NOTE: The notebooks are collected from youtube videos and other open source platforms for learning purpose.
Things that you can find here:
- Langchain with OpenAI models(text-davinci-003)
- Langchain prompt template & fewshotprompt template with HF Hub models(Flan-T5-XL)
- LLMChains + Few Shot Learning
- Fact Extraction, SimpleSequentialChain, SequentialChain
- PAL Math Chain, API Chain, Conversation Chain
- Memories in Langchain
- Conversation with LLM's (Flan-ul2)
- Use Langchain + Hugging Face Hub Models Locally (Models like BlenderBot-1b-distill, Flan-T5-XL, all-mpnet-base)
- Summarization using Langchain
- Chating with ALPACA7B
- Question Answering using Langchain, Pinecone as a vector store and indexing, OpenAI GPT-4
Thanks to https://www.youtube.com/@samwitteveenai