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crewAI/tool.specs.json
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{
"tools": [
{
"description": "A wrapper around [AI-Minds](https://mindsdb.com/minds). Useful for when you need answers to questions from your data, stored in data sources including PostgreSQL, MySQL, MariaDB, ClickHouse, Snowflake and Google BigQuery. Input should be a question in natural language.",
"env_vars": [
{
"default": null,
"description": "API key for AI-Minds",
"name": "MINDS_API_KEY",
"required": true
}
],
"humanized_name": "AIMind Tool",
"init_params_schema": {
"$defs": {
"EnvVar": {
"properties": {
"default": {
"anyOf": [
{
"type": "string"
},
{
"type": "null"
}
],
"default": null,
"title": "Default"
},
"description": {
"title": "Description",
"type": "string"
},
"name": {
"title": "Name",
"type": "string"
},
"required": {
"default": true,
"title": "Required",
"type": "boolean"
}
},
"required": [
"name",
"description"
],
"title": "EnvVar",
"type": "object"
}
},
"properties": {
"api_key": {
"anyOf": [
{
"type": "string"
},
{
"type": "null"
}
],
"default": null,
"title": "Api Key"
},
"datasources": {
"anyOf": [
{
"items": {
"additionalProperties": true,
"type": "object"
},
"type": "array"
},
{
"type": "null"
}
],
"default": null,
"title": "Datasources"
},
"mind_name": {
"anyOf": [
{
"type": "string"
},
{
"type": "null"
}
],
"default": null,
"title": "Mind Name"
}
},
"title": "AIMindTool",
"type": "object"
},
"name": "AIMindTool",
"package_dependencies": [
"minds-sdk"
],
"run_params_schema": {
"description": "Input for AIMind Tool.",
"properties": {
"query": {
"description": "Question in natural language to ask the AI-Mind",
"title": "Query",
"type": "string"
}
},
"required": [
"query"
],
"title": "AIMindToolInputSchema",
"type": "object"
}
},
{
"description": "Fetches metadata from Arxiv based on a search query and optionally downloads PDFs.",
"env_vars": [],
"humanized_name": "Arxiv Paper Fetcher and Downloader",
"init_params_schema": {
"$defs": {
"EnvVar": {
"properties": {
"default": {
"anyOf": [
{
"type": "string"
},
{
"type": "null"
}
],
"default": null,
"title": "Default"
},
"description": {
"title": "Description",
"type": "string"
},
"name": {
"title": "Name",
"type": "string"
},
"required": {
"default": true,
"title": "Required",
"type": "boolean"
}
},
"required": [
"name",
"description"
],
"title": "EnvVar",
"type": "object"
}
},
"additionalProperties": true,
"properties": {},
"title": "ArxivPaperTool",
"type": "object"
},
"name": "ArxivPaperTool",
"package_dependencies": [
"pydantic"
],
"run_params_schema": {
"properties": {
"max_results": {
"default": 5,
"description": "Max results to fetch; must be between 1 and 100",
"maximum": 100,
"minimum": 1,
"title": "Max Results",
"type": "integer"
},
"search_query": {
"description": "Search query for Arxiv, e.g., 'transformer neural network'",
"title": "Search Query",
"type": "string"
}
},
"required": [
"search_query"
],
"title": "ArxivToolInput",
"type": "object"
}
},
{
"description": "A tool that can be used to search the internet with a search_query.",
"env_vars": [
{
"default": null,
"description": "API key for Brave Search",
"name": "BRAVE_API_KEY",
"required": true
}
],
"humanized_name": "Brave Web Search the internet",
"init_params_schema": {
"$defs": {
"EnvVar": {
"properties": {
"default": {
"anyOf": [
{
"type": "string"
},
{
"type": "null"
}
],
"default": null,
"title": "Default"
},
"description": {
"title": "Description",
"type": "string"
},
"name": {
"title": "Name",
"type": "string"
},
"required": {
"default": true,
"title": "Required",
"type": "boolean"
}
},
"required": [
"name",
"description"
],
"title": "EnvVar",
"type": "object"
}
},
"description": "BraveSearchTool - A tool for performing web searches using the Brave Search API.\n\nThis module provides functionality to search the internet using Brave's Search API,\nsupporting customizable result counts and country-specific searches.\n\nDependencies:\n - requests\n - pydantic\n - python-dotenv (for API key management)",
"properties": {
"country": {
"anyOf": [
{
"type": "string"
},
{
"type": "null"
}
],
"default": "",
"title": "Country"
},
"n_results": {
"default": 10,
"title": "N Results",
"type": "integer"
},
"save_file": {
"default": false,
"title": "Save File",
"type": "boolean"
},
"search_url": {
"default": "https://api.search.brave.com/res/v1/web/search",
"title": "Search Url",
"type": "string"
}
},
"title": "BraveSearchTool",
"type": "object"
},
"name": "BraveSearchTool",
"package_dependencies": [],
"run_params_schema": {
"description": "Input for BraveSearchTool.",
"properties": {
"search_query": {
"description": "Mandatory search query you want to use to search the internet",
"title": "Search Query",
"type": "string"
}
},
"required": [
"search_query"
],
"title": "BraveSearchToolSchema",
"type": "object"
}
},
{
"description": "Scrapes structured data using Bright Data Dataset API from a URL and optional input parameters",
"env_vars": [],
"humanized_name": "Bright Data Dataset Tool",
"init_params_schema": {
"$defs": {
"EnvVar": {
"properties": {
"default": {
"anyOf": [
{
"type": "string"
},
{
"type": "null"
}
],
"default": null,
"title": "Default"
},
"description": {
"title": "Description",
"type": "string"
},
"name": {
"title": "Name",
"type": "string"
},
"required": {
"default": true,
"title": "Required",
"type": "boolean"
}
},
"required": [
"name",
"description"
],
"title": "EnvVar",
"type": "object"
}
},
"description": "CrewAI-compatible tool for scraping structured data using Bright Data Datasets.\n\nAttributes:\n name (str): Tool name displayed in the CrewAI environment.\n description (str): Tool description shown to agents or users.\n args_schema (Type[BaseModel]): Pydantic schema for validating input arguments.",
"properties": {
"additional_params": {
"anyOf": [
{
"additionalProperties": true,
"type": "object"
},
{
"type": "null"
}
],
"default": null,
"title": "Additional Params"
},
"dataset_type": {
"anyOf": [
{
"type": "string"
},
{
"type": "null"
}
],
"default": null,
"title": "Dataset Type"
},
"format": {
"default": "json",
"title": "Format",
"type": "string"
},
"url": {
"anyOf": [
{
"type": "string"
},
{
"type": "null"
}
],
"default": null,
"title": "Url"
},
"zipcode": {
"anyOf": [
{
"type": "string"
},
{
"type": "null"
}
],
"default": null,
"title": "Zipcode"
}
},
"title": "BrightDataDatasetTool",
"type": "object"
},
"name": "BrightDataDatasetTool",
"package_dependencies": [],
"run_params_schema": {
"description": "Schema for validating input parameters for the BrightDataDatasetTool.\n\nAttributes:\n dataset_type (str): Required Bright Data Dataset Type used to specify which dataset to access.\n format (str): Response format (json by default). Multiple formats exist - json, ndjson, jsonl, csv\n url (str): The URL from which structured data needs to be extracted.\n zipcode (Optional[str]): An optional ZIP code to narrow down the data geographically.\n additional_params (Optional[Dict]): Extra parameters for the Bright Data API call.",
"properties": {
"additional_params": {
"anyOf": [
{
"additionalProperties": true,
"type": "object"
},
{
"type": "null"
}
],
"default": null,
"description": "Additional params if any",
"title": "Additional Params"
},
"dataset_type": {
"description": "The Bright Data Dataset Type",
"title": "Dataset Type",
"type": "string"
},
"format": {
"anyOf": [
{
"type": "string"
},
{
"type": "null"
}
],
"default": "json",
"description": "Response format (json by default)",
"title": "Format"
},
"url": {
"description": "The URL to extract data from",
"title": "Url",
"type": "string"
},
"zipcode": {
"anyOf": [
{
"type": "string"
},
{
"type": "null"
}
],
"default": null,
"description": "Optional zipcode",
"title": "Zipcode"
}
},
"required": [
"dataset_type",
"url"
],
"title": "BrightDataDatasetToolSchema",
"type": "object"
}
},
{
"description": "Tool to perform web search using Bright Data SERP API.",
"env_vars": [],
"humanized_name": "Bright Data SERP Search",
"init_params_schema": {
"$defs": {
"EnvVar": {
"properties": {
"default": {
"anyOf": [
{
"type": "string"
},
{
"type": "null"
}
],
"default": null,
"title": "Default"
},
"description": {
"title": "Description",
"type": "string"
},
"name": {
"title": "Name",
"type": "string"
},
"required": {
"default": true,
"title": "Required",
"type": "boolean"
}
},
"required": [
"name",
"description"
],
"title": "EnvVar",
"type": "object"
}
},
"description": "A web search tool that utilizes Bright Data's SERP API to perform queries and return either structured results\nor raw page content from search engines like Google or Bing.\n\nAttributes:\n name (str): Tool name used by the agent.\n description (str): A brief explanation of what the tool does.\n args_schema (Type[BaseModel]): Schema class for validating tool arguments.\n base_url (str): The Bright Data API endpoint used for making the POST request.\n api_key (str): Bright Data API key loaded from the environment variable 'BRIGHT_DATA_API_KEY'.\n zone (str): Zone identifier from Bright Data, loaded from the environment variable 'BRIGHT_DATA_ZONE'.\n\nRaises:\n ValueError: If API key or zone environment variables are not set.",
"properties": {
"api_key": {
"default": "",
"title": "Api Key",
"type": "string"
},
"base_url": {
"default": "",
"title": "Base Url",
"type": "string"
},
"country": {
"default": "us",
"title": "Country",
"type": "string"
},
"device_type": {
"default": "desktop",
"title": "Device Type",
"type": "string"
},
"language": {
"default": "en",
"title": "Language",
"type": "string"
},
"parse_results": {
"default": true,
"title": "Parse Results",
"type": "boolean"
},
"query": {
"anyOf": [
{
"type": "string"
},
{
"type": "null"
}
],
"default": null,
"title": "Query"
},
"search_engine": {
"default": "google",
"title": "Search Engine",
"type": "string"
},
"search_type": {
"anyOf": [
{
"type": "string"
},
{
"type": "null"
}
],
"default": null,
"title": "Search Type"
},
"zone": {
"default": "",
"title": "Zone",
"type": "string"
}
},
"title": "BrightDataSearchTool",
"type": "object"
},
"name": "BrightDataSearchTool",
"package_dependencies": [],
"run_params_schema": {
"description": "Schema that defines the input arguments for the BrightDataSearchToolSchema.\n\nAttributes:\n query (str): The search query to be executed (e.g., \"latest AI news\").\n search_engine (Optional[str]): The search engine to use (\"google\", \"bing\", \"yandex\"). Default is \"google\".\n country (Optional[str]): Two-letter country code for geo-targeting (e.g., \"us\", \"in\"). Default is \"us\".\n language (Optional[str]): Language code for search results (e.g., \"en\", \"es\"). Default is \"en\".\n search_type (Optional[str]): Type of search, such as \"isch\" (images), \"nws\" (news), \"jobs\", etc.\n device_type (Optional[str]): Device type to simulate (\"desktop\", \"mobile\", \"ios\", \"android\"). Default is \"desktop\".\n parse_results (Optional[bool]): If True, results will be returned in structured JSON. If False, raw HTML. Default is True.",
"properties": {
"country": {
"anyOf": [
{
"type": "string"
},
{
"type": "null"
}
],
"default": "us",
"description": "Two-letter country code for geo-targeting (e.g., 'us', 'gb')",
"title": "Country"
},
"device_type": {
"anyOf": [
{
"type": "string"
},
{
"type": "null"
}
],
"default": "desktop",
"description": "Device type to simulate (e.g., 'mobile', 'desktop', 'ios')",
"title": "Device Type"
},
"language": {
"anyOf": [
{
"type": "string"
},
{
"type": "null"
}
],
"default": "en",
"description": "Language code (e.g., 'en', 'es') used in the query URL",
"title": "Language"
},
"parse_results": {
"anyOf": [
{
"type": "boolean"
},
{
"type": "null"
}
],
"default": true,
"description": "Whether to parse and return JSON (True) or raw HTML/text (False)",
"title": "Parse Results"
},
"query": {
"description": "Search query to perform",
"title": "Query",
"type": "string"
},
"search_engine": {
"anyOf": [
{
"type": "string"
},
{
"type": "null"
}
],
"default": "google",
"description": "Search engine domain (e.g., 'google', 'bing', 'yandex')",
"title": "Search Engine"
},
"search_type": {
"anyOf": [
{
"type": "string"
},
{
"type": "null"
}
],
"default": null,
"description": "Type of search (e.g., 'isch' for images, 'nws' for news)",
"title": "Search Type"
}
},
"required": [
"query"
],
"title": "BrightDataSearchToolSchema",
"type": "object"
}
},
{
"description": "Tool to perform web scraping using Bright Data Web Unlocker",
"env_vars": [],
"humanized_name": "Bright Data Web Unlocker Scraping",
"init_params_schema": {
"$defs": {
"EnvVar": {
"properties": {
"default": {
"anyOf": [
{
"type": "string"
},
{
"type": "null"
}
],
"default": null,
"title": "Default"
},
"description": {
"title": "Description",
"type": "string"
},
"name": {
"title": "Name",
"type": "string"
},
"required": {
"default": true,
"title": "Required",
"type": "boolean"
}
},
"required": [
"name",
"description"
],
"title": "EnvVar",
"type": "object"
}
},
"description": "A tool for performing web scraping using the Bright Data Web Unlocker API.\n\nThis tool allows automated and programmatic access to web pages by routing requests\nthrough Bright Data's unlocking and proxy infrastructure, which can bypass bot\nprotection mechanisms like CAPTCHA, geo-restrictions, and anti-bot detection.\n\nAttributes:\n name (str): Name of the tool.\n description (str): Description of what the tool does.\n args_schema (Type[BaseModel]): Pydantic model schema for expected input arguments.\n base_url (str): Base URL of the Bright Data Web Unlocker API.\n api_key (str): Bright Data API key (must be set in the BRIGHT_DATA_API_KEY environment variable).\n zone (str): Bright Data zone identifier (must be set in the BRIGHT_DATA_ZONE environment variable).\n\nMethods:\n _run(**kwargs: Any) -> Any:\n Sends a scraping request to Bright Data's Web Unlocker API and returns the result.",
"properties": {
"api_key": {
"default": "",
"title": "Api Key",
"type": "string"
},
"base_url": {
"default": "",
"title": "Base Url",
"type": "string"
},
"data_format": {
"default": "markdown",
"title": "Data Format",
"type": "string"
},
"format": {
"default": "raw",
"title": "Format",
"type": "string"
},
"url": {
"anyOf": [
{
"type": "string"
},
{
"type": "null"
}
],
"default": null,
"title": "Url"
},
"zone": {
"default": "",
"title": "Zone",
"type": "string"
}
},
"title": "BrightDataWebUnlockerTool",
"type": "object"
},
