jniranjanreddy / ai Goto Github PK

OpenAI was founded in 2015, by Sam Altman and Elon Musk, as non profy organization.

GPT = Generative Pre-Trained Transformer
NLP - Natural Language Processing
RAG - Retrieval-Augmented Generation
ChatGpt
Google Bard
Meta llama2

Deep Learning, can ebe divided to three topics
   1. ANN - Artificial Neural Network
   2. CNN - Conolution Neural Network
   3. RNN - Recurrent Neural network
   4. RL  - Reinforcement Learning
   5. GAN - Generative Advisol Network
   6. Attention Is All you Need - research paper

Open AI Based LLM's  - These are charged based on Tpkens
1. GPT-4
2. GPT.3.5
3. GPT Base
4. DALL-E
5. Whisper
6. Embeddings
7. Modernizations


## OpenSource based LLM's
1. BLOOM
2. Llama2
3. PaLM
4. Falcon
5. Claude
6. MPT-30B
7. StableLm

https://www.youtube.com/watch?v=lG7Uxts9SXs

Ubuntu WSL
mkdir langchain-llm-app
apt install python3.8-venv
python3.8 -m venv .venv
source  .venv/bin/activate
pip install langchain openai streamlit python-dotenv

mkdir langchain-helloworld
cd .\langchain-helloworld\
python3.10.exe -m venv .venv
 .\.venv\Scripts\activate
pip install langchain openai streamlit python-dotenv