yeyus/codepath-week2

1---2title: Codepath AI/LLM - Week 23emoji: 💃4colorFrom: purple5colorTo: yellow6sdk: docker7app_file: app.py8pinned: false9---10 11# Codepath Week 2 - Chatbot12 13This is the deliverable for Codepath's AI/LLM Course - Week 2.14 15We use a vector store that has been previously created in a jupyter notebook using the following pipeline.16 17* RecursiveCharacterTextSplitter over the IMDB csv dataset18* Using OpenAIEmbeddings model backed by a LocalFileStore and using a cache (CacheBackedEmbeddings)19* It is then vectorized using the Facebook AI Similarity Search (FAISS)20 21We use LangChain to orchestrate the calls and chainlit to create a nice chat like wrapper.