"name": "BrightDataWebUnlockerTool",
"package_dependencies": [],
"run_params_schema": {
"description": "Pydantic schema for input parameters used by the BrightDataWebUnlockerTool.\n\nThis schema defines the structure and validation for parameters passed when performing\na web scraping request using Bright Data's Web Unlocker.\n\nAttributes:\n url (str): The target URL to scrape.\n format (Optional[str]): Format of the response returned by Bright Data. Default 'raw' format.\n data_format (Optional[str]): Response data format (html by default). markdown is one more option.",
"properties": {
"data_format": {
"anyOf": [
{
"type": "string"
},
{
"type": "null"
}
],
"default": "markdown",
"description": "Response data format (html by default)",
"title": "Data Format"
},
"format": {
"anyOf": [
{
"type": "string"
},
{
"type": "null"
}
],
"default": "raw",
"description": "Response format (raw is standard)",
"title": "Format"
},
"url": {
"description": "URL to perform the web scraping",
"title": "Url",
"type": "string"
}
},
"required": [
"url"
],
"title": "BrightDataUnlockerToolSchema",
"type": "object"
}
},
{
"description": "Load webpages url in a headless browser using Browserbase and return the contents",
"env_vars": [
{
"default": null,
"description": "API key for Browserbase services",
"name": "BROWSERBASE_API_KEY",
"required": false
},
{
"default": null,
"description": "Project ID for Browserbase services",
"name": "BROWSERBASE_PROJECT_ID",
"required": false
}
],
"humanized_name": "Browserbase web load tool",
"init_params_schema": {
"$defs": {
"EnvVar": {
"properties": {
"default": {
"anyOf": [
{
"type": "string"
},
{
"type": "null"
}
],
"default": null,
"title": "Default"
},
"description": {
"title": "Description",
"type": "string"
},
"name": {
"title": "Name",
"type": "string"
},
"required": {
"default": true,
"title": "Required",
"type": "boolean"
}
},
"required": [
"name",
"description"
],
"title": "EnvVar",
"type": "object"
}
},
"properties": {
"api_key": {
"anyOf": [
{
"type": "string"
},
{
"type": "null"
}
],
"default": null,
"title": "Api Key"
},
"browserbase": {
"anyOf": [
{},
{
"type": "null"
}
],
"default": null,
"title": "Browserbase"
},
"project_id": {
"anyOf": [
{
"type": "string"
},
{
"type": "null"
}
],
"default": null,
"title": "Project Id"
},
"proxy": {
"anyOf": [
{
"type": "boolean"
},
{
"type": "null"
}
],
"default": null,
"title": "Proxy"
},
"session_id": {
"anyOf": [
{
"type": "string"
},
{
"type": "null"
}
],
"default": null,
"title": "Session Id"
},
"text_content": {
"anyOf": [
{
"type": "boolean"
},
{
"type": "null"
}
],
"default": false,
"title": "Text Content"
}
},
"title": "BrowserbaseLoadTool",
"type": "object"
},
"name": "BrowserbaseLoadTool",
"package_dependencies": [
"browserbase"
],
"run_params_schema": {
"properties": {
"url": {
"description": "Website URL",
"title": "Url",
"type": "string"
}
},
"required": [
"url"
],
"title": "BrowserbaseLoadToolSchema",
"type": "object"
}
},
{
"description": "A tool that can be used to semantic search a query from a CSV's content.",
"env_vars": [],
"humanized_name": "Search a CSV's content",
"init_params_schema": {
"$defs": {
"Adapter": {
"properties": {},
"title": "Adapter",
"type": "object"
},
"EnvVar": {
"properties": {
"default": {
"anyOf": [
{
"type": "string"
},
{
"type": "null"
}
],
"default": null,
"title": "Default"
},
"description": {
"title": "Description",
"type": "string"
},
"name": {
"title": "Name",
"type": "string"
},
"required": {
"default": true,
"title": "Required",
"type": "boolean"
}
},
"required": [
"name",
"description"
],
"title": "EnvVar",
"type": "object"
}
},
"properties": {
"adapter": {
"$ref": "#/$defs/Adapter"
},
"config": {
"anyOf": [
{
"additionalProperties": true,
"type": "object"
},
{
"type": "null"
}
],
"default": null,
"title": "Config"
},
"summarize": {
"default": false,
"title": "Summarize",
"type": "boolean"
}
},
"title": "CSVSearchTool",
"type": "object"
},
"name": "CSVSearchTool",
"package_dependencies": [],
"run_params_schema": {
"description": "Input for CSVSearchTool.",
"properties": {
"csv": {
"description": "Mandatory csv path you want to search",
"title": "Csv",
"type": "string"
},
"search_query": {
"description": "Mandatory search query you want to use to search the CSV's content",
"title": "Search Query",
"type": "string"
}
},
"required": [
"search_query",
"csv"
],
"title": "CSVSearchToolSchema",
"type": "object"
}
},
{
"description": "A tool that can be used to semantic search a query from a Code Docs content.",
"env_vars": [],
"humanized_name": "Search a Code Docs content",
"init_params_schema": {
"$defs": {
"Adapter": {
"properties": {},
"title": "Adapter",
"type": "object"
},
"EnvVar": {
"properties": {
"default": {
"anyOf": [
{
"type": "string"
},
{
"type": "null"
}
],
"default": null,
"title": "Default"
},
"description": {
"title": "Description",
"type": "string"
},
"name": {
"title": "Name",
"type": "string"
},
"required": {
"default": true,
"title": "Required",
"type": "boolean"
}
},
"required": [
"name",
"description"
],
"title": "EnvVar",
"type": "object"
}
},
"properties": {
"adapter": {
"$ref": "#/$defs/Adapter"
},
"config": {
"anyOf": [
{
"additionalProperties": true,
"type": "object"
},
{
"type": "null"
}
],
"default": null,
"title": "Config"
},
"summarize": {
"default": false,
"title": "Summarize",
"type": "boolean"
}
},
"title": "CodeDocsSearchTool",
"type": "object"
},
"name": "CodeDocsSearchTool",
"package_dependencies": [],
"run_params_schema": {
"description": "Input for CodeDocsSearchTool.",
"properties": {
"docs_url": {
"description": "Mandatory docs_url path you want to search",
"title": "Docs Url",
"type": "string"
},
"search_query": {
"description": "Mandatory search query you want to use to search the Code Docs content",
"title": "Search Query",
"type": "string"
}
},
"required": [
"search_query",
"docs_url"
],
"title": "CodeDocsSearchToolSchema",
"type": "object"
}
},
{
"description": "Interprets Python3 code strings with a final print statement.",
"env_vars": [],
"humanized_name": "Code Interpreter",
"init_params_schema": {
"$defs": {
"EnvVar": {
"properties": {
"default": {
"anyOf": [
{
"type": "string"
},
{
"type": "null"
}
],
"default": null,
"title": "Default"
},
"description": {
"title": "Description",
"type": "string"
},
"name": {
"title": "Name",
"type": "string"
},
"required": {
"default": true,
"title": "Required",
"type": "boolean"
}
},
"required": [
"name",
"description"
],
"title": "EnvVar",
"type": "object"
}
},
"description": "A tool for executing Python code in isolated environments.\n\nThis tool provides functionality to run Python code either in a Docker container\nfor safe isolation or directly in a restricted sandbox. It can handle installing\nPython packages and executing arbitrary Python code.",
"properties": {
"code": {
"anyOf": [
{
"type": "string"
},
{
"type": "null"
}
],
"default": null,
"title": "Code"
},
"default_image_tag": {
"default": "code-interpreter:latest",
"title": "Default Image Tag",
"type": "string"
},
"unsafe_mode": {
"default": false,
"title": "Unsafe Mode",
"type": "boolean"
},
"user_docker_base_url": {
"anyOf": [
{
"type": "string"
},
{
"type": "null"
}
],
"default": null,
"title": "User Docker Base Url"
},
"user_dockerfile_path": {
"anyOf": [
{
"type": "string"
},
{
"type": "null"
}
],
"default": null,
"title": "User Dockerfile Path"
}
},
"title": "CodeInterpreterTool",
"type": "object"
},
"name": "CodeInterpreterTool",
"package_dependencies": [],
"run_params_schema": {
"description": "Schema for defining inputs to the CodeInterpreterTool.\n\nThis schema defines the required parameters for code execution,\nincluding the code to run and any libraries that need to be installed.",
"properties": {
"code": {
"description": "Python3 code used to be interpreted in the Docker container. ALWAYS PRINT the final result and the output of the code",
"title": "Code",
"type": "string"
},
"libraries_used": {
"description": "List of libraries used in the code with proper installing names separated by commas. Example: numpy,pandas,beautifulsoup4",
"items": {
"type": "string"
},
"title": "Libraries Used",
"type": "array"
}
},
"required": [
"code",
"libraries_used"
],
"title": "CodeInterpreterSchema",
"type": "object"
}
},
{
"description": "",
"env_vars": [
{
"default": null,
"description": "API key for Composio services",
"name": "COMPOSIO_API_KEY",
"required": true
}
],
"humanized_name": "ComposioTool",
"init_params_schema": {
"$defs": {
"EnvVar": {
"properties": {
"default": {
"anyOf": [
{
"type": "string"
},
{
"type": "null"
}
],
"default": null,
"title": "Default"
},
"description": {
"title": "Description",
"type": "string"
},
"name": {
"title": "Name",
"type": "string"
},
"required": {
"default": true,
"title": "Required",
"type": "boolean"
}
},
"required": [
"name",
"description"
],
"title": "EnvVar",
"type": "object"
}
},
"description": "Wrapper for composio tools.",
"properties": {},
"required": [
"name",
"description"
],
"title": "ComposioTool",
"type": "object"
},
"name": "ComposioTool",
"package_dependencies": [],
"run_params_schema": {}
},
{
"description": "Create a new Contextual AI RAG agent with documents and datastore",
"env_vars": [],
"humanized_name": "Contextual AI Create Agent Tool",
"init_params_schema": {
"$defs": {
"EnvVar": {
"properties": {
"default": {
"anyOf": [
{
"type": "string"
},
{
"type": "null"
}
],
"default": null,
"title": "Default"
},
"description": {
"title": "Description",
"type": "string"
},
"name": {
"title": "Name",
"type": "string"
},
"required": {
"default": true,
"title": "Required",
"type": "boolean"
}
},
"required": [
"name",
"description"
],
"title": "EnvVar",
"type": "object"
}
},
"description": "Tool to create Contextual AI RAG agents with documents.",
"properties": {
"api_key": {
"title": "Api Key",
"type": "string"
},
"contextual_client": {
"default": null,
"title": "Contextual Client"
}
},
"required": [
"api_key"
],
"title": "ContextualAICreateAgentTool",
"type": "object"
},
"name": "ContextualAICreateAgentTool",
"package_dependencies": [
"contextual-client"
],
"run_params_schema": {
"description": "Schema for contextual create agent tool.",
"properties": {
"agent_description": {
"description": "Description for the new agent",
"title": "Agent Description",
"type": "string"
},
"agent_name": {
"description": "Name for the new agent",
"title": "Agent Name",
"type": "string"
},
"datastore_name": {
"description": "Name for the new datastore",
"title": "Datastore Name",
"type": "string"
},
"document_paths": {
"description": "List of file paths to upload",
"items": {
"type": "string"
},
"title": "Document Paths",
"type": "array"
}
},
"required": [
"agent_name",
"agent_description",
"datastore_name",
"document_paths"
],
"title": "ContextualAICreateAgentSchema",
"type": "object"
}
},
{
"description": "Parse documents using Contextual AI's advanced document parser",
"env_vars": [],
"humanized_name": "Contextual AI Document Parser",
"init_params_schema": {
"$defs": {
"EnvVar": {
"properties": {
"default": {
"anyOf": [
{
"type": "string"
},
{
"type": "null"
}
],
"default": null,
"title": "Default"
},
"description": {
"title": "Description",
"type": "string"
},
"name": {
"title": "Name",
"type": "string"
},
"required": {
"default": true,
"title": "Required",
"type": "boolean"
}
},
"required": [
"name",
"description"
],
"title": "EnvVar",
"type": "object"
}
},
"description": "Tool to parse documents using Contextual AI's parser.",
"properties": {
"api_key": {
"title": "Api Key",
"type": "string"
}
},
"required": [
"api_key"
],
"title": "ContextualAIParseTool",
"type": "object"
},
"name": "ContextualAIParseTool",
"package_dependencies": [
"contextual-client"
],
"run_params_schema": {
"description": "Schema for contextual parse tool.",
"properties": {
"enable_document_hierarchy": {
"default": true,
"description": "Enable document hierarchy",
"title": "Enable Document Hierarchy",
"type": "boolean"
},
"figure_caption_mode": {
"default": "concise",
"description": "Figure caption mode",
"title": "Figure Caption Mode",
"type": "string"
},
"file_path": {
"description": "Path to the document to parse",
"title": "File Path",
"type": "string"
},
"output_types": {
"default": [
"markdown-per-page"
],
"description": "List of output types",
"items": {
"type": "string"
},
"title": "Output Types",
"type": "array"
},
"page_range": {
"anyOf": [
{
"type": "string"
},
{
"type": "null"
}
],
"default": null,
"description": "Page range to parse (e.g., '0-5')",
"title": "Page Range"
},
"parse_mode": {
"default": "standard",
"description": "Parsing mode",
"title": "Parse Mode",
"type": "string"
}
},
"required": [
"file_path"
],
"title": "ContextualAIParseSchema",
"type": "object"
}
},
{
"description": "Use this tool to query a Contextual AI RAG agent with access to your documents",
"env_vars": [],
"humanized_name": "Contextual AI Query Tool",
"init_params_schema": {
"$defs": {
"EnvVar": {
"properties": {
"default": {
"anyOf": [
{
"type": "string"
},
{
"type": "null"
}
],
"default": null,
"title": "Default"
},
"description": {
"title": "Description",
"type": "string"
},
"name": {
"title": "Name",
"type": "string"
},
"required": {
"default": true,
"title": "Required",
"type": "boolean"
}
},
"required": [
"name",
"description"
],
"title": "EnvVar",
"type": "object"
}
},
"description": "Tool to query Contextual AI RAG agents.",
"properties": {
"api_key": {
"title": "Api Key",
"type": "string"
},
"contextual_client": {
"default": null,
"title": "Contextual Client"
}
},
"required": [
"api_key"
],
"title": "ContextualAIQueryTool",
"type": "object"
},
"name": "ContextualAIQueryTool",
"package_dependencies": [
"contextual-client"
],
"run_params_schema": {
"description": "Schema for contextual query tool.",
"properties": {
"agent_id": {
"description": "ID of the Contextual AI agent to query",
"title": "Agent Id",
"type": "string"
},
"datastore_id": {
"anyOf": [
{
"type": "string"
},
{
"type": "null"
}
],
"default": null,
"description": "Optional datastore ID for document readiness verification",
"title": "Datastore Id"
},
"query": {
"description": "Query to send to the Contextual AI agent.",
"title": "Query",
"type": "string"
}
},
"required": [
"query",
"agent_id"
],
"title": "ContextualAIQuerySchema",
"type": "object"
}
},
{
"description": "Rerank documents using Contextual AI's instruction-following reranker",
"env_vars": [],
"humanized_name": "Contextual AI Document Reranker",
"init_params_schema": {
