In this issue of AI Growth Pad newsletter
Last week in AI
Code Interpreter Cheat Sheet
Last week in AI
Meta released Llama 2, the best open source LLM that rivals ChatGPT 3.5 turbo. The first version was the catalyst to the explosion of open LLM but it does not allow for commercialization. This version does. Many companies who have banned using 3rd party LLM because of data privacy can start incorporating Llama 2 into their products & operations
OpenAI’s rival Anthropic announced Claude 2 last week. It boasts
A context window of 100,000 tokens, 3 times that of GPT-4. This mean it can process longer documents, hold a longer chat history compared to ChatGPT.
Data as recent as early 2023 vs September 2021 of ChatGPT
Available for FREE at https://claude.ai/chats
Code Interpreter Cheat Sheet
Overwhelmed by what Code Interpreter can do? Get this excellent cheat sheet compiled by Pete Huang at theneurondaily.com
Pete Huang code interpreter cheat sheet
Download the hi-res version here
Introducing ChatGPT plugins Directory
Our readers often ask us what ChatGPT plugins to try and where to find more information about them.
That’s because OpenAI plugin store leaves a lot to desire in term of usability.
So we built a better directory and you can check it out at https://www.aigrowthpad.com/chatgpt-plugins
User reviews and search are coming soon so stay tuned!
How to use ChatGPT with your own private data (Part 1)
Many of our readers ask about how to use ChatGPT with their own data for example data from website, proprietary data from database.
The answer is Retrieval Augmented Generation (RAG), a technique outlined in this paper from Facebook research lab. RAG allows LLM to
Work with a data that does not fit in the context window
Use data after the initial training (cutoff date) to generate answer
Use proprietary data to generate answer
Learn more about RAG here
About Trung Vu
Trung Vu, a former software engineer, founded Hoss in 2019 to enhance developer experiences, swiftly attracting Silicon Valley backers and a $1.6 million seed round. In 2021, his venture was acquired by Niantic Labs, of Pokemon Go fame, to bolster their Lightship platform.
Post-acquisition, Trung leads engineering teams at Niantic and invests in promising AI startups. An AI enthusiast even before ChatGPT's rise, he equates its potential to electricity. Through AI Growth Pad, his education platform, Trung teaches entrepreneurs to leverage AI for growth, embodying his commitment to ethical, transformative technology.
