Index

Symbols

.env file

secrets, storing 114, 115

A

agent 109, 110

initializing 245

agentic approach 154

versus hard-coded approach 256

versus out-of-the-box approach 256

agent types

conversational 111

OpenAI Functions 111

plan-and-execute agents 111

ReAct document store 111

self ask with search 111

structured input ReAct 111

AI2 Reasoning Challenge (ARC) 19, 51

AI orchestrators

components 31-34

framework, selecting 38, 39

Haystack 35, 36

LangChain 34, 35

Semantic Kernel 36-38

Amazon Web Services (AWS) RDS 173

area under the ROC curve (AUC) 273

artificial general intelligence (AGI) 226

artificial intelligence (AI) 226

artificial neural networks (ANNs) 4

artificial neuron 4

ASCII characters 203

assistant models 52

versus base models 52

attention mechanisms 11

autoencoders 145

AutoGen 296, 297

Automated Multi Agent Chat

reference link 297

...