API Appstore for LLMs 🦍

PLUS: Better AI for programming, Teens bullying Snapchat's AI companion & more

Hi folks!πŸ‘‹πŸ» This is The Prompt! We're your go-to source for all things AI.

And today we take a short trip to the Gorilla’s corner of the AI Zoo of the world.

Let's talk about it

FEATURED

Gorilla - API Appstore for LLMs

Welcome to the new era of API programming.

Gorilla is a fine-tuned LLaMa model that can write API calls for you, using prompts.

It can generalize up to 1600+ APIs, is more reliable, and will hallucinate less than GPT-4, Chat-GPT, and Claude πŸ‘‡πŸ»

How does it work?

Gorilla works well when paired with something called a 'document retriever.' Think of it like a detective (Gorilla) teaming up with a librarian (the document retriever).

This partnership is especially good at adapting to changes in the documents they are working on - imagine a book that gets new pages or chapters added over time.

This means if a user modifies the document or if there's a new version, Gorilla and the document retriever can handle it without issues.

Then, to test Gorilla's abilities, the developers built a huge directory of well-documented APIs. Think of these like recipe books for how to do different things with API programming.

Using this wide range of 'recipes,' they could see how well Gorilla could understand and work with them.

And the results are outperforming every other model out there.

WHAT ELSE IS GOING ON

πŸ‹πŸ»β€β™€οΈ OpenAI trained a new model for math reasoning using process supervision. Process supervision rewards the model for every step in the chain of thought and outperforms every other methodology for math problems. They also just launched their Cyber Security grant program.

πŸ‘€Β Google launched DIDACTΒ - a methodology for training AI models for software development, by Google. The model learns from the entire software dev process, not just the final code.

πŸ‹πŸ»β€β™€οΈ Β Teens keep bullying Snapchat’s AI companion.Β One user convinced it to refer to them with the kinky nickname β€œSenpapi. In a more lighthearted video, a user convinced the chatbot that the moon is actually a triangle.

RESOURCES

The best resources we came across lately that will help you become better at writing prompts & building AI apps.

πŸ“šΒ How LangChain calculates OpenAI's pricing? [ useful read]

πŸ‘‹πŸ» Automate the CEOs [ interesting read ]

πŸŽ₯Β OpenAI security and privacy portal [ good to have resource ]

πŸ€·πŸ»β€β™‚οΈ GPT-4 impersonates Alan Watts impersonating Nostradamus about the birth of AI. [ twitter audio post ]

TOOLBOX

The latest AI tools to use or get inspiration from.

  • Rep AI: Sell more stuff with AI

  • Speechki: Generated ChatGPT text to audio

  • Chat SEO: Ask anything about SEO

  • GAN AI: Personalizes video templates at scale

  • RaskAI: Dub videos in different languages using original voices

PROMPT OF THE DAY

TOOL

Midjourney

PROMPT

'an outdoor shot of a hedgehog in a karate clothing practicing kung fu, in the style of ray tracing, zen-inspired, fantasy characters, photo-realistic techniques, detailed costumes, canon eos 5d mark iv --ar 16:9'

RESULT