"$defs": {
"EnvVar": {
"properties": {
"default": {
"anyOf": [
{
"type": "string"
},
{
"type": "null"
}
],
"default": null,
"title": "Default"
},
"description": {
"title": "Description",
"type": "string"
},
"name": {
"title": "Name",
"type": "string"
},
"required": {
"default": true,
"title": "Required",
"type": "boolean"
}
},
"required": [
"name",
"description"
],
"title": "EnvVar",
"type": "object"
}
},
"description": "Tool to rerank documents using Contextual AI's instruction-following reranker.",
"properties": {
"api_key": {
"title": "Api Key",
"type": "string"
}
},
"required": [
"api_key"
],
"title": "ContextualAIRerankTool",
"type": "object"
},
"name": "ContextualAIRerankTool",
"package_dependencies": [
"contextual-client"
],
"run_params_schema": {
"description": "Schema for contextual rerank tool.",
"properties": {
"documents": {
"description": "List of document texts to rerank",
"items": {
"type": "string"
},
"title": "Documents",
"type": "array"
},
"instruction": {
"anyOf": [
{
"type": "string"
},
{
"type": "null"
}
],
"default": null,
"description": "Optional instruction for reranking behavior",
"title": "Instruction"
},
"metadata": {
"anyOf": [
{
"items": {
"type": "string"
},
"type": "array"
},
{
"type": "null"
}
],
"default": null,
"description": "Optional metadata for each document",
"title": "Metadata"
},
"model": {
"default": "ctxl-rerank-en-v1-instruct",
"description": "Reranker model to use",
"title": "Model",
"type": "string"
},
"query": {
"description": "The search query to rerank documents against",
"title": "Query",
"type": "string"
}
},
"required": [
"query",
"documents"
],
"title": "ContextualAIRerankSchema",
"type": "object"
}
},
{
"description": "A tool to search the Couchbase database for relevant information on internal documents.",
"env_vars": [],
"humanized_name": "CouchbaseFTSVectorSearchTool",
"init_params_schema": {
"$defs": {
"EnvVar": {
"properties": {
"default": {
"anyOf": [
{
"type": "string"
},
{
"type": "null"
}
],
"default": null,
"title": "Default"
},
"description": {
"title": "Description",
"type": "string"
},
"name": {
"title": "Name",
"type": "string"
},
"required": {
"default": true,
"title": "Required",
"type": "boolean"
}
},
"required": [
"name",
"description"
],
"title": "EnvVar",
"type": "object"
}
},
"description": "Tool to search the Couchbase database",
"properties": {
"bucket_name": {
"anyOf": [
{
"type": "string"
},
{
"type": "null"
}
],
"default": [
null
],
"title": "Bucket Name"
},
"cluster": {
"anyOf": [
{},
{
"type": "null"
}
],
"default": null,
"title": "Cluster"
},
"collection_name": {
"anyOf": [
{
"type": "string"
},
{
"type": "null"
}
],
"default": [
null
],
"title": "Collection Name"
},
"embedding_key": {
"anyOf": [
{
"type": "string"
},
{
"type": "null"
}
],
"default": "embedding",
"description": "Name of the field in the search index that stores the vector",
"title": "Embedding Key"
},
"index_name": {
"anyOf": [
{
"type": "string"
},
{
"type": "null"
}
],
"default": [
null
],
"title": "Index Name"
},
"limit": {
"anyOf": [
{
"type": "integer"
},
{
"type": "null"
}
],
"default": 3,
"title": "Limit"
},
"scope_name": {
"anyOf": [
{
"type": "string"
},
{
"type": "null"
}
],
"default": [
null
],
"title": "Scope Name"
},
"scoped_index": {
"anyOf": [
{
"type": "boolean"
},
{
"type": "null"
}
],
"title": "Scoped Index"
}
},
"title": "CouchbaseFTSVectorSearchTool",
"type": "object"
},
"name": "CouchbaseFTSVectorSearchTool",
"package_dependencies": [],
"run_params_schema": {
"description": "Input for CouchbaseTool.",
"properties": {
"query": {
"description": "The query to search retrieve relevant information from the Couchbase database. Pass only the query, not the question.",
"title": "Query",
"type": "string"
}
},
"required": [
"query"
],
"title": "CouchbaseToolSchema",
"type": "object"
}
},
{
"description": "A tool that can be used to semantic search a query from a DOCX's content.",
"env_vars": [],
"humanized_name": "Search a DOCX's content",
"init_params_schema": {
"$defs": {
"Adapter": {
"properties": {},
"title": "Adapter",
"type": "object"
},
"EnvVar": {
"properties": {
"default": {
"anyOf": [
{
"type": "string"
},
{
"type": "null"
}
],
"default": null,
"title": "Default"
},
"description": {
"title": "Description",
"type": "string"
},
"name": {
"title": "Name",
"type": "string"
},
"required": {
"default": true,
"title": "Required",
"type": "boolean"
}
},
"required": [
"name",
"description"
],
"title": "EnvVar",
"type": "object"
}
},
"properties": {
"adapter": {
"$ref": "#/$defs/Adapter"
},
"config": {
"anyOf": [
{
"additionalProperties": true,
"type": "object"
},
{
"type": "null"
}
],
"default": null,
"title": "Config"
},
"summarize": {
"default": false,
"title": "Summarize",
"type": "boolean"
}
},
"title": "DOCXSearchTool",
"type": "object"
},
"name": "DOCXSearchTool",
"package_dependencies": [],
"run_params_schema": {
"description": "Input for DOCXSearchTool.",
"properties": {
"docx": {
"anyOf": [
{
"type": "string"
},
{
"type": "null"
}
],
"description": "Mandatory docx path you want to search",
"title": "Docx"
},
"search_query": {
"description": "Mandatory search query you want to use to search the DOCX's content",
"title": "Search Query",
"type": "string"
}
},
"required": [
"docx",
"search_query"
],
"title": "DOCXSearchToolSchema",
"type": "object"
}
},
{
"description": "Generates images using OpenAI's Dall-E model.",
"env_vars": [
{
"default": null,
"description": "API key for OpenAI services",
"name": "OPENAI_API_KEY",
"required": true
}
],
"humanized_name": "Dall-E Tool",
"init_params_schema": {
"$defs": {
"EnvVar": {
"properties": {
"default": {
"anyOf": [
{
"type": "string"
},
{
"type": "null"
}
],
"default": null,
"title": "Default"
},
"description": {
"title": "Description",
"type": "string"
},
"name": {
"title": "Name",
"type": "string"
},
"required": {
"default": true,
"title": "Required",
"type": "boolean"
}
},
"required": [
"name",
"description"
],
"title": "EnvVar",
"type": "object"
}
},
"properties": {
"model": {
"default": "dall-e-3",
"title": "Model",
"type": "string"
},
"n": {
"default": 1,
"title": "N",
"type": "integer"
},
"quality": {
"default": "standard",
"title": "Quality",
"type": "string"
},
"size": {
"default": "1024x1024",
"title": "Size",
"type": "string"
}
},
"title": "DallETool",
"type": "object"
},
"name": "DallETool",
"package_dependencies": [],
"run_params_schema": {
"description": "Input for Dall-E Tool.",
"properties": {
"image_description": {
"description": "Description of the image to be generated by Dall-E.",
"title": "Image Description",
"type": "string"
}
},
"required": [
"image_description"
],
"title": "ImagePromptSchema",
"type": "object"
}
},
{
"description": "Execute SQL queries against Databricks workspace tables and return the results. Provide a 'query' parameter with the SQL query to execute.",
"env_vars": [],
"humanized_name": "Databricks SQL Query",
"init_params_schema": {
"$defs": {
"EnvVar": {
"properties": {
"default": {
"anyOf": [
{
"type": "string"
},
{
"type": "null"
}
],
"default": null,
"title": "Default"
},
"description": {
"title": "Description",
"type": "string"
},
"name": {
"title": "Name",
"type": "string"
},
"required": {
"default": true,
"title": "Required",
"type": "boolean"
}
},
"required": [
"name",
"description"
],
"title": "EnvVar",
"type": "object"
}
},
"description": "A tool for querying Databricks workspace tables using SQL.\n\nThis tool executes SQL queries against Databricks tables and returns the results.\nIt requires Databricks authentication credentials to be set as environment variables.\n\nAuthentication can be provided via:\n- Databricks CLI profile: Set DATABRICKS_CONFIG_PROFILE environment variable\n- Direct credentials: Set DATABRICKS_HOST and DATABRICKS_TOKEN environment variables\n\nExample:\n >>> tool = DatabricksQueryTool()\n >>> results = tool.run(query=\"SELECT * FROM my_table LIMIT 10\")",
"properties": {
"default_catalog": {
"anyOf": [
{
"type": "string"
},
{
"type": "null"
}
],
"default": null,
"title": "Default Catalog"
},
"default_schema": {
"anyOf": [
{
"type": "string"
},
{
"type": "null"
}
],
"default": null,
"title": "Default Schema"
},
"default_warehouse_id": {
"anyOf": [
{
"type": "string"
},
{
"type": "null"
}
],
"default": null,
"title": "Default Warehouse Id"
}
},
"title": "DatabricksQueryTool",
"type": "object"
},
"name": "DatabricksQueryTool",
"package_dependencies": [
"databricks-sdk"
],
"run_params_schema": {
"description": "Input schema for DatabricksQueryTool.",
"properties": {
"catalog": {
"anyOf": [
{
"type": "string"
},
{
"type": "null"
}
],
"default": null,
"description": "Databricks catalog name (optional, defaults to configured catalog)",
"title": "Catalog"
},
"db_schema": {
"anyOf": [
{
"type": "string"
},
{
"type": "null"
}
],
"default": null,
"description": "Databricks schema name (optional, defaults to configured schema)",
"title": "Db Schema"
},
"query": {
"description": "SQL query to execute against the Databricks workspace table",
"title": "Query",
"type": "string"
},
"row_limit": {
"anyOf": [
{
"type": "integer"
},
{
"type": "null"
}
],
"default": 1000,
"description": "Maximum number of rows to return (default: 1000)",
"title": "Row Limit"
},
"warehouse_id": {
"anyOf": [
{
"type": "string"
},
{
"type": "null"
}
],
"default": null,
"description": "Databricks SQL warehouse ID (optional, defaults to configured warehouse)",
"title": "Warehouse Id"
}
},
"required": [
"query"
],
"title": "DatabricksQueryToolSchema",
"type": "object"
}
},
{
"description": "A tool that can be used to recursively list a directory's content.",
"env_vars": [],
"humanized_name": "List files in directory",
"init_params_schema": {
"$defs": {
"EnvVar": {
"properties": {
"default": {
"anyOf": [
{
"type": "string"
},
{
"type": "null"
}
],
"default": null,
"title": "Default"
},
"description": {
"title": "Description",
"type": "string"
},
"name": {
"title": "Name",
"type": "string"
},
"required": {
"default": true,
"title": "Required",
"type": "boolean"
}
},
"required": [
"name",
"description"
],
"title": "EnvVar",
"type": "object"
}
},
"properties": {
"directory": {
"anyOf": [
{
"type": "string"
},
{
"type": "null"
}
],
"default": null,
"title": "Directory"
}
},
"title": "DirectoryReadTool",
"type": "object"
},
"name": "DirectoryReadTool",
"package_dependencies": [],
"run_params_schema": {
"description": "Input for DirectoryReadTool.",
"properties": {
"directory": {
"description": "Mandatory directory to list content",
"title": "Directory",
"type": "string"
}
},
"required": [
"directory"
],
"title": "DirectoryReadToolSchema",
"type": "object"
}
},
{
"description": "A tool that can be used to semantic search a query from a directory's content.",
"env_vars": [],
"humanized_name": "Search a directory's content",
"init_params_schema": {
"$defs": {
"Adapter": {
"properties": {},
"title": "Adapter",
"type": "object"
},
"EnvVar": {
"properties": {
"default": {
"anyOf": [
{
"type": "string"
},
{
"type": "null"
}
],
"default": null,
"title": "Default"
},
"description": {
"title": "Description",
"type": "string"
},
"name": {
"title": "Name",
"type": "string"
},
"required": {
"default": true,
"title": "Required",
"type": "boolean"
}
},
"required": [
"name",
"description"
],
"title": "EnvVar",
"type": "object"
}
},
"properties": {
"adapter": {
"$ref": "#/$defs/Adapter"
},
"config": {
"anyOf": [
{
"additionalProperties": true,
"type": "object"
},
{
"type": "null"
}
],
"default": null,
"title": "Config"
},
"summarize": {
"default": false,
"title": "Summarize",
"type": "boolean"
}
},
"title": "DirectorySearchTool",
"type": "object"
},
"name": "DirectorySearchTool",
"package_dependencies": [],
"run_params_schema": {
"description": "Input for DirectorySearchTool.",
"properties": {
"directory": {
"description": "Mandatory directory you want to search",
"title": "Directory",
"type": "string"
},
"search_query": {
"description": "Mandatory search query you want to use to search the directory's content",
"title": "Search Query",
"type": "string"
}
},
"required": [
"search_query",
"directory"
],
"title": "DirectorySearchToolSchema",
"type": "object"
}
},
{
"description": "Search the internet using Exa",
"env_vars": [
{
"default": null,
"description": "API key for Exa services",
"name": "EXA_API_KEY",
"required": false
}
],
"humanized_name": "EXASearchTool",
"init_params_schema": {
"$defs": {
"EnvVar": {
"properties": {
"default": {
"anyOf": [
{
"type": "string"
},
{
"type": "null"
}
],
"default": null,
"title": "Default"
},
"description": {
"title": "Description",
"type": "string"
},
"name": {
"title": "Name",
"type": "string"
},
"required": {
"default": true,
"title": "Required",
"type": "boolean"
}
},
"required": [
"name",
"description"
],
"title": "EnvVar",
"type": "object"
}
},
"properties": {
"api_key": {
"anyOf": [
{
"type": "string"
},
{
"type": "null"
}
],
"description": "API key for Exa services",
"required": false,
"title": "Api Key"
},
"client": {
"anyOf": [
{},
{
"type": "null"
}
],
"default": null,
"title": "Client"
},
"content": {
"anyOf": [
{
"type": "boolean"
},
{
"type": "null"
}
],
"default": false,
"title": "Content"
},
"summary": {
"anyOf": [
{
"type": "boolean"
},
{
"type": "null"
}
],
"default": false,
"title": "Summary"
},
"type": {
"anyOf": [
{
"type": "string"
},
{
"type": "null"
}
],
"default": "auto",
"title": "Type"
}
},
"title": "EXASearchTool",
"type": "object"
},
"name": "EXASearchTool",
"package_dependencies": [
"exa_py"
],
"run_params_schema": {
"properties": {
"end_published_date": {
"anyOf": [
{
"type": "string"
},
{
"type": "null"
}
],
"default": null,
"description": "End date for the search",
"title": "End Published Date"
},
"include_domains": {
"anyOf": [
{
"items": {
"type": "string"
},
"type": "array"
},
{
"type": "null"
}
],
"default": null,
"description": "List of domains to include in the search",
"title": "Include Domains"
},
"search_query": {
"description": "Mandatory search query you want to use to search the internet",
"title": "Search Query",
"type": "string"
},
"start_published_date": {
"anyOf": [
{
"type": "string"
},
{
"type": "null"
}
],
"default": null,
"description": "Start date for the search",
"title": "Start Published Date"
}
},
"required": [
"search_query"
],
"title": "EXABaseToolSchema",
"type": "object"
}
},
{
"description": "Compresses a file or directory into an archive (.zip currently supported). Useful for archiving logs, documents, or backups.",
