This repository provides a basic setup for working with vector databases such as Chroma, Faiss, Weaviate, and Pinecone. It also covers OpenAI embeddings, Cohere reranking methods, and fine-tuning for semantic similarity tasks.
First, clone the repository and install the required packages: Each file here is used to create related vector databases.