Minimal stand-in for a smolagents agent.

Advanced internet agent capable of web search, scraping, and intelligent reasoning.

Main settings for the application.

Worker role definition inside a use-case recipe.

Wraps a flat list of smolagents Tools behind a single ``api`` object. The agent can: * Discover tools with ``api.search("keyword")`` — retur

Tool for scraping content from web pages.

Manages context window size and content prioritization

Wrapper for individual search agents.

A simple agent that directly queries the model without tools or code execution. Used as a fallback for models that don't support advanced fea

Typed view of a single Exa search result.

Raised when a model fails to initialize.

Tool for searching recent news articles using SerpAPI (preferred) or DuckDuckGo (fallback).

Represents a search task to be executed by an agent.

Tool for searching the web using SerpAPI (preferred) or DuckDuckGo (fallback). Can use orchestrated search with multiple agents if enabled.

Enhanced memory system with search pattern learning

Tool for web automation using Browser Use Cloud API. Enables agents to interact with websites, fill forms, and extract structured data.

Configuration for an MCP server.

Manages multiple MCP server configurations. Note: Due to the context manager pattern required by smolagents, this class stores configura

Integration layer for MCP (Model Context Protocol) servers using smolagents. Supports both stdio and streamable-http transports for connecti

Enhanced orchestrator with strategic multi-model assignment and SerpAPI integration

Orchestrates multiple search agents to perform comprehensive searches.

Declarative recipe for coordinating K model workers plus tool bundles.

Tool for performing data analysis operations on CSV or JSON data.

Execute Python code with the full tool API available as ``api``. Write loops, conditionals, data processing, and multiple tool calls in **one

Raised when MCP packages are not installed.

Tool for executing Python code with AST-level safety validation. WARNING: This is NOT a full sandbox. It provides defense-in-depth via A

Represents the result from a search agent.

Enhanced task context with search-specific tracking

Raised when submitted code contains unsafe operations.

Async version of Browser Use tool for web automation.

Raised when code execution is blocked or fails.

Configuration for LLM models.

Specialized agent for conducting research tasks.

Raised when a search operation fails.

Discover tools by keyword. Always call this first when you don't know the exact tool name or its argument signature. Pass a keyword related

Browser Use tool with structured output support using Pydantic models.

AST-based validator that walks the tree to detect unsafe operations.

Raised when a required API key is not configured.

Configuration for agent behavior.

Wrapper to use agents as tools for orchestration

Specialized agent for browser automation tasks. Uses Browser Use tools for complex web interactions.

Raised when browser automation fails.

Raised for configuration-related issues.

Specialized agent for content creation and writing tasks. Optimized for generating high-quality written content.

Specialized agent for data analysis and visualization tasks. Optimized for working with structured data and generating insights.

Tool for finding pages semantically similar to a given URL using Exa.

Tool for searching the web using Exa's AI-powered neural search. Exa provides embeddings-based semantic search with optional summaries,

Minimal agent stub used to avoid live model calls in CLI smoke tests.

Raised for MCP integration errors.

Specialized agent for market research and competitive analysis.

Manages multiple LiteLLM models with strategic assignment

Raised when no provider can be determined for a model.

Resolved tool assignments for a use-case recipe.

Specialized agent for technical support and troubleshooting.

Configuration for tools.

Raised when a tool fails to execute.

Base exception for all agentic-internet errors.

Model for contact information extraction.

Enhanced mixin with SerpAPI context awareness

Advanced workflow templates optimized for multi-model coordination

Model for e-commerce product extraction.

Model for search results extraction.

Verify Exa tools are only registered when EXA_API_KEY is set.

Test environment-based configuration loading.