"env_vars": [],
"humanized_name": "File Compressor Tool",
"init_params_schema": {
"$defs": {
"EnvVar": {
"properties": {
"default": {
"anyOf": [
{
"type": "string"
},
{
"type": "null"
}
],
"default": null,
"title": "Default"
},
"description": {
"title": "Description",
"type": "string"
},
"name": {
"title": "Name",
"type": "string"
},
"required": {
"default": true,
"title": "Required",
"type": "boolean"
}
},
"required": [
"name",
"description"
],
"title": "EnvVar",
"type": "object"
}
},
"properties": {},
"title": "FileCompressorTool",
"type": "object"
},
"name": "FileCompressorTool",
"package_dependencies": [],
"run_params_schema": {
"description": "Input schema for FileCompressorTool.",
"properties": {
"format": {
"default": "zip",
"description": "Compression format ('zip', 'tar', 'tar.gz', 'tar.bz2', 'tar.xz').",
"title": "Format",
"type": "string"
},
"input_path": {
"description": "Path to the file or directory to compress.",
"title": "Input Path",
"type": "string"
},
"output_path": {
"anyOf": [
{
"type": "string"
},
{
"type": "null"
}
],
"default": null,
"description": "Optional output archive filename.",
"title": "Output Path"
},
"overwrite": {
"default": false,
"description": "Whether to overwrite the archive if it already exists.",
"title": "Overwrite",
"type": "boolean"
}
},
"required": [
"input_path"
],
"title": "FileCompressorToolInput",
"type": "object"
}
},
{
"description": "A tool that reads the content of a file. To use this tool, provide a 'file_path' parameter with the path to the file you want to read. Optionally, provide 'start_line' to start reading from a specific line and 'line_count' to limit the number of lines read.",
"env_vars": [],
"humanized_name": "Read a file's content",
"init_params_schema": {
"$defs": {
"EnvVar": {
"properties": {
"default": {
"anyOf": [
{
"type": "string"
},
{
"type": "null"
}
],
"default": null,
"title": "Default"
},
"description": {
"title": "Description",
"type": "string"
},
"name": {
"title": "Name",
"type": "string"
},
"required": {
"default": true,
"title": "Required",
"type": "boolean"
}
},
"required": [
"name",
"description"
],
"title": "EnvVar",
"type": "object"
}
},
"description": "A tool for reading file contents.\n\nThis tool inherits its schema handling from BaseTool to avoid recursive schema\ndefinition issues. The args_schema is set to FileReadToolSchema which defines\nthe required file_path parameter. The schema should not be overridden in the\nconstructor as it would break the inheritance chain and cause infinite loops.\n\nThe tool supports two ways of specifying the file path:\n1. At construction time via the file_path parameter\n2. At runtime via the file_path parameter in the tool's input\n\nArgs:\n file_path (Optional[str]): Path to the file to be read. If provided,\n this becomes the default file path for the tool.\n **kwargs: Additional keyword arguments passed to BaseTool.\n\nExample:\n >>> tool = FileReadTool(file_path=\"/path/to/file.txt\")\n >>> content = tool.run() # Reads /path/to/file.txt\n >>> content = tool.run(file_path=\"/path/to/other.txt\") # Reads other.txt\n >>> content = tool.run(file_path=\"/path/to/file.txt\", start_line=100, line_count=50) # Reads lines 100-149",
"properties": {
"file_path": {
"anyOf": [
{
"type": "string"
},
{
"type": "null"
}
],
"default": null,
"title": "File Path"
}
},
"title": "FileReadTool",
"type": "object"
},
"name": "FileReadTool",
"package_dependencies": [],
"run_params_schema": {
"description": "Input for FileReadTool.",
"properties": {
"file_path": {
"description": "Mandatory file full path to read the file",
"title": "File Path",
"type": "string"
},
"line_count": {
"anyOf": [
{
"type": "integer"
},
{
"type": "null"
}
],
"default": null,
"description": "Number of lines to read. If None, reads the entire file",
"title": "Line Count"
},
"start_line": {
"anyOf": [
{
"type": "integer"
},
{
"type": "null"
}
],
"default": 1,
"description": "Line number to start reading from (1-indexed)",
"title": "Start Line"
}
},
"required": [
"file_path"
],
"title": "FileReadToolSchema",
"type": "object"
}
},
{
"description": "A tool to write content to a specified file. Accepts filename, content, and optionally a directory path and overwrite flag as input.",
"env_vars": [],
"humanized_name": "File Writer Tool",
"init_params_schema": {
"$defs": {
"EnvVar": {
"properties": {
"default": {
"anyOf": [
{
"type": "string"
},
{
"type": "null"
}
],
"default": null,
"title": "Default"
},
"description": {
"title": "Description",
"type": "string"
},
"name": {
"title": "Name",
"type": "string"
},
"required": {
"default": true,
"title": "Required",
"type": "boolean"
}
},
"required": [
"name",
"description"
],
"title": "EnvVar",
"type": "object"
}
},
"properties": {},
"title": "FileWriterTool",
"type": "object"
},
"name": "FileWriterTool",
"package_dependencies": [],
"run_params_schema": {
"properties": {
"content": {
"title": "Content",
"type": "string"
},
"directory": {
"anyOf": [
{
"type": "string"
},
{
"type": "null"
}
],
"default": "./",
"title": "Directory"
},
"filename": {
"title": "Filename",
"type": "string"
},
"overwrite": {
"anyOf": [
{
"type": "string"
},
{
"type": "boolean"
}
],
"default": false,
"title": "Overwrite"
}
},
"required": [
"filename",
"content"
],
"title": "FileWriterToolInput",
"type": "object"
}
},
{
"description": "Crawl webpages using Firecrawl and return the contents",
"env_vars": [
{
"default": null,
"description": "API key for Firecrawl services",
"name": "FIRECRAWL_API_KEY",
"required": true
}
],
"humanized_name": "Firecrawl web crawl tool",
"init_params_schema": {
"$defs": {
"EnvVar": {
"properties": {
"default": {
"anyOf": [
{
"type": "string"
},
{
"type": "null"
}
],
"default": null,
"title": "Default"
},
"description": {
"title": "Description",
"type": "string"
},
"name": {
"title": "Name",
"type": "string"
},
"required": {
"default": true,
"title": "Required",
"type": "boolean"
}
},
"required": [
"name",
"description"
],
"title": "EnvVar",
"type": "object"
}
},
"description": "Tool for crawling websites using Firecrawl. To run this tool, you need to have a Firecrawl API key.\n\nArgs:\n api_key (str): Your Firecrawl API key.\n config (dict): Optional. It contains Firecrawl API parameters.\n\nDefault configuration options:\n max_depth (int): Maximum depth to crawl. Default: 2\n ignore_sitemap (bool): Whether to ignore sitemap. Default: True\n limit (int): Maximum number of pages to crawl. Default: 100\n allow_backward_links (bool): Allow crawling backward links. Default: False\n allow_external_links (bool): Allow crawling external links. Default: False\n scrape_options (ScrapeOptions): Options for scraping content\n - formats (list[str]): Content formats to return. Default: [\"markdown\", \"screenshot\", \"links\"]\n - only_main_content (bool): Only return main content. Default: True\n - timeout (int): Timeout in milliseconds. Default: 30000",
"properties": {
"api_key": {
"anyOf": [
{
"type": "string"
},
{
"type": "null"
}
],
"default": null,
"title": "Api Key"
},
"config": {
"anyOf": [
{
"additionalProperties": true,
"type": "object"
},
{
"type": "null"
}
],
"title": "Config"
}
},
"title": "FirecrawlCrawlWebsiteTool",
"type": "object"
},
"name": "FirecrawlCrawlWebsiteTool",
"package_dependencies": [
"firecrawl-py"
],
"run_params_schema": {
"properties": {
"url": {
"description": "Website URL",
"title": "Url",
"type": "string"
}
},
"required": [
"url"
],
"title": "FirecrawlCrawlWebsiteToolSchema",
"type": "object"
}
},
{
"description": "Scrape webpages using Firecrawl and return the contents",
"env_vars": [
{
"default": null,
"description": "API key for Firecrawl services",
"name": "FIRECRAWL_API_KEY",
"required": true
}
],
"humanized_name": "Firecrawl web scrape tool",
"init_params_schema": {
"$defs": {
"EnvVar": {
"properties": {
"default": {
"anyOf": [
{
"type": "string"
},
{
"type": "null"
}
],
"default": null,
"title": "Default"
},
"description": {
"title": "Description",
"type": "string"
},
"name": {
"title": "Name",
"type": "string"
},
"required": {
"default": true,
"title": "Required",
"type": "boolean"
}
},
"required": [
"name",
"description"
],
"title": "EnvVar",
"type": "object"
}
},
"description": "Tool for scraping webpages using Firecrawl. To run this tool, you need to have a Firecrawl API key.\n\nArgs:\n api_key (str): Your Firecrawl API key.\n config (dict): Optional. It contains Firecrawl API parameters.\n\nDefault configuration options:\n formats (list[str]): Content formats to return. Default: [\"markdown\"]\n onlyMainContent (bool): Only return main content. Default: True\n includeTags (list[str]): Tags to include. Default: []\n excludeTags (list[str]): Tags to exclude. Default: []\n headers (dict): Headers to include. Default: {}\n waitFor (int): Time to wait for page to load in ms. Default: 0\n json_options (dict): Options for JSON extraction. Default: None",
"properties": {
"api_key": {
"anyOf": [
{
"type": "string"
},
{
"type": "null"
}
],
"default": null,
"title": "Api Key"
},
"config": {
"additionalProperties": true,
"title": "Config",
"type": "object"
}
},
"title": "FirecrawlScrapeWebsiteTool",
"type": "object"
},
"name": "FirecrawlScrapeWebsiteTool",
"package_dependencies": [
"firecrawl-py"
],
"run_params_schema": {
"properties": {
"url": {
"description": "Website URL",
"title": "Url",
"type": "string"
}
},
"required": [
"url"
],
"title": "FirecrawlScrapeWebsiteToolSchema",
"type": "object"
}
},
{
"description": "Search webpages using Firecrawl and return the results",
"env_vars": [
{
"default": null,
"description": "API key for Firecrawl services",
"name": "FIRECRAWL_API_KEY",
"required": true
}
],
"humanized_name": "Firecrawl web search tool",
"init_params_schema": {
"$defs": {
"EnvVar": {
"properties": {
"default": {
"anyOf": [
{
"type": "string"
},
{
"type": "null"
}
],
"default": null,
"title": "Default"
},
"description": {
"title": "Description",
"type": "string"
},
"name": {
"title": "Name",
"type": "string"
},
"required": {
"default": true,
"title": "Required",
"type": "boolean"
}
},
"required": [
"name",
"description"
],
"title": "EnvVar",
"type": "object"
}
},
"description": "Tool for searching webpages using Firecrawl. To run this tool, you need to have a Firecrawl API key.\n\nArgs:\n api_key (str): Your Firecrawl API key.\n config (dict): Optional. It contains Firecrawl API parameters.\n\nDefault configuration options:\n limit (int): Maximum number of pages to crawl. Default: 5\n tbs (str): Time before search. Default: None\n lang (str): Language. Default: \"en\"\n country (str): Country. Default: \"us\"\n location (str): Location. Default: None\n timeout (int): Timeout in milliseconds. Default: 60000",
"properties": {
"api_key": {
"anyOf": [
{
"type": "string"
},
{
"type": "null"
}
],
"default": null,
"title": "Api Key"
},
"config": {
"anyOf": [
{
"additionalProperties": true,
"type": "object"
},
{
"type": "null"
}
],
"title": "Config"
}
},
"title": "FirecrawlSearchTool",
"type": "object"
},
"name": "FirecrawlSearchTool",
"package_dependencies": [
"firecrawl-py"
],
"run_params_schema": {
"properties": {
"query": {
"description": "Search query",
"title": "Query",
"type": "string"
}
},
"required": [
"query"
],
"title": "FirecrawlSearchToolSchema",
"type": "object"
}
},
{
"description": "A tool that leverages CrewAI Studio's capabilities to automatically generate complete CrewAI automations based on natural language descriptions. It translates high-level requirements into functional CrewAI implementations.",
"env_vars": [
{
"default": null,
"description": "Personal Access Token for CrewAI Enterprise API",
"name": "CREWAI_PERSONAL_ACCESS_TOKEN",
"required": true
},
{
"default": null,
"description": "Base URL for CrewAI Enterprise API",
"name": "CREWAI_PLUS_URL",
"required": false
}
],
"humanized_name": "Generate CrewAI Automation",
"init_params_schema": {
"$defs": {
"EnvVar": {
"properties": {
"default": {
"anyOf": [
{
"type": "string"
},
{
"type": "null"
}
],
"default": null,
"title": "Default"
},
"description": {
"title": "Description",
"type": "string"
},
"name": {
"title": "Name",
"type": "string"
},
"required": {
"default": true,
"title": "Required",
"type": "boolean"
}
},
"required": [
"name",
"description"
],
"title": "EnvVar",
"type": "object"
}
},
"properties": {
"crewai_enterprise_url": {
"description": "The base URL of CrewAI Enterprise. If not provided, it will be loaded from the environment variable CREWAI_PLUS_URL with default https://app.crewai.com.",
"title": "Crewai Enterprise Url",
"type": "string"
},
"personal_access_token": {
"anyOf": [
{
"type": "string"
},
{
"type": "null"
}
],
"description": "The user's Personal Access Token to access CrewAI Enterprise API. If not provided, it will be loaded from the environment variable CREWAI_PERSONAL_ACCESS_TOKEN.",
"title": "Personal Access Token"
}
},
"title": "GenerateCrewaiAutomationTool",
"type": "object"
},
"name": "GenerateCrewaiAutomationTool",
"package_dependencies": [],
"run_params_schema": {
"properties": {
"organization_id": {
"anyOf": [
{
"type": "string"
},
{
"type": "null"
}
],
"default": null,
"description": "The identifier for the CrewAI Enterprise organization. If not specified, a default organization will be used.",
"title": "Organization Id"
},
"prompt": {
"description": "The prompt to generate the CrewAI automation, e.g. 'Generate a CrewAI automation that will scrape the website and store the data in a database.'",
"title": "Prompt",
"type": "string"
}
},
"required": [
"prompt"
],
"title": "GenerateCrewaiAutomationToolSchema",
"type": "object"
}
},
{
"description": "A tool that can be used to semantic search a query from a github repo's content. This is not the GitHub API, but instead a tool that can provide semantic search capabilities.",
"env_vars": [],
"humanized_name": "Search a github repo's content",
"init_params_schema": {
"$defs": {
"Adapter": {
"properties": {},
"title": "Adapter",
"type": "object"
},
"EnvVar": {
"properties": {
"default": {
"anyOf": [
{
"type": "string"
},
{
"type": "null"
}
],
"default": null,
"title": "Default"
},
"description": {
"title": "Description",
"type": "string"
},
"name": {
"title": "Name",
"type": "string"
},
"required": {
"default": true,
"title": "Required",
"type": "boolean"
}
},
"required": [
"name",
"description"
],
"title": "EnvVar",
"type": "object"
}
},
"properties": {
"adapter": {
"$ref": "#/$defs/Adapter"
},
"config": {
"anyOf": [
{
"additionalProperties": true,
