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
![image](https://private-user-images.githubusercontent.com/83489863/316259739-050fcde6-4f45-421c-b0a0-f7208d471bd0.png?jwt=eyJhbGciOiJIUzI1NiIsInR5cCI6IkpXVCJ9.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.aC26I4PErNoWz8YjHQJcbOgajT6dVzMvW4StfXY-XNM)
![image](https://private-user-images.githubusercontent.com/83489863/316498576-1f882179-7b05-4bd0-9ddf-a670f2157910.png?jwt=eyJhbGciOiJIUzI1NiIsInR5cCI6IkpXVCJ9.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.rlFCANivMZG7N8v0tnlVG-IW6A4bC8DASWWqoVIlzg0)