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Documentation Index

Fetch the complete documentation index at: https://docs.praison.ai/llms.txt

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embedding_agent

AI Agent EmbeddingAgent - A specialized agent for generating text embeddings. This agent provides embedding capabilities for text using AI embedding models, with support for batch processing and similarity calculations. Follows the Agent() class patterns with:
  • Lazy loading for heavy dependencies (litellm, rich)
  • Precedence Ladder for configuration resolution
  • Both sync and async methods

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Import

from praisonaiagents.agent import embedding_agent

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Classes

EmbeddingConfig

Configuration for embedding settings.

EmbeddingAgent

A specialized agent for generating text embeddings.

Agents Concept

Single Agent Guide

Multi-Agent Guide

Agent Configuration

Auto Agents