Knowledge
Agents

Overview

AI agents are autonomous systems that can perceive their environment, make decisions, and take actions to achieve specific goals. This section covers various agent architectures and patterns.

AI Agents

AI agents are autonomous systems that can perceive their environment, make decisions, and take actions to achieve specific goals. This section covers various agent architectures and patterns.

Agent Types

  • ReAct Agents - Reasoning and Acting agents that combine thinking with tool usage
  • Planning Agents - Agents that break down complex tasks into steps
  • Multi-Agent Systems - Multiple agents working together
  • Autonomous Agents - Self-directed agents with minimal human intervention

Speech Services

Speech-to-Text and Text-to-Speech with Deepgram and ElevenLabs

RAG

comprehensive guide to Retrieval-Augmented Generation (RAG), covering Vector Databases, Semantic Search, Embeddings, Chunking strategies, and the RAG workflow.