/1*YUEJBOFhuTgpd63ly7NBEQ.png)"></div> </div> </div> </a> </div><p id="25f9"><b>With a price point that become way more interesting, we can bet that we’ll see an explosion of ChatGPT integrations in all products!</b></p><p id="22a3">What a time to be alive!</p><p id="4b10">If you like this topic, please consider supporting us: 🔔 <b><i>clap </i></b>& <b><i>follow </i>🔔</b></p></article></body>

OpenAI released ChatGPT API: everything you need to know!

A short post to get you started with ChatGPT.

Today marks an exciting milestone for OpenAI with the release of their new ChatGPT API. Developers and businesses can now build applications and products with the ChatGPT API, which uses a model named “gpt-3.5-turbo”, the same model used in the ChatGPT product!

With already several early adopters such as SnapChat, InstaCart, Speak and Shopify!

Everything you need to know! But first, If you like this topic, please consider supporting us: 🔔 clap & follow 🔔

What do we know about ChatGPT API and How does it compare to GPT3.5 models (Davinci)

In general

  • Pricing: $0.002/1k tokens! Which is 10 times cheaper than the existing GPT-3.5 models. This makes it an affordable option for developers looking to build applications that require large volumes of text generation. “Through a series of system-wide optimizations, we’ve achieved 90% cost reduction for ChatGPT since December 2022.”
  • Applications: The model is primarily designed for chat applications, but it is also OpenAI’s current best model for completion and other tasks such as translation, editing, summarization, code generation, and more!
  • Token limitation: both GPT-3.5 models and ChatGPT have a 4k token limitation. I’d expect next ChatGPT models to increase this limitation to 8k+ within the comings weeks.
  • Model evolution: ChatGPT underlying model will be improved overtime. Per default, GPT3.5-turbo model will automatically offer developers the latest stable version ; Devs can still decide to opt for a specific model version if so desired.
  • Data Policy & Privacy: OpenAI won’t automatically leverage ChatGPT API submitted data to train the model! Important point to ensure that companies relying on ChatGPT do not see their data leaked through the trained model! “Data submitted through the API is no longer used for service improvements (including model training) unless the organization opts in. And a default 30-day data retention policy was implemented for API users, with options for stricter retention depending on user needs.”

ChatGPT or GPT3.5 models?

  • ChatGPT vs GPT3.5: in OpenAI’s own words “Because gpt-3.5-turbo performs at a similar capability to text-davinci-003 but at 10% the price per token, we recommend gpt-3.5-turbo for most use cases”.
  • When to keep using GPT3.5 Davinci? Fine-tuning. ChatGPT doesn’t allow fine-tuning as of March 1st 2023. If you need fine-tuning, GPT3.5 models are the way to go.
ChatGPT API vs GPT3.5 models (source)

Limitations to keep in mind!

While we are all excited about the opportunity to integrate ChatGPT’s capabilities into our products, we must not forget about its limitations.

It is crucial to exercise caution when deploying this model in production, as ChatGPT may exhibit hallucinations, biases, or worse

I wrote a couple of posts about GPT3.5 & ChatGPT limitations, you can find them here:

Building your ChatGPT app plugged on your own knowledge base in 7 lines of code!

It is now possible to leverage ChatGPT API and other Large Language model easily and in a few lines of code!

You can check my previous post on the topic: “Build a ChatGPT like App for Your Business in 7 lines of Code”

The model per default described in this post is gpt3.5 davinci-003, but it can also be done with ChatGPT API now! Test it and let me know ;)

ChatGPT dev documentation is available in these two official links

Conclusion

Overall, the release of the ChatGPT API marks a significant milestone for OpenAI and developers alike. The affordable pricing, optimized performance, and continuous model improvements make it an attractive option for businesses and developers looking to build chat applications that deliver an engaging and seamless experience for their users.

See: 5 AI applications now possible thanks to GPT3.5 and Large Language Models.

With a price point that become way more interesting, we can bet that we’ll see an explosion of ChatGPT integrations in all products!

What a time to be alive!

If you like this topic, please consider supporting us: 🔔 clap & follow 🔔

ChatGPT
Chatbots
NLP
Artificial Intelligence
OpenAI
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