"type": "object"
},
{
"type": "null"
}
],
"default": null,
"title": "Config"
},
"content_types": {
"description": "Content types you want to be included search, options: [code, repo, pr, issue]",
"items": {
"type": "string"
},
"title": "Content Types",
"type": "array"
},
"gh_token": {
"title": "Gh Token",
"type": "string"
},
"summarize": {
"default": false,
"title": "Summarize",
"type": "boolean"
}
},
"required": [
"gh_token"
],
"title": "GithubSearchTool",
"type": "object"
},
"name": "GithubSearchTool",
"package_dependencies": [],
"run_params_schema": {
"description": "Input for GithubSearchTool.",
"properties": {
"content_types": {
"description": "Mandatory content types you want to be included search, options: [code, repo, pr, issue]",
"items": {
"type": "string"
},
"title": "Content Types",
"type": "array"
},
"github_repo": {
"description": "Mandatory github you want to search",
"title": "Github Repo",
"type": "string"
},
"search_query": {
"description": "Mandatory search query you want to use to search the github repo's content",
"title": "Search Query",
"type": "string"
}
},
"required": [
"search_query",
"github_repo",
"content_types"
],
"title": "GithubSearchToolSchema",
"type": "object"
}
},
{
"description": "Scrape or crawl a website using Hyperbrowser and return the contents in properly formatted markdown or html",
"env_vars": [
{
"default": null,
"description": "API key for Hyperbrowser services",
"name": "HYPERBROWSER_API_KEY",
"required": false
}
],
"humanized_name": "Hyperbrowser web load tool",
"init_params_schema": {
"$defs": {
"EnvVar": {
"properties": {
"default": {
"anyOf": [
{
"type": "string"
},
{
"type": "null"
}
],
"default": null,
"title": "Default"
},
"description": {
"title": "Description",
"type": "string"
},
"name": {
"title": "Name",
"type": "string"
},
"required": {
"default": true,
"title": "Required",
"type": "boolean"
}
},
"required": [
"name",
"description"
],
"title": "EnvVar",
"type": "object"
}
},
"description": "HyperbrowserLoadTool.\n\nScrape or crawl web pages and load the contents with optional parameters for configuring content extraction.\nRequires the `hyperbrowser` package.\nGet your API Key from https://app.hyperbrowser.ai/\n\nArgs:\n api_key: The Hyperbrowser API key, can be set as an environment variable `HYPERBROWSER_API_KEY` or passed directly",
"properties": {
"api_key": {
"anyOf": [
{
"type": "string"
},
{
"type": "null"
}
],
"default": null,
"title": "Api Key"
},
"hyperbrowser": {
"anyOf": [
{},
{
"type": "null"
}
],
"default": null,
"title": "Hyperbrowser"
}
},
"title": "HyperbrowserLoadTool",
"type": "object"
},
"name": "HyperbrowserLoadTool",
"package_dependencies": [
"hyperbrowser"
],
"run_params_schema": {
"properties": {
"operation": {
"description": "Operation to perform on the website. Either 'scrape' or 'crawl'",
"enum": [
"scrape",
"crawl"
],
"title": "Operation",
"type": "string"
},
"params": {
"anyOf": [
{
"additionalProperties": true,
"type": "object"
},
{
"type": "null"
}
],
"description": "Optional params for scrape or crawl. For more information on the supported params, visit https://docs.hyperbrowser.ai/reference/sdks/python/scrape#start-scrape-job-and-wait or https://docs.hyperbrowser.ai/reference/sdks/python/crawl#start-crawl-job-and-wait",
"title": "Params"
},
"url": {
"description": "Website URL",
"title": "Url",
"type": "string"
}
},
"required": [
"url",
"operation",
"params"
],
"title": "HyperbrowserLoadToolSchema",
"type": "object"
}
},
{
"description": "Invokes an CrewAI Platform Automation using API",
"env_vars": [],
"humanized_name": "invoke_amp_automation",
"init_params_schema": {
"$defs": {
"EnvVar": {
"properties": {
"default": {
"anyOf": [
{
"type": "string"
},
{
"type": "null"
}
],
"default": null,
"title": "Default"
},
"description": {
"title": "Description",
"type": "string"
},
"name": {
"title": "Name",
"type": "string"
},
"required": {
"default": true,
"title": "Required",
"type": "boolean"
}
},
"required": [
"name",
"description"
],
"title": "EnvVar",
"type": "object"
}
},
"description": "A CrewAI tool for invoking external crew/flows APIs.\n\nThis tool provides CrewAI Platform API integration with external crew services, supporting:\n- Dynamic input schema configuration\n- Automatic polling for task completion\n- Bearer token authentication\n- Comprehensive error handling\n\nExample:\n Basic usage:\n >>> tool = InvokeCrewAIAutomationTool(\n ... crew_api_url=\"https://api.example.com\",\n ... crew_bearer_token=\"your_token\",\n ... crew_name=\"My Crew\",\n ... crew_description=\"Description of what the crew does\"\n ... )\n \n With custom inputs:\n >>> custom_inputs = {\n ... \"param1\": Field(..., description=\"Description of param1\"),\n ... \"param2\": Field(default=\"default_value\", description=\"Description of param2\")\n ... }\n >>> tool = InvokeCrewAIAutomationTool(\n ... crew_api_url=\"https://api.example.com\",\n ... crew_bearer_token=\"your_token\",\n ... crew_name=\"My Crew\",\n ... crew_description=\"Description of what the crew does\",\n ... crew_inputs=custom_inputs\n ... )\n \n Example:\n >>> tools=[\n ... InvokeCrewAIAutomationTool(\n ... crew_api_url=\"https://canary-crew-[...].crewai.com\",\n ... crew_bearer_token=\"[Your token: abcdef012345]\",\n ... crew_name=\"State of AI Report\",\n ... crew_description=\"Retrieves a report on state of AI for a given year.\",\n ... crew_inputs={\n ... \"year\": Field(..., description=\"Year to retrieve the report for (integer)\")\n ... }\n ... )\n ... ]",
"properties": {
"crew_api_url": {
"title": "Crew Api Url",
"type": "string"
},
"crew_bearer_token": {
"title": "Crew Bearer Token",
"type": "string"
},
"max_polling_time": {
"default": 600,
"title": "Max Polling Time",
"type": "integer"
}
},
"required": [
"crew_api_url",
"crew_bearer_token"
],
"title": "InvokeCrewAIAutomationTool",
"type": "object"
},
"name": "InvokeCrewAIAutomationTool",
"package_dependencies": [],
"run_params_schema": {
"description": "Input schema for InvokeCrewAIAutomationTool.",
"properties": {
"prompt": {
"description": "The prompt or query to send to the crew",
"title": "Prompt",
"type": "string"
}
},
"required": [
"prompt"
],
"title": "InvokeCrewAIAutomationInput",
"type": "object"
}
},
{
"description": "A tool that can be used to semantic search a query from a JSON's content.",
"env_vars": [],
"humanized_name": "Search a JSON's content",
"init_params_schema": {
"$defs": {
"Adapter": {
"properties": {},
"title": "Adapter",
"type": "object"
},
"EnvVar": {
"properties": {
"default": {
"anyOf": [
{
"type": "string"
},
{
"type": "null"
}
],
"default": null,
"title": "Default"
},
"description": {
"title": "Description",
"type": "string"
},
"name": {
"title": "Name",
"type": "string"
},
"required": {
"default": true,
"title": "Required",
"type": "boolean"
}
},
"required": [
"name",
"description"
],
"title": "EnvVar",
"type": "object"
}
},
"properties": {
"adapter": {
"$ref": "#/$defs/Adapter"
},
"config": {
"anyOf": [
{
"additionalProperties": true,
"type": "object"
},
{
"type": "null"
}
],
"default": null,
"title": "Config"
},
"summarize": {
"default": false,
"title": "Summarize",
"type": "boolean"
}
},
"title": "JSONSearchTool",
"type": "object"
},
"name": "JSONSearchTool",
"package_dependencies": [],
"run_params_schema": {
"description": "Input for JSONSearchTool.",
"properties": {
"json_path": {
"description": "Mandatory json path you want to search",
"title": "Json Path",
"type": "string"
},
"search_query": {
"description": "Mandatory search query you want to use to search the JSON's content",
"title": "Search Query",
"type": "string"
}
},
"required": [
"search_query",
"json_path"
],
"title": "JSONSearchToolSchema",
"type": "object"
}
},
{
"description": "Performs an API call to Linkup to retrieve contextual information.",
"env_vars": [
{
"default": null,
"description": "API key for Linkup",
"name": "LINKUP_API_KEY",
"required": true
}
],
"humanized_name": "Linkup Search Tool",
"init_params_schema": {
"$defs": {
"EnvVar": {
"properties": {
"default": {
"anyOf": [
{
"type": "string"
},
{
"type": "null"
}
],
"default": null,
"title": "Default"
},
"description": {
"title": "Description",
"type": "string"
},
"name": {
"title": "Name",
"type": "string"
},
"required": {
"default": true,
"title": "Required",
"type": "boolean"
}
},
"required": [
"name",
"description"
],
"title": "EnvVar",
"type": "object"
}
},
"properties": {},
"title": "LinkupSearchTool",
"type": "object"
},
"name": "LinkupSearchTool",
"package_dependencies": [
"linkup-sdk"
],
"run_params_schema": {}
},
{
"description": "",
"env_vars": [],
"humanized_name": "LlamaIndexTool",
"init_params_schema": {
"$defs": {
"EnvVar": {
"properties": {
"default": {
"anyOf": [
{
"type": "string"
},
{
"type": "null"
}
],
"default": null,
"title": "Default"
},
"description": {
"title": "Description",
"type": "string"
},
"name": {
"title": "Name",
"type": "string"
},
"required": {
"default": true,
"title": "Required",
"type": "boolean"
}
},
"required": [
"name",
"description"
],
"title": "EnvVar",
"type": "object"
}
},
"description": "Tool to wrap LlamaIndex tools/query engines.",
"properties": {
"llama_index_tool": {
"title": "Llama Index Tool"
}
},
"required": [
"name",
"description",
"llama_index_tool"
],
"title": "LlamaIndexTool",
"type": "object"
},
"name": "LlamaIndexTool",
"package_dependencies": [],
"run_params_schema": {}
},
{
"description": "A tool that can be used to semantic search a query from a MDX's content.",
"env_vars": [],
"humanized_name": "Search a MDX's content",
"init_params_schema": {
"$defs": {
"Adapter": {
"properties": {},
"title": "Adapter",
"type": "object"
},
"EnvVar": {
"properties": {
"default": {
"anyOf": [
{
"type": "string"
},
{
"type": "null"
}
],
"default": null,
"title": "Default"
},
"description": {
"title": "Description",
"type": "string"
},
"name": {
"title": "Name",
"type": "string"
},
"required": {
"default": true,
"title": "Required",
"type": "boolean"
}
},
"required": [
"name",
"description"
],
"title": "EnvVar",
"type": "object"
}
},
"properties": {
"adapter": {
"$ref": "#/$defs/Adapter"
},
"config": {
"anyOf": [
{
"additionalProperties": true,
"type": "object"
},
{
"type": "null"
}
],
"default": null,
"title": "Config"
},
"summarize": {
"default": false,
"title": "Summarize",
"type": "boolean"
}
},
"title": "MDXSearchTool",
"type": "object"
},
"name": "MDXSearchTool",
"package_dependencies": [],
"run_params_schema": {
"description": "Input for MDXSearchTool.",
"properties": {
"mdx": {
"description": "Mandatory mdx path you want to search",
"title": "Mdx",
"type": "string"
},
"search_query": {
"description": "Mandatory search query you want to use to search the MDX's content",
"title": "Search Query",
"type": "string"
}
},
"required": [
"search_query",
"mdx"
],
"title": "MDXSearchToolSchema",
"type": "object"
}
},
{
"description": "A tool to perfrom a vector search on a MongoDB database for relevant information on internal documents.",
"env_vars": [
{
"default": null,
"description": "API key for Browserbase services",
"name": "BROWSERBASE_API_KEY",
"required": false
},
{
"default": null,
"description": "Project ID for Browserbase services",
"name": "BROWSERBASE_PROJECT_ID",
"required": false
}
],
"humanized_name": "MongoDBVectorSearchTool",
"init_params_schema": {
"$defs": {
"EnvVar": {
"properties": {
"default": {
"anyOf": [
{
"type": "string"
},
{
"type": "null"
}
],
"default": null,
"title": "Default"
},
"description": {
"title": "Description",
"type": "string"
},
"name": {
"title": "Name",
"type": "string"
},
"required": {
"default": true,
"title": "Required",
"type": "boolean"
}
},
"required": [
"name",
"description"
],
"title": "EnvVar",
"type": "object"
},
"MongoDBVectorSearchConfig": {
"description": "Configuration for MongoDB vector search queries.",
"properties": {
"include_embeddings": {
"default": false,
"description": "Whether to include the embedding vector of each result in metadata.",
"title": "Include Embeddings",
"type": "boolean"
},
"limit": {
"anyOf": [
{
"type": "integer"
},
{
"type": "null"
}
],
"default": 4,
"description": "number of documents to return.",
"title": "Limit"
},
"oversampling_factor": {
"default": 10,
"description": "Multiple of limit used when generating number of candidates at each step in the HNSW Vector Search",
"title": "Oversampling Factor",
"type": "integer"
},
"post_filter_pipeline": {
"anyOf": [
{
"items": {
"additionalProperties": true,
"type": "object"
},
"type": "array"
},
{
"type": "null"
}
],
"default": null,
"description": "Pipeline of MongoDB aggregation stages to filter/process results after $vectorSearch.",
"title": "Post Filter Pipeline"
},
"pre_filter": {
"anyOf": [
{
"additionalProperties": true,
"type": "object"
},
{
"type": "null"
}
],
"default": null,
"description": "List of MQL match expressions comparing an indexed field",
"title": "Pre Filter"
}
},
"title": "MongoDBVectorSearchConfig",
"type": "object"
}
},
"description": "Tool to perfrom a vector search the MongoDB database",
"properties": {
"collection_name": {
"description": "The name of the MongoDB collection",
"title": "Collection Name",
"type": "string"
},
"connection_string": {
"description": "The connection string of the MongoDB cluster",
"title": "Connection String",
"type": "string"
},
"database_name": {
"description": "The name of the MongoDB database",
"title": "Database Name",
"type": "string"
},
"dimensions": {
"default": 1536,
"description": "Number of dimensions in the embedding vector",
"title": "Dimensions",
"type": "integer"
},
"embedding_key": {
"default": "embedding",
"description": "Field that will contain the embedding for each document",
"title": "Embedding Key",
"type": "string"
},
"embedding_model": {
"default": "text-embedding-3-large",
"description": "Text OpenAI embedding model to use",
"title": "Embedding Model",
"type": "string"
},
"query_config": {
"anyOf": [
{
"$ref": "#/$defs/MongoDBVectorSearchConfig"
},
{
"type": "null"
}
],
"default": null,
"description": "MongoDB Vector Search query configuration"
},
"text_key": {
"default": "text",
"description": "MongoDB field that will contain the text for each document",
"title": "Text Key",
"type": "string"
},
"vector_index_name": {
"default": "vector_index",
"description": "Name of the Atlas Search vector index",
"title": "Vector Index Name",
"type": "string"
}
},
"required": [
"database_name",
"collection_name",
"connection_string"
],
"title": "MongoDBVectorSearchTool",
