Example Projects

This section contains detailed examples of using Atomic Agents in various scenarios.

Note

All examples are available in optimized formats for AI assistants:

Quickstart Examples

Simple examples to get started with the framework:

  • Basic chatbot with history

  • Custom chatbot with personality

  • Streaming responses

  • Custom input/output schemas

  • Multiple provider support

📂 View on GitHub - Browse the complete source code and run the examples

Hooks System

Comprehensive monitoring and error handling with the AtomicAgent hook system:

  • Parse error handling and validation

  • API call monitoring and metrics

  • Response time tracking and performance analysis

  • Intelligent retry mechanisms

  • Production-ready error isolation

  • Real-time performance dashboards

📂 View on GitHub - Browse the complete source code and run the examples

Basic Multimodal

Examples of working with images and text:

  • Image analysis with text descriptions

  • Image-based question answering

  • Visual content generation

  • Multi-image comparisons

📂 View on GitHub - Browse the complete source code and run the examples

RAG Chatbot

Build context-aware chatbots with retrieval-augmented generation:

  • Document indexing and embedding

  • Semantic search integration

  • Context-aware responses

  • Source attribution

  • Follow-up suggestions

📂 View on GitHub - Browse the complete source code and run the examples

Web Search Agent

Create agents that can search and analyze web content:

  • Web search integration

  • Content extraction

  • Result synthesis

  • Multi-source research

  • Citation tracking

📂 View on GitHub - Browse the complete source code and run the examples

Deep Research

Perform comprehensive research tasks:

  • Multi-step research workflows

  • Information synthesis

  • Source validation

  • Structured output generation

  • Citation management

📂 View on GitHub - Browse the complete source code and run the examples

YouTube Summarizer

Extract and analyze information from videos:

  • Transcript extraction

  • Content summarization

  • Key point identification

  • Timestamp linking

  • Chapter generation

📂 View on GitHub - Browse the complete source code and run the examples

YouTube to Recipe

Convert cooking videos into structured recipes:

  • Video analysis

  • Recipe extraction

  • Ingredient parsing

  • Step-by-step instructions

  • Time and temperature conversion

📂 View on GitHub - Browse the complete source code and run the examples

Orchestration Agent

Coordinate multiple agents for complex tasks:

  • Agent coordination

  • Task decomposition

  • Progress tracking

  • Error handling

  • Result aggregation

📂 View on GitHub - Browse the complete source code and run the examples

MCP Agent

Build intelligent agents using the Model Context Protocol:

  • Server implementation with multiple transport methods

  • Dynamic tool discovery and registration

  • Natural language query processing

  • Stateful conversation handling

  • Extensible tool architecture

View MCP Agent Documentation 📂 View on GitHub - Browse the complete source code and run the examples