Index

A

Activeloop

URL 40

Activeloop Deep Lake 32, 33

adaptive RAG 116-118

selection system 123

advanced RAG 4, 20

index-based search 23

vector search 21

Agricultural Marketing Service (AMS) 201

AI-generated video dataset 261

diffusion transformer model video dataset, analyzing 264

diffusion transformer, working 262, 263

Amazon Web Services (AWS) 144

Apollo program

reference link 41

augmented generation, RAG pipeline 50, 51

augmented input 53, 54

input and query retrieval 51-53

B

bag-of-words (BoW) model 219

Bank Customer Churn dataset

collecting 144-149

environment, installing for Kaggle 146, 147

exploratory data analysis 149-151

ML model, training 152

preparing 144-146

C

Chroma 212, 213

Chroma collection

completions, embedding 218, 219

completions, storing 218, 219

data, embedding 216, 217

data, upserting 216, 217

embeddings, displaying 219

...