"type": "object"
},
"name": "MongoDBVectorSearchTool",
"package_dependencies": [
"mongdb"
],
"run_params_schema": {
"description": "Input for MongoDBTool.",
"properties": {
"query": {
"description": "The query to search retrieve relevant information from the MongoDB database. Pass only the query, not the question.",
"title": "Query",
"type": "string"
}
},
"required": [
"query"
],
"title": "MongoDBToolSchema",
"type": "object"
}
},
{
"description": "Multion gives the ability for LLMs to control web browsers using natural language instructions.\n If the status is 'CONTINUE', reissue the same instruction to continue execution",
"env_vars": [
{
"default": null,
"description": "API key for Multion",
"name": "MULTION_API_KEY",
"required": true
}
],
"humanized_name": "Multion Browse Tool",
"init_params_schema": {
"$defs": {
"EnvVar": {
"properties": {
"default": {
"anyOf": [
{
"type": "string"
},
{
"type": "null"
}
],
"default": null,
"title": "Default"
},
"description": {
"title": "Description",
"type": "string"
},
"name": {
"title": "Name",
"type": "string"
},
"required": {
"default": true,
"title": "Required",
"type": "boolean"
}
},
"required": [
"name",
"description"
],
"title": "EnvVar",
"type": "object"
}
},
"description": "Tool to wrap MultiOn Browse Capabilities.",
"properties": {
"local": {
"default": false,
"title": "Local",
"type": "boolean"
},
"max_steps": {
"default": 3,
"title": "Max Steps",
"type": "integer"
},
"multion": {
"anyOf": [
{},
{
"type": "null"
}
],
"default": null,
"title": "Multion"
},
"session_id": {
"anyOf": [
{
"type": "string"
},
{
"type": "null"
}
],
"default": null,
"title": "Session Id"
}
},
"title": "MultiOnTool",
"type": "object"
},
"name": "MultiOnTool",
"package_dependencies": [
"multion"
],
"run_params_schema": {}
},
{
"description": "A tool that can be used to semantic search a query from a database table's content.",
"env_vars": [],
"humanized_name": "Search a database's table content",
"init_params_schema": {
"$defs": {
"Adapter": {
"properties": {},
"title": "Adapter",
"type": "object"
},
"EnvVar": {
"properties": {
"default": {
"anyOf": [
{
"type": "string"
},
{
"type": "null"
}
],
"default": null,
"title": "Default"
},
"description": {
"title": "Description",
"type": "string"
},
"name": {
"title": "Name",
"type": "string"
},
"required": {
"default": true,
"title": "Required",
"type": "boolean"
}
},
"required": [
"name",
"description"
],
"title": "EnvVar",
"type": "object"
}
},
"properties": {
"adapter": {
"$ref": "#/$defs/Adapter"
},
"config": {
"anyOf": [
{
"additionalProperties": true,
"type": "object"
},
{
"type": "null"
}
],
"default": null,
"title": "Config"
},
"db_uri": {
"description": "Mandatory database URI",
"title": "Db Uri",
"type": "string"
},
"summarize": {
"default": false,
"title": "Summarize",
"type": "boolean"
}
},
"required": [
"db_uri"
],
"title": "MySQLSearchTool",
"type": "object"
},
"name": "MySQLSearchTool",
"package_dependencies": [],
"run_params_schema": {
"description": "Input for MySQLSearchTool.",
"properties": {
"search_query": {
"description": "Mandatory semantic search query you want to use to search the database's content",
"title": "Search Query",
"type": "string"
}
},
"required": [
"search_query"
],
"title": "MySQLSearchToolSchema",
"type": "object"
}
},
{
"description": "Converts natural language to SQL queries and executes them.",
"env_vars": [],
"humanized_name": "NL2SQLTool",
"init_params_schema": {
"$defs": {
"EnvVar": {
"properties": {
"default": {
"anyOf": [
{
"type": "string"
},
{
"type": "null"
}
],
"default": null,
"title": "Default"
},
"description": {
"title": "Description",
"type": "string"
},
"name": {
"title": "Name",
"type": "string"
},
"required": {
"default": true,
"title": "Required",
"type": "boolean"
}
},
"required": [
"name",
"description"
],
"title": "EnvVar",
"type": "object"
}
},
"properties": {
"columns": {
"additionalProperties": true,
"default": {},
"title": "Columns",
"type": "object"
},
"db_uri": {
"description": "The URI of the database to connect to.",
"title": "Database URI",
"type": "string"
},
"tables": {
"default": [],
"items": {},
"title": "Tables",
"type": "array"
}
},
"required": [
"db_uri"
],
"title": "NL2SQLTool",
"type": "object"
},
"name": "NL2SQLTool",
"package_dependencies": [],
"run_params_schema": {
"properties": {
"sql_query": {
"description": "The SQL query to execute.",
"title": "SQL Query",
"type": "string"
}
},
"required": [
"sql_query"
],
"title": "NL2SQLToolInput",
"type": "object"
}
},
{
"description": "This tool uses an LLM's API to extract text from an image file.",
"env_vars": [],
"humanized_name": "Optical Character Recognition Tool",
"init_params_schema": {
"$defs": {
"EnvVar": {
"properties": {
"default": {
"anyOf": [
{
"type": "string"
},
{
"type": "null"
}
],
"default": null,
"title": "Default"
},
"description": {
"title": "Description",
"type": "string"
},
"name": {
"title": "Name",
"type": "string"
},
"required": {
"default": true,
"title": "Required",
"type": "boolean"
}
},
"required": [
"name",
"description"
],
"title": "EnvVar",
"type": "object"
}
},
"description": "A tool for performing Optical Character Recognition on images.\n\nThis tool leverages LLMs to extract text from images. It can process\nboth local image files and images available via URLs.\n\nAttributes:\n name (str): Name of the tool.\n description (str): Description of the tool's functionality.\n args_schema (Type[BaseModel]): Pydantic schema for input validation.\n\nPrivate Attributes:\n _llm (Optional[LLM]): Language model instance for making API calls.",
"properties": {},
"title": "OCRTool",
"type": "object"
},
"name": "OCRTool",
"package_dependencies": [],
"run_params_schema": {
"description": "Input schema for Optical Character Recognition Tool.\n\nAttributes:\n image_path_url (str): Path to a local image file or URL of an image.\n For local files, provide the absolute or relative path.\n For remote images, provide the complete URL starting with 'http' or 'https'.",
"properties": {
"image_path_url": {
"default": "The image path or URL.",
"title": "Image Path Url",
"type": "string"
}
},
"title": "OCRToolSchema",
"type": "object"
}
},
{
"description": "Scrape Amazon product pages with Oxylabs Amazon Product Scraper",
"env_vars": [
{
"default": null,
"description": "Username for Oxylabs",
"name": "OXYLABS_USERNAME",
"required": true
},
{
"default": null,
"description": "Password for Oxylabs",
"name": "OXYLABS_PASSWORD",
"required": true
}
],
"humanized_name": "Oxylabs Amazon Product Scraper tool",
"init_params_schema": {
"$defs": {
"EnvVar": {
"properties": {
"default": {
"anyOf": [
{
"type": "string"
},
{
"type": "null"
}
],
"default": null,
"title": "Default"
},
"description": {
"title": "Description",
"type": "string"
},
"name": {
"title": "Name",
"type": "string"
},
"required": {
"default": true,
"title": "Required",
"type": "boolean"
}
},
"required": [
"name",
"description"
],
"title": "EnvVar",
"type": "object"
},
"OxylabsAmazonProductScraperConfig": {
"description": "Amazon Product Scraper configuration options:\nhttps://developers.oxylabs.io/scraper-apis/web-scraper-api/targets/amazon/product",
"properties": {
"callback_url": {
"anyOf": [
{
"type": "string"
},
{
"type": "null"
}
],
"default": null,
"description": "URL to your callback endpoint.",
"title": "Callback Url"
},
"context": {
"anyOf": [
{
"items": {},
"type": "array"
},
{
"type": "null"
}
],
"default": null,
"description": "Additional advanced settings and controls for specialized requirements.",
"title": "Context"
},
"domain": {
"anyOf": [
{
"type": "string"
},
{
"type": "null"
}
],
"default": null,
"description": "The domain to limit the search results to.",
"title": "Domain"
},
"geo_location": {
"anyOf": [
{
"type": "string"
},
{
"type": "null"
}
],
"default": null,
"description": "The Deliver to location.",
"title": "Geo Location"
},
"parse": {
"anyOf": [
{
"type": "boolean"
},
{
"type": "null"
}
],
"default": null,
"description": "True will return structured data.",
"title": "Parse"
},
"parsing_instructions": {
"anyOf": [
{
"additionalProperties": true,
"type": "object"
},
{
"type": "null"
}
],
"default": null,
"description": "Instructions for parsing the results.",
"title": "Parsing Instructions"
},
"render": {
"anyOf": [
{
"type": "string"
},
{
"type": "null"
}
],
"default": null,
"description": "Enables JavaScript rendering.",
"title": "Render"
},
"user_agent_type": {
"anyOf": [
{
"type": "string"
},
{
"type": "null"
}
],
"default": null,
"description": "Device type and browser.",
"title": "User Agent Type"
}
},
"title": "OxylabsAmazonProductScraperConfig",
"type": "object"
}
},
"description": "Scrape Amazon product pages with OxylabsAmazonProductScraperTool.\n\nGet Oxylabs account:\nhttps://dashboard.oxylabs.io/en\n\nArgs:\n username (str): Oxylabs username.\n password (str): Oxylabs password.\n config: Configuration options. See ``OxylabsAmazonProductScraperConfig``",
"properties": {
"config": {
"$ref": "#/$defs/OxylabsAmazonProductScraperConfig"
},
"oxylabs_api": {
"title": "Oxylabs Api"
}
},
"required": [
"oxylabs_api",
"config"
],
"title": "OxylabsAmazonProductScraperTool",
"type": "object"
},
"name": "OxylabsAmazonProductScraperTool",
"package_dependencies": [
"oxylabs"
],
"run_params_schema": {
"properties": {
"query": {
"description": "Amazon product ASIN",
"title": "Query",
"type": "string"
}
},
"required": [
"query"
],
"title": "OxylabsAmazonProductScraperArgs",
"type": "object"
}
},
{
"description": "Scrape Amazon search results with Oxylabs Amazon Search Scraper",
"env_vars": [
{
"default": null,
"description": "Username for Oxylabs",
"name": "OXYLABS_USERNAME",
"required": true
},
{
"default": null,
"description": "Password for Oxylabs",
"name": "OXYLABS_PASSWORD",
"required": true
}
],
"humanized_name": "Oxylabs Amazon Search Scraper tool",
"init_params_schema": {
"$defs": {
"EnvVar": {
"properties": {
"default": {
"anyOf": [
{
"type": "string"
},
{
"type": "null"
}
],
"default": null,
"title": "Default"
},
"description": {
"title": "Description",
"type": "string"
},
"name": {
"title": "Name",
"type": "string"
},
"required": {
"default": true,
"title": "Required",
"type": "boolean"
}
},
"required": [
"name",
"description"
],
"title": "EnvVar",
"type": "object"
},
"OxylabsAmazonSearchScraperConfig": {
"description": "Amazon Search Scraper configuration options:\nhttps://developers.oxylabs.io/scraper-apis/web-scraper-api/targets/amazon/search",
"properties": {
"callback_url": {
"anyOf": [
{
"type": "string"
},
{
"type": "null"
}
],
"default": null,
"description": "URL to your callback endpoint.",
"title": "Callback Url"
},
"context": {
"anyOf": [
{
"items": {},
"type": "array"
},
{
"type": "null"
}
],
"default": null,
"description": "Additional advanced settings and controls for specialized requirements.",
"title": "Context"
},
"domain": {
"anyOf": [
{
"type": "string"
},
{
"type": "null"
}
],
"default": null,
"description": "The domain to limit the search results to.",
"title": "Domain"
},
"geo_location": {
"anyOf": [
{
"type": "string"
},
{
"type": "null"
}
],
"default": null,
"description": "The Deliver to location.",
"title": "Geo Location"
},
"pages": {
"anyOf": [
{
"type": "integer"
},
{
"type": "null"
}
],
"default": null,
"description": "The number of pages to scrape.",
"title": "Pages"
},
"parse": {
"anyOf": [
{
"type": "boolean"
},
{
"type": "null"
}
],
"default": null,
"description": "True will return structured data.",
"title": "Parse"
},
"parsing_instructions": {
"anyOf": [
{
"additionalProperties": true,
"type": "object"
},
{
"type": "null"
}
],
"default": null,
"description": "Instructions for parsing the results.",
"title": "Parsing Instructions"
},
"render": {
"anyOf": [
{
"type": "string"
},
{
"type": "null"
}
],
"default": null,
"description": "Enables JavaScript rendering.",
"title": "Render"
},
"start_page": {
"anyOf": [
{
"type": "integer"
},
{
"type": "null"
}
],
"default": null,
"description": "The starting page number.",
"title": "Start Page"
},
"user_agent_type": {
"anyOf": [
{
"type": "string"
},
{
"type": "null"
}
],
"default": null,
"description": "Device type and browser.",
"title": "User Agent Type"
}
},
"title": "OxylabsAmazonSearchScraperConfig",
"type": "object"
}
},
"description": "Scrape Amazon search results with OxylabsAmazonSearchScraperTool.\n\nGet Oxylabs account:\nhttps://dashboard.oxylabs.io/en\n\nArgs:\n username (str): Oxylabs username.\n password (str): Oxylabs password.\n config: Configuration options. See ``OxylabsAmazonSearchScraperConfig``",
"properties": {
"config": {
"$ref": "#/$defs/OxylabsAmazonSearchScraperConfig"
},
"oxylabs_api": {
"title": "Oxylabs Api"
}
},
"required": [
"oxylabs_api",
"config"
],
"title": "OxylabsAmazonSearchScraperTool",
"type": "object"
},
"name": "OxylabsAmazonSearchScraperTool",
"package_dependencies": [
"oxylabs"
],
"run_params_schema": {
"properties": {
"query": {
"description": "Amazon search term",
"title": "Query",
"type": "string"
}
},
"required": [
"query"
],
"title": "OxylabsAmazonSearchScraperArgs",
"type": "object"
}
},
{
"description": "Scrape Google Search results with Oxylabs Google Search Scraper",
"env_vars": [
{
"default": null,
"description": "Username for Oxylabs",
"name": "OXYLABS_USERNAME",
"required": true
},
{
"default": null,
"description": "Password for Oxylabs",
"name": "OXYLABS_PASSWORD",
"required": true
}
],
"humanized_name": "Oxylabs Google Search Scraper tool",
"init_params_schema": {
"$defs": {
"EnvVar": {
"properties": {
"default": {
"anyOf": [
{
"type": "string"
},
{
"type": "null"
}
],
"default": null,
"title": "Default"
},
"description": {
"title": "Description",
"type": "string"
},
"name": {
"title": "Name",
"type": "string"
},
"required": {
"default": true,
"title": "Required",
"type": "boolean"
}
},
"required": [
"name",
"description"
],
"title": "EnvVar",
"type": "object"
},
"OxylabsGoogleSearchScraperConfig": {
"description": "Google Search Scraper configuration options:\nhttps://developers.oxylabs.io/scraper-apis/web-scraper-api/targets/google/search/search",
"properties": {
"callback_url": {
"anyOf": [
{
"type": "string"
},
{
"type": "null"
}
],
"default": null,
"description": "URL to your callback endpoint.",
"title": "Callback Url"
},
"context": {
"anyOf": [
{
"items": {},
"type": "array"
},
{
"type": "null"
}
],
"default": null,
"description": "Additional advanced settings and controls for specialized requirements.",
