models • AI Agent SDK

RAG Data Models for PraisonAI Agents.

models

AI Agent

RAG Data Models for PraisonAI Agents.

Lightweight dataclasses for RAG results and configuration. No heavy imports - only stdlib and typing.

Import

from praisonaiagents.rag import models

Classes

RetrievalStrategy

Available retrieval strategies for RAG.

Citation

Source citation for RAG answers.

ContextPack

Context pack for orchestrator pattern - retrieval without generation.

RAGResult

Result from a RAG query.

RAGConfig

Configuration for RAG pipeline.