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