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Railtracks Docs

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Agent Development
Agent Development
- Getting Started
  Getting Started
- Agent Design
  Agent Design
  - Overview
  - Tools
    Tools
    
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    Prebuilt Tools
    
    Overview
    
    To Do Tool
    
    Key-Value Memory Tool
    
    Web Search Tool
    
    Function Tools
    
    Agents as Tools
    
    MCP
  - LLMs
    LLMs
    
    Modalities
    
    Failures
    
    Common Hyperparameters
    
    Structured Output
  - Middleware
    Middleware
    
    Overview
    
    Custom
    
    Guardrails
    Guardrails
    
    Overview
    
    Quickstart
    
    Contributing
    
    Verifiers
    
    Prebuilt
    Prebuilt
    
    Overview
    
    Contributing
- Agent Invocation
  Agent Invocation
  - Direct Invocation
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- Advanced
  Advanced
  - Context
Retrieval
Retrieval
- Retrieval Runtime
  Retrieval Runtime
- Components
  Components
  - Design
  - Loading
    Loading
    
    Base Class
    
    Built-in Loaders
  - Chunking
    Chunking
    
    Base Class
    
    Built-in Methods
  - Embeddings
    Embeddings
    
    Overview
    
    Built-in Methods
  - Stores
    Stores
    
    Base Class
    
    Backends
Evaluations
Evaluations
- Preface
- Quickstart
- Visualization
- Conductr Agent Observability
- Metrics
  Metrics
- Evaluators
  Evaluators
Observability
Observability
- AgentHub
  AgentHub
  - Local
    Local
    
    V1 (Stable)
    
    V2 (Beta)
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- Tracking
  Tracking
Integrations
Integrations
- Overview
- Language Models
  Language Models
- MCP
  MCP
  - Github
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- Storage & Databases
  Storage & Databases
- Other
  Other
Tutorials
Tutorials
- Walkthroughs
  Walkthroughs
  - Guides
    Guides
    
    Building your first agent
    
    Running your first agent
    
    Agents as Tools
    
    Prompts and Context
    
    Flows
    
    FastAPI Integration
    
    Human-in-the-Loop: LLM Reviewers
    
    Human-in-the-Loop: Webhook Approvals
  - Videos
    Videos
    
    Multiagent Systems
    
    Multimodal Agent
    
    AgentHub
    
    Evaluation
- Notebooks
  Notebooks
- Concepts
  Concepts
  - Core
    Core
    
    Agents
    
    Tools
    
    MCP
    
    Prompts and Context
    
    RAG
    
    Async/Await
    
    Vector Stores
  - Architectures
    Architectures
    
    Overview
    
    Validation Loops
    
    Sequential Flows
API Reference