"title": "Context"
},
"domain": {
"anyOf": [
{
"type": "string"
},
{
"type": "null"
}
],
"default": null,
"description": "The domain to limit the search results to.",
"title": "Domain"
},
"geo_location": {
"anyOf": [
{
"type": "string"
},
{
"type": "null"
}
],
"default": null,
"description": "The Deliver to location.",
"title": "Geo Location"
},
"limit": {
"anyOf": [
{
"type": "integer"
},
{
"type": "null"
}
],
"default": null,
"description": "Number of results to retrieve in each page.",
"title": "Limit"
},
"pages": {
"anyOf": [
{
"type": "integer"
},
{
"type": "null"
}
],
"default": null,
"description": "The number of pages to scrape.",
"title": "Pages"
},
"parse": {
"anyOf": [
{
"type": "boolean"
},
{
"type": "null"
}
],
"default": null,
"description": "True will return structured data.",
"title": "Parse"
},
"parsing_instructions": {
"anyOf": [
{
"additionalProperties": true,
"type": "object"
},
{
"type": "null"
}
],
"default": null,
"description": "Instructions for parsing the results.",
"title": "Parsing Instructions"
},
"render": {
"anyOf": [
{
"type": "string"
},
{
"type": "null"
}
],
"default": null,
"description": "Enables JavaScript rendering.",
"title": "Render"
},
"start_page": {
"anyOf": [
{
"type": "integer"
},
{
"type": "null"
}
],
"default": null,
"description": "The starting page number.",
"title": "Start Page"
},
"user_agent_type": {
"anyOf": [
{
"type": "string"
},
{
"type": "null"
}
],
"default": null,
"description": "Device type and browser.",
"title": "User Agent Type"
}
},
"title": "OxylabsGoogleSearchScraperConfig",
"type": "object"
}
},
"description": "Scrape Google Search results with OxylabsGoogleSearchScraperTool.\n\nGet Oxylabs account:\nhttps://dashboard.oxylabs.io/en\n\nArgs:\n username (str): Oxylabs username.\n password (str): Oxylabs password.\n config: Configuration options. See ``OxylabsGoogleSearchScraperConfig``",
"properties": {
"config": {
"$ref": "#/$defs/OxylabsGoogleSearchScraperConfig"
},
"oxylabs_api": {
"title": "Oxylabs Api"
}
},
"required": [
"oxylabs_api",
"config"
],
"title": "OxylabsGoogleSearchScraperTool",
"type": "object"
},
"name": "OxylabsGoogleSearchScraperTool",
"package_dependencies": [
"oxylabs"
],
"run_params_schema": {
"properties": {
"query": {
"description": "Search query",
"title": "Query",
"type": "string"
}
},
"required": [
"query"
],
"title": "OxylabsGoogleSearchScraperArgs",
"type": "object"
}
},
{
"description": "Scrape any url with Oxylabs Universal Scraper",
"env_vars": [
{
"default": null,
"description": "Username for Oxylabs",
"name": "OXYLABS_USERNAME",
"required": true
},
{
"default": null,
"description": "Password for Oxylabs",
"name": "OXYLABS_PASSWORD",
"required": true
}
],
"humanized_name": "Oxylabs Universal Scraper tool",
"init_params_schema": {
"$defs": {
"EnvVar": {
"properties": {
"default": {
"anyOf": [
{
"type": "string"
},
{
"type": "null"
}
],
"default": null,
"title": "Default"
},
"description": {
"title": "Description",
"type": "string"
},
"name": {
"title": "Name",
"type": "string"
},
"required": {
"default": true,
"title": "Required",
"type": "boolean"
}
},
"required": [
"name",
"description"
],
"title": "EnvVar",
"type": "object"
},
"OxylabsUniversalScraperConfig": {
"description": "Universal Scraper configuration options:\nhttps://developers.oxylabs.io/scraper-apis/web-scraper-api/other-websites",
"properties": {
"callback_url": {
"anyOf": [
{
"type": "string"
},
{
"type": "null"
}
],
"default": null,
"description": "URL to your callback endpoint.",
"title": "Callback Url"
},
"context": {
"anyOf": [
{
"items": {},
"type": "array"
},
{
"type": "null"
}
],
"default": null,
"description": "Additional advanced settings and controls for specialized requirements.",
"title": "Context"
},
"geo_location": {
"anyOf": [
{
"type": "string"
},
{
"type": "null"
}
],
"default": null,
"description": "The Deliver to location.",
"title": "Geo Location"
},
"parse": {
"anyOf": [
{
"type": "boolean"
},
{
"type": "null"
}
],
"default": null,
"description": "True will return structured data.",
"title": "Parse"
},
"parsing_instructions": {
"anyOf": [
{
"additionalProperties": true,
"type": "object"
},
{
"type": "null"
}
],
"default": null,
"description": "Instructions for parsing the results.",
"title": "Parsing Instructions"
},
"render": {
"anyOf": [
{
"type": "string"
},
{
"type": "null"
}
],
"default": null,
"description": "Enables JavaScript rendering.",
"title": "Render"
},
"user_agent_type": {
"anyOf": [
{
"type": "string"
},
{
"type": "null"
}
],
"default": null,
"description": "Device type and browser.",
"title": "User Agent Type"
}
},
"title": "OxylabsUniversalScraperConfig",
"type": "object"
}
},
"description": "Scrape any website with OxylabsUniversalScraperTool.\n\nGet Oxylabs account:\nhttps://dashboard.oxylabs.io/en\n\nArgs:\n username (str): Oxylabs username.\n password (str): Oxylabs password.\n config: Configuration options. See ``OxylabsUniversalScraperConfig``",
"properties": {
"config": {
"$ref": "#/$defs/OxylabsUniversalScraperConfig"
},
"oxylabs_api": {
"title": "Oxylabs Api"
}
},
"required": [
"oxylabs_api",
"config"
],
"title": "OxylabsUniversalScraperTool",
"type": "object"
},
"name": "OxylabsUniversalScraperTool",
"package_dependencies": [
"oxylabs"
],
"run_params_schema": {
"properties": {
"url": {
"description": "Website URL",
"title": "Url",
"type": "string"
}
},
"required": [
"url"
],
"title": "OxylabsUniversalScraperArgs",
"type": "object"
}
},
{
"description": "A tool that can be used to semantic search a query from a PDF's content.",
"env_vars": [],
"humanized_name": "Search a PDF's content",
"init_params_schema": {
"$defs": {
"Adapter": {
"properties": {},
"title": "Adapter",
"type": "object"
},
"EnvVar": {
"properties": {
"default": {
"anyOf": [
{
"type": "string"
},
{
"type": "null"
}
],
"default": null,
"title": "Default"
},
"description": {
"title": "Description",
"type": "string"
},
"name": {
"title": "Name",
"type": "string"
},
"required": {
"default": true,
"title": "Required",
"type": "boolean"
}
},
"required": [
"name",
"description"
],
"title": "EnvVar",
"type": "object"
}
},
"properties": {
"adapter": {
"$ref": "#/$defs/Adapter"
},
"config": {
"anyOf": [
{
"additionalProperties": true,
"type": "object"
},
{
"type": "null"
}
],
"default": null,
"title": "Config"
},
"summarize": {
"default": false,
"title": "Summarize",
"type": "boolean"
}
},
"title": "PDFSearchTool",
"type": "object"
},
"name": "PDFSearchTool",
"package_dependencies": [],
"run_params_schema": {
"description": "Input for PDFSearchTool.",
"properties": {
"pdf": {
"description": "Mandatory pdf path you want to search",
"title": "Pdf",
"type": "string"
},
"query": {
"description": "Mandatory query you want to use to search the PDF's content",
"title": "Query",
"type": "string"
}
},
"required": [
"query",
"pdf"
],
"title": "PDFSearchToolSchema",
"type": "object"
}
},
{
"description": "A tool that can be used to semantic search a query from a database table's content.",
"env_vars": [],
"humanized_name": "Search a database's table content",
"init_params_schema": {
"$defs": {
"Adapter": {
"properties": {},
"title": "Adapter",
"type": "object"
},
"EnvVar": {
"properties": {
"default": {
"anyOf": [
{
"type": "string"
},
{
"type": "null"
}
],
"default": null,
"title": "Default"
},
"description": {
"title": "Description",
"type": "string"
},
"name": {
"title": "Name",
"type": "string"
},
"required": {
"default": true,
"title": "Required",
"type": "boolean"
}
},
"required": [
"name",
"description"
],
"title": "EnvVar",
"type": "object"
}
},
"properties": {
"adapter": {
"$ref": "#/$defs/Adapter"
},
"config": {
"anyOf": [
{
"additionalProperties": true,
"type": "object"
},
{
"type": "null"
}
],
"default": null,
"title": "Config"
},
"db_uri": {
"description": "Mandatory database URI",
"title": "Db Uri",
"type": "string"
},
"summarize": {
"default": false,
"title": "Summarize",
"type": "boolean"
}
},
"required": [
"db_uri"
],
"title": "PGSearchTool",
"type": "object"
},
"name": "PGSearchTool",
"package_dependencies": [],
"run_params_schema": {
"description": "Input for PGSearchTool.",
"properties": {
"search_query": {
"description": "Mandatory semantic search query you want to use to search the database's content",
"title": "Search Query",
"type": "string"
}
},
"required": [
"search_query"
],
"title": "PGSearchToolSchema",
"type": "object"
}
},
{
"description": "Search the web using Parallel's Search API (v1beta). Returns ranked results with compressed excerpts optimized for LLMs.",
"env_vars": [
{
"default": null,
"description": "API key for Parallel",
"name": "PARALLEL_API_KEY",
"required": true
}
],
"humanized_name": "Parallel Web Search Tool",
"init_params_schema": {
"$defs": {
"EnvVar": {
"properties": {
"default": {
"anyOf": [
{
"type": "string"
},
{
"type": "null"
}
],
"default": null,
"title": "Default"
},
"description": {
"title": "Description",
"type": "string"
},
"name": {
"title": "Name",
"type": "string"
},
"required": {
"default": true,
"title": "Required",
"type": "boolean"
}
},
"required": [
"name",
"description"
],
"title": "EnvVar",
"type": "object"
}
},
"properties": {
"search_url": {
"default": "https://api.parallel.ai/v1beta/search",
"title": "Search Url",
"type": "string"
}
},
"title": "ParallelSearchTool",
"type": "object"
},
"name": "ParallelSearchTool",
"package_dependencies": [
"requests"
],
"run_params_schema": {
"description": "Input schema for ParallelSearchTool using the Search API (v1beta).\n\nAt least one of objective or search_queries is required.",
"properties": {
"max_chars_per_result": {
"default": 6000,
"description": "Maximum characters per result excerpt (values >30000 not guaranteed)",
"minimum": 100,
"title": "Max Chars Per Result",
"type": "integer"
},
"max_results": {
"default": 10,
"description": "Maximum number of search results to return (processor limits apply)",
"maximum": 40,
"minimum": 1,
"title": "Max Results",
"type": "integer"
},
"objective": {
"anyOf": [
{
"maxLength": 5000,
"type": "string"
},
{
"type": "null"
}
],
"default": null,
"description": "Natural-language goal for the web research (<=5000 chars)",
"title": "Objective"
},
"processor": {
"default": "base",
"description": "Search processor: 'base' (fast/low cost) or 'pro' (higher quality/freshness)",
"pattern": "^(base|pro)$",
"title": "Processor",
"type": "string"
},
"search_queries": {
"anyOf": [
{
"items": {
"maxLength": 200,
"type": "string"
},
"maxItems": 5,
"minItems": 1,
"type": "array"
},
{
"type": "null"
}
],
"default": null,
"description": "Optional list of keyword queries (<=5 items, each <=200 chars)",
"title": "Search Queries"
},
"source_policy": {
"anyOf": [
{
"additionalProperties": true,
"type": "object"
},
{
"type": "null"
}
],
"default": null,
"description": "Optional source policy configuration",
"title": "Source Policy"
}
},
"title": "ParallelSearchInput",
"type": "object"
}
},
{
"description": "",
"env_vars": [
{
"default": null,
"description": "API key for Patronus evaluation services",
"name": "PATRONUS_API_KEY",
"required": true
}
],
"humanized_name": "Patronus Evaluation Tool",
"init_params_schema": {
"$defs": {
"EnvVar": {
"properties": {
"default": {
"anyOf": [
{
"type": "string"
},
{
"type": "null"
}
],
"default": null,
"title": "Default"
},
"description": {
"title": "Description",
"type": "string"
},
"name": {
"title": "Name",
"type": "string"
},
"required": {
"default": true,
"title": "Required",
"type": "boolean"
}
},
"required": [
"name",
"description"
],
"title": "EnvVar",
"type": "object"
}
},
"properties": {
"criteria": {
"default": [],
"items": {
"additionalProperties": {
"type": "string"
},
"type": "object"
},
"title": "Criteria",
"type": "array"
},
"evaluate_url": {
"default": "https://api.patronus.ai/v1/evaluate",
"title": "Evaluate Url",
"type": "string"
},
"evaluators": {
"default": [],
"items": {
"additionalProperties": {
"type": "string"
},
"type": "object"
},
"title": "Evaluators",
"type": "array"
}
},
"title": "PatronusEvalTool",
"type": "object"
},
"name": "PatronusEvalTool",
"package_dependencies": [],
"run_params_schema": {}
},
{
"description": "This tool calls the Patronus Evaluation API that takes the following arguments:",
"env_vars": [],
"humanized_name": "Call Patronus API tool for evaluation of model inputs and outputs",
"init_params_schema": {
"$defs": {
"EnvVar": {
"properties": {
"default": {
"anyOf": [
{
"type": "string"
},
{
"type": "null"
}
],
"default": null,
"title": "Default"
},
"description": {
"title": "Description",
"type": "string"
},
"name": {
"title": "Name",
"type": "string"
},
"required": {
"default": true,
"title": "Required",
"type": "boolean"
}
},
"required": [
"name",
"description"
],
"title": "EnvVar",
"type": "object"
}
},
"description": "PatronusEvalTool is a tool to automatically evaluate and score agent interactions.\n\nResults are logged to the Patronus platform at app.patronus.ai",
"properties": {
"evaluate_url": {
"default": "https://api.patronus.ai/v1/evaluate",
"title": "Evaluate Url",
"type": "string"
},
"evaluators": {
"default": [],
"items": {
"additionalProperties": {
"type": "string"
},
"type": "object"
},
"title": "Evaluators",
"type": "array"
}
},
"title": "PatronusPredefinedCriteriaEvalTool",
"type": "object"
},
"name": "PatronusPredefinedCriteriaEvalTool",
"package_dependencies": [],
"run_params_schema": {
"properties": {
"evaluated_model_gold_answer": {
"additionalProperties": true,
"description": "The agent's gold answer only if available",
"title": "Evaluated Model Gold Answer",
"type": "object"
},
"evaluated_model_input": {
"additionalProperties": true,
"description": "The agent's task description in simple text",
"title": "Evaluated Model Input",
"type": "object"
},
"evaluated_model_output": {
"additionalProperties": true,
"description": "The agent's output of the task",
"title": "Evaluated Model Output",
"type": "object"
},
"evaluated_model_retrieved_context": {
"additionalProperties": true,
"description": "The agent's context",
"title": "Evaluated Model Retrieved Context",
"type": "object"
},
"evaluators": {
"description": "List of dictionaries containing the evaluator and criteria to evaluate the model input and output. An example input for this field: [{'evaluator': '[evaluator-from-user]', 'criteria': '[criteria-from-user]'}]",
"items": {
"additionalProperties": {
"type": "string"
},
"type": "object"
},
"title": "Evaluators",
"type": "array"
}
},
"required": [
"evaluated_model_input",
