StepkurniawanComparing RAG Part 3: Distance Metrics; (Similarity Index) in Vector StoresTL/DR; Use Euclidean Distance / Maximum Inner Product if you’re using Chroma Vector Store. Use whatever if you’re using FAISS.Jan 261Jan 261
StepkurniawanComparing RAG Part 2: Vector Stores; FAISS vs ChromaIn this study, we examine the impact of two vector stores, FAISS (https://faiss.ai) and Chroma, on the retrieved context to assess their…Jan 1Jan 1
StepkurniawanComparing RAG Part 1: Chunk Size Splitting ExperimentI explored various chunk sizes in RAG models and assessed them using the RAGAS evaluator specifically designed for evaluating the Retriever…Dec 11, 2023Dec 11, 2023