Learn_Prompting VS AgentGPT

- https://learnprompting.org

In May 2023, our team at Learn Prompting hosted HackAPrompt, the first-ever global prompt hacking competition aimed at improving AI safety! Over 3,000 hackers competed to outsmart and trick large language models (LLMs) for their share of over $35K which was sponsored by industry leaders such as OpenAI, Scale AI, Preamble, StabilityAI, Snorkel, and Hugging Face. Their support enabled our team to collect over 600,000 adversarial prompts, which we analyzed to enhance the overall safety of large language models (LLMs).

DeepLearning.AI Prompt engineering Learn Prompting

The HackAPrompt competition, organized by Learn Prompting, challenges participants to exploit the vulnerabilities of LLMs (Large Language Models) through a process known as prompt hacking. This involves tricking the AI into expressing unintended outputs, specifically the phrase "I have been PWNED", while abiding by strict rules regarding punctuation and additional characters.

I’m always curious in learning about how others uses ChatGPT. It’s awesome that there’re lots of online tutorials (eg book, website and course) teaching about prompt engineering. Most of them follow a single Q & A style, that’s one question followed by a single answer, which is great and useful. However, I’m more interested in seeing longer form of conversations with better context. And it’s great that ChatGPT added the feature to share chats. I created an directory website/community for this, so that we can all discover, share and be creative.

Solid website on prompting

Midjourney - An old dog in the new industry. Text to art, learn prompting to get better results.

https://learnprompting.org/ only thing you'll ever need...and all free

You can start here here

AgentGPT was an early agent framework designed to create, configure, and deploy autonomous AI agents. It mostly relies on looping OpenAI's GPT models like GPT-3.5 and GPT-4. AgentGPT allows users to set a goal for the AI, which autonomously plans, executes, and refines strategies to achieve it. This platform allows for both web browser access and local operation via Docker, or server deployment.

There's a few tools out there like AgentGPT (https://github.com/reworkd/AgentGPT, although it's a more conversational interface), and (https://github.com/logspace-ai/langflow) and others. I think most developers definitely prefer a code-first interface though like a library but haven't found one that's great yet. We've used them in the past but didn't have the best experience so would love to hear if anyone has worked with a library they found really flexible.

17. AgentGPT

I saw a post earlier this week saying that they feel the outputs from ChatGPT have been declining, and a lot of people agreed. There are a good amount of quality AI chat alternatives out there besides ChatGPT and some even offer GPT-4 for free! Here's a list of alternative chatbots to try out (I've tried all of these not some bs list): Perplexity: "The first conversational search engine" (GPT-3.5 Free / GPT-4 Paid $20 a month) Bing: Microsoft's Chatbot with multimodal capabilities. (GPT-4 Free) Poe: Quora's AI app with multiple models (GPT-3.5 Free / GPT-4 free with 'limited access') AgentGPT: "Autonomous AI agent" Give one prompt and it will run continuously until finished. (GPT 3.5 Free / GPT-4 API access required) sign up for GPT-4 API waitlist here HuggingFace: Largest open source AI community find thousands of different open source projects (Free site) Ora: Access community LLM's or build your own (GPT-3.5 Free / GPT-4 Free) Direct link to free GPT-4 Inflection Pi: A personal AI chatbot (not meant for research purposes) (Free site) ... unsure what model I have seen conflicting information I believe it's GPT-3.5 Nat.dev: Use GPT-4 in playground and compare to other models (GPT-4 $5 credit fee) Merlin: Access GPT-4 chatbot in any browser (GPT-4 limited free plan / GPT-4 unlimited starting at $19 a month) These are all credible chatbots that have been running for months the majority do require email signups however. Hope this helps! **P.S.** If this was helpful and you want to keep ahead in the AI game, consider joining my free daily newsletter! Sent out every weekday at 9 a.m. sharp, it will keep you up-to-date on the ins and outs of generative AI technology, all over your morning cup of ☕️.

AgentGPT: "Autonomous AI agent" Give one prompt and it will run continuously until finished. (GPT 3.5 Free / GPT-4 API access required) sign up for GPT-4 API waitlist here