Building LLM Powered Applications

Index

Symbols

.env file

secrets, storing 117, 118

A

agent 111-113

initializing 247

agentic approach 156

versus hard-coded approach 258

versus out-of-the-box approach 258

agent types

conversational 114

OpenAI Functions 114

plan-and-execute agents 114

ReAct document store 114

self ask with search 114

structured input ReAct 114

AI2 Reasoning Challenge (ARC) 19, 54

AI orchestrators

components 31-34

framework, selecting 39, 40

Haystack 36, 37

LangChain 34-35

Semantic Kernel 37-39

Amazon Web Services (AWS) RDS 175

area under the ROC curve (AUC) 275

artificial general intelligence (AGI) 228

artificial intelligence (AI) 228

artificial neural networks (ANNs) 4

artificial neuron 4

ASCII characters 205

assistant models

versus base models 55

attention mechanisms ...