Thinking about ai
July 10, 2023
Generative AI from OpenAI has generated a lot of attention in the AI consumer application space.
Some believe AI is a hype, similar to blockchain. I disagree. I believe there is true economic value in AI, instead of Blockchain.
There are many ideas that I'd like to build using AI, but first I need to be able to understand the following three areas well.
- First, understand the LLM, even when this is really a game of the big players like OpenAI, Google and Facebook.
- Understand how to train the domain specific AI model
- How to build consumer AI application.
Also, look into Langchain and figure out how it fits into the AI consumer applications.
https://github.com/kyrolabs/awesome-langchain
The original Langchain framework
https://github.com/hwchase17/langchain
https://python.langchain.com/docs/get_started/introduction.html
Things that I like to build with AI
- Build an iMessage instance so I could text multiple people at the same time
- Using AI to assist me to quickly build a budget app for myself
I should also spend time to learn about the AI space
Prompt Engineering for developers
https://www.deeplearning.ai/short-courses/chatgpt-prompt-engineering-for-developers/
Here are some of the resources:
https://a16z.com/2023/05/25/ai-canon/
Using chatGPT with your own data.
https://www.youtube.com/watch?v=9AXP7tCI9PI&ab_channel=TechLead
https://blog.langchain.dev/tutorial-chatgpt-over-your-data/
ChatGPT Best practices
https://platform.openai.com/docs/guides/gpt-best-practices
How to use AI Art and ChatGPT to create an insance Web Design application
https://www.youtube.com/watch?v=8I3NTE4cn5s&ab_channel=CodexCommunity