Knowledge-Base

This repository contains a collection of valuable knowledge for anyone who wants to become an ultimate AI Power User. Below are some useful resources to get started:

Chatbots

1. OpenAI's API introduction can be found at https://platform.openai.com/docs/introduction
2. A Python-based chatbot framework can be found at https://python.langchain.com/en/latest/index.html - THIS is the most valuable link in this repo.
   • https://youtu.be/q-HNphrWsDE - superb explanation of tools and agents
3. Embedding storage/searching options include:
   • Paid/Simple: https://www.pinecone.io/
   • Free/Open Source/Little Advanced: https://milvus.io/

Locally Hosted LLM

For those with a suggested Nvidia GPU with >= 8gb vram, consider checking out the following projects:

• https://github.com/oobabooga/text-generation-webui
• https://huggingface.co/anon8231489123/gpt4-x-alpaca-13b-native-4bit-128g

AI Image Generation

For stable diffusion, consider the following resources:

• https://github.com/AUTOMATIC1111/stable-diffusion-webui
• Pre-trained models can be found at https://civitai.com/
• If you're looking for good prompts to use, check out:
  • https://openart.ai/discovery
  • https://lexica.art/

Advanced AI Image world

Training your own LORA

• https://www.youtube.com/watch?v=HUPcr5njxkM&t=1319s&ab_channel=PromptMuse -> This settings work's best, 60% of the Time, It Works Every Time!

Best youtube channels in the world - I learned like everything from them:

• https://www.youtube.com/@promptmuse - This woman should be crowned after Queen Elizabeth
• https://www.youtube.com/@Aitrepreneur
• https://www.youtube.com/@NerdyRodent
• https://www.youtube.com/@AllAboutAI
• https://www.youtube.com/@DrAlanDThompson
• https://www.youtube.com/@jamesbriggs

Thing's that im unable to squeeze into presentation but are UBER cool:

• https://github.com/nomic-ai/gpt4all - The hotest shit at the moment! Im dying to properly try it out!