dev.notes.md

notes

• TODO

  • try Llama 3 on amazon

• REST APIs and Web Services

  • Identify Resources and define your endpoints

• personal chat

  • FLASK

    source appsenv/bin/activate

    flask run

  • rbot

    llm aliases set rbot orca-mini-3b-gguf2-q4_0
    llm chat -m rbot prompt engineering

    - "you are a very friendly peer AI agent who can help youth and provide youth emotional support regarding their emotions"
    

  • llm lib

    pip install llm llm install llm-gpt4all
    /Users/zhaowenlong/.cache/gpt4all/orca-mini-3b-gguf2-q4_0

  • ollama

    • pdf ai?
    • Self Hosting LLMs using Ollama

  • fine-tuning LLM

• nextjs template, astro template, preline UI

reference

• The Complete Developer - master the full stack

• Prompt Engineering: A Practical Example

• Live Transcription With Python and Flask

• Hugging Face Transformers

• Build an LLM RAG Chatbot With LangChain

• NextJS AI Chatbot

• How to build an AI app: A step-by-step guide

• Fine-tuning GPT with OpenAI, Next.js and Vercel AI SDK