"evaluated_model_output",
"evaluated_model_retrieved_context",
"evaluated_model_gold_answer",
"evaluators"
],
"title": "FixedBaseToolSchema",
"type": "object"
}
},
{
"description": "A tool to search the Qdrant database for relevant information on internal documents.",
"env_vars": [],
"humanized_name": "QdrantVectorSearchTool",
"init_params_schema": {
"$defs": {
"EnvVar": {
"properties": {
"default": {
"anyOf": [
{
"type": "string"
},
{
"type": "null"
}
],
"default": null,
"title": "Default"
},
"description": {
"title": "Description",
"type": "string"
},
"name": {
"title": "Name",
"type": "string"
},
"required": {
"default": true,
"title": "Required",
"type": "boolean"
}
},
"required": [
"name",
"description"
],
"title": "EnvVar",
"type": "object"
}
},
"description": "Tool to query and filter results from a Qdrant database.\n\nThis tool enables vector similarity search on internal documents stored in Qdrant,\nwith optional filtering capabilities.\n\nAttributes:\n client: Configured QdrantClient instance\n collection_name: Name of the Qdrant collection to search\n limit: Maximum number of results to return\n score_threshold: Minimum similarity score threshold\n qdrant_url: Qdrant server URL\n qdrant_api_key: Authentication key for Qdrant",
"properties": {
"collection_name": {
"anyOf": [
{
"type": "string"
},
{
"type": "null"
}
],
"default": null,
"title": "Collection Name"
},
"filter_by": {
"anyOf": [
{
"type": "string"
},
{
"type": "null"
}
],
"default": null,
"title": "Filter By"
},
"filter_value": {
"anyOf": [
{
"type": "string"
},
{
"type": "null"
}
],
"default": null,
"title": "Filter Value"
},
"limit": {
"anyOf": [
{
"type": "integer"
},
{
"type": "null"
}
],
"default": 3,
"title": "Limit"
},
"qdrant_api_key": {
"anyOf": [
{
"type": "string"
},
{
"type": "null"
}
],
"default": null,
"description": "The API key for the Qdrant server",
"title": "Qdrant Api Key"
},
"qdrant_url": {
"description": "The URL of the Qdrant server",
"title": "Qdrant Url",
"type": "string"
},
"query": {
"anyOf": [
{
"type": "string"
},
{
"type": "null"
}
],
"default": null,
"title": "Query"
},
"score_threshold": {
"default": 0.35,
"title": "Score Threshold",
"type": "number"
}
},
"required": [
"qdrant_url"
],
"title": "QdrantVectorSearchTool",
"type": "object"
},
"name": "QdrantVectorSearchTool",
"package_dependencies": [
"qdrant-client"
],
"run_params_schema": {
"description": "Input for QdrantTool.",
"properties": {
"filter_by": {
"anyOf": [
{
"type": "string"
},
{
"type": "null"
}
],
"default": null,
"description": "Filter by properties. Pass only the properties, not the question.",
"title": "Filter By"
},
"filter_value": {
"anyOf": [
{
"type": "string"
},
{
"type": "null"
}
],
"default": null,
"description": "Filter by value. Pass only the value, not the question.",
"title": "Filter Value"
},
"query": {
"description": "The query to search retrieve relevant information from the Qdrant database. Pass only the query, not the question.",
"title": "Query",
"type": "string"
}
},
"required": [
"query"
],
"title": "QdrantToolSchema",
"type": "object"
}
},
{
"description": "A knowledge base that can be used to answer questions.",
"env_vars": [],
"humanized_name": "Knowledge base",
"init_params_schema": {
"$defs": {
"Adapter": {
"properties": {},
"title": "Adapter",
"type": "object"
},
"EnvVar": {
"properties": {
"default": {
"anyOf": [
{
"type": "string"
},
{
"type": "null"
}
],
"default": null,
"title": "Default"
},
"description": {
"title": "Description",
"type": "string"
},
"name": {
"title": "Name",
"type": "string"
},
"required": {
"default": true,
"title": "Required",
"type": "boolean"
}
},
"required": [
"name",
"description"
],
"title": "EnvVar",
"type": "object"
}
},
"properties": {
"adapter": {
"$ref": "#/$defs/Adapter"
},
"config": {
"anyOf": [
{
"additionalProperties": true,
"type": "object"
},
{
"type": "null"
}
],
"default": null,
"title": "Config"
},
"summarize": {
"default": false,
"title": "Summarize",
"type": "boolean"
}
},
"title": "RagTool",
"type": "object"
},
"name": "RagTool",
"package_dependencies": [],
"run_params_schema": {}
},
{
"description": "A tool that can be used to read a website content.",
"env_vars": [],
"humanized_name": "Read a website content",
"init_params_schema": {
"$defs": {
"EnvVar": {
"properties": {
"default": {
"anyOf": [
{
"type": "string"
},
{
"type": "null"
}
],
"default": null,
"title": "Default"
},
"description": {
"title": "Description",
"type": "string"
},
"name": {
"title": "Name",
"type": "string"
},
"required": {
"default": true,
"title": "Required",
"type": "boolean"
}
},
"required": [
"name",
"description"
],
"title": "EnvVar",
"type": "object"
}
},
"properties": {
"cookies": {
"anyOf": [
{
"additionalProperties": true,
"type": "object"
},
{
"type": "null"
}
],
"default": null,
"title": "Cookies"
},
"css_element": {
"anyOf": [
{
"type": "string"
},
{
"type": "null"
}
],
"default": null,
"title": "Css Element"
},
"headers": {
"anyOf": [
{
"additionalProperties": true,
"type": "object"
},
{
"type": "null"
}
],
"default": {
"Accept": "text/html,application/xhtml+xml,application/xml;q=0.9,image/avif,image/webp,image/apng,*/*;q=0.8,application/signed-exchange;v=b3;q=0.9",
"Accept-Encoding": "gzip, deflate, br",
"Accept-Language": "en-US,en;q=0.9",
"Connection": "keep-alive",
"Referer": "https://www.google.com/",
"Upgrade-Insecure-Requests": "1",
"User-Agent": "Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/96.0.4664.110 Safari/537.36"
},
"title": "Headers"
},
"website_url": {
"anyOf": [
{
"type": "string"
},
{
"type": "null"
}
],
"default": null,
"title": "Website Url"
}
},
"title": "ScrapeElementFromWebsiteTool",
"type": "object"
},
"name": "ScrapeElementFromWebsiteTool",
"package_dependencies": [],
"run_params_schema": {
"description": "Input for ScrapeElementFromWebsiteTool.",
"properties": {
"css_element": {
"description": "Mandatory css reference for element to scrape from the website",
"title": "Css Element",
"type": "string"
},
"website_url": {
"description": "Mandatory website url to read the file",
"title": "Website Url",
"type": "string"
}
},
"required": [
"website_url",
"css_element"
],
"title": "ScrapeElementFromWebsiteToolSchema",
"type": "object"
}
},
{
"description": "A tool that can be used to read a website content.",
"env_vars": [],
"humanized_name": "Read website content",
"init_params_schema": {
"$defs": {
"EnvVar": {
"properties": {
"default": {
"anyOf": [
{
"type": "string"
},
{
"type": "null"
}
],
"default": null,
"title": "Default"
},
"description": {
"title": "Description",
"type": "string"
},
"name": {
"title": "Name",
"type": "string"
},
"required": {
"default": true,
"title": "Required",
"type": "boolean"
}
},
"required": [
"name",
"description"
],
"title": "EnvVar",
"type": "object"
}
},
"properties": {
"cookies": {
"anyOf": [
{
"additionalProperties": true,
"type": "object"
},
{
"type": "null"
}
],
"default": null,
"title": "Cookies"
},
"headers": {
"anyOf": [
{
"additionalProperties": true,
"type": "object"
},
{
"type": "null"
}
],
"default": {
"Accept": "text/html,application/xhtml+xml,application/xml;q=0.9,image/avif,image/webp,image/apng,*/*;q=0.8,application/signed-exchange;v=b3;q=0.9",
"Accept-Language": "en-US,en;q=0.9",
"Connection": "keep-alive",
"Referer": "https://www.google.com/",
"Upgrade-Insecure-Requests": "1",
"User-Agent": "Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/96.0.4664.110 Safari/537.36"
},
"title": "Headers"
},
"website_url": {
"anyOf": [
{
"type": "string"
},
{
"type": "null"
}
],
"default": null,
"title": "Website Url"
}
},
"title": "ScrapeWebsiteTool",
"type": "object"
},
"name": "ScrapeWebsiteTool",
"package_dependencies": [],
"run_params_schema": {
"description": "Input for ScrapeWebsiteTool.",
"properties": {
"website_url": {
"description": "Mandatory website url to read the file",
"title": "Website Url",
"type": "string"
}
},
"required": [
"website_url"
],
"title": "ScrapeWebsiteToolSchema",
"type": "object"
}
},
{
"description": "A tool that uses Scrapegraph AI to intelligently scrape website content.",
"env_vars": [
{
"default": null,
"description": "API key for Scrapegraph AI services",
"name": "SCRAPEGRAPH_API_KEY",
"required": false
}
],
"humanized_name": "Scrapegraph website scraper",
"init_params_schema": {
"$defs": {
"EnvVar": {
"properties": {
"default": {
"anyOf": [
{
"type": "string"
},
{
"type": "null"
}
],
"default": null,
"title": "Default"
},
"description": {
"title": "Description",
"type": "string"
},
"name": {
"title": "Name",
"type": "string"
},
"required": {
"default": true,
"title": "Required",
"type": "boolean"
}
},
"required": [
"name",
"description"
],
"title": "EnvVar",
"type": "object"
}
},
"description": "A tool that uses Scrapegraph AI to intelligently scrape website content.\n\nRaises:\n ValueError: If API key is missing or URL format is invalid\n RateLimitError: If API rate limits are exceeded\n RuntimeError: If scraping operation fails",
"properties": {
"api_key": {
"anyOf": [
{
"type": "string"
},
{
"type": "null"
}
],
"default": null,
"title": "Api Key"
},
"enable_logging": {
"default": false,
"title": "Enable Logging",
"type": "boolean"
},
"user_prompt": {
"anyOf": [
{
"type": "string"
},
{
"type": "null"
}
],
"default": null,
"title": "User Prompt"
},
"website_url": {
"anyOf": [
{
"type": "string"
},
{
"type": "null"
}
],
"default": null,
"title": "Website Url"
}
},
"title": "ScrapegraphScrapeTool",
"type": "object"
},
"name": "ScrapegraphScrapeTool",
"package_dependencies": [
"scrapegraph-py"
],
"run_params_schema": {
"description": "Input for ScrapegraphScrapeTool.",
"properties": {
"user_prompt": {
"default": "Extract the main content of the webpage",
"description": "Prompt to guide the extraction of content",
"title": "User Prompt",
"type": "string"
},
"website_url": {
"description": "Mandatory website url to scrape",
"title": "Website Url",
"type": "string"
}
},
"required": [
"website_url"
],
"title": "ScrapegraphScrapeToolSchema",
"type": "object"
}
},
{
"description": "Scrape a webpage url using Scrapfly and return its content as markdown or text",
"env_vars": [
{
"default": null,
"description": "API key for Scrapfly",
"name": "SCRAPFLY_API_KEY",
"required": true
}
],
"humanized_name": "Scrapfly web scraping API tool",
"init_params_schema": {
"$defs": {
"EnvVar": {
"properties": {
"default": {
"anyOf": [
{
"type": "string"
},
{
"type": "null"
}
],
"default": null,
"title": "Default"
},
"description": {
"title": "Description",
"type": "string"
},
"name": {
"title": "Name",
"type": "string"
},
"required": {
"default": true,
"title": "Required",
"type": "boolean"
}
},
"required": [
"name",
"description"
],
"title": "EnvVar",
"type": "object"
}
},
"properties": {
"api_key": {
"default": null,
"title": "Api Key",
"type": "string"
},
"scrapfly": {
"anyOf": [
{},
{
"type": "null"
}
],
"default": null,
"title": "Scrapfly"
}
},
"title": "ScrapflyScrapeWebsiteTool",
"type": "object"
},
"name": "ScrapflyScrapeWebsiteTool",
"package_dependencies": [
"scrapfly-sdk"
],
"run_params_schema": {
"properties": {
"ignore_scrape_failures": {
"anyOf": [
{
"type": "boolean"
},
{
"type": "null"
}
],
"default": null,
"description": "whether to ignore failures",
"title": "Ignore Scrape Failures"
},
"scrape_config": {
"anyOf": [
{
"additionalProperties": true,
"type": "object"
},
{
"type": "null"
}
],
"default": null,
"description": "Scrapfly request scrape config",
"title": "Scrape Config"
},
"scrape_format": {
"anyOf": [
{
"enum": [
"raw",
"markdown",
"text"
],
"type": "string"
},
{
"type": "null"
}
],
"default": "markdown",
"description": "Webpage extraction format",
"title": "Scrape Format"
},
"url": {
"description": "Webpage URL",
"title": "Url",
"type": "string"
}
},
"required": [
"url"
],
"title": "ScrapflyScrapeWebsiteToolSchema",
"type": "object"
}
},
{
"description": "A tool that can be used to read a website content.",
"env_vars": [],
"humanized_name": "Read a website content",
"init_params_schema": {
"$defs": {
"EnvVar": {
"properties": {
"default": {
"anyOf": [
{
"type": "string"
},
{
"type": "null"
}
],
"default": null,
"title": "Default"
},
"description": {
"title": "Description",
"type": "string"
},
"name": {
"title": "Name",
"type": "string"
},
"required": {
"default": true,
"title": "Required",
"type": "boolean"
}
},
"required": [
"name",
"description"
],
"title": "EnvVar",
"type": "object"
}
},
"properties": {
"cookie": {
"anyOf": [
{
"additionalProperties": true,
"type": "object"
},
{
"type": "null"
}
],
"default": null,
"title": "Cookie"
},
"css_element": {
"anyOf": [
{
"type": "string"
},
{
"type": "null"
}
],
"default": null,
"title": "Css Element"
},
"driver": {
"anyOf": [
{},
{
"type": "null"
}
],
"default": null,
"title": "Driver"
},
"return_html": {
"anyOf": [
{
"type": "boolean"
},
{
"type": "null"
}
],
"default": false,
"title": "Return Html"
},
"wait_time": {
"anyOf": [
{
"type": "integer"
},
{
"type": "null"
}
],
"default": 3,
"title": "Wait Time"
},
"website_url": {
"anyOf": [
{
"type": "string"
},
{
"type": "null"
}
],
"default": null,
"title": "Website Url"
}
},
"title": "SeleniumScrapingTool",
"type": "object"
},
"name": "SeleniumScrapingTool",
"package_dependencies": [
"selenium",
"webdriver-manager"
],
"run_params_schema": {
"description": "Input for SeleniumScrapingTool.",
"properties": {
"css_element": {
"description": "Mandatory css reference for element to scrape from the website",
"title": "Css Element",
"type": "string"
},
"website_url": {
"description": "Mandatory website url to read the file. Must start with http:// or https://",
"title": "Website Url",
"type": "string"
}
},
"required": [
"website_url",
"css_element"
],
"title": "SeleniumScrapingToolSchema",
"type": "object"
}
},
{
"description": "A tool to perform to perform a Google search with a search_query.",
"env_vars": [
{
"default": null,
"description": "API key for SerpApi searches",
"name": "SERPAPI_API_KEY",
"required": true
}
],
"humanized_name": "Google Search",
"init_params_schema": {
"$defs": {
"EnvVar": {
"properties": {
"default": {
"anyOf": [
{
"type": "string"
},
{
"type": "null"
}
],
"default": null,
"title": "Default"
},
"description": {
"title": "Description",
"type": "string"
},
"name": {
"title": "Name",
"type": "string"
},
"required": {
"default": true,
"title": "Required",
"type": "boolean"
}
},
"required": [
"name",
"description"
],
"title": "EnvVar",
"type": "object"
}
},
"properties": {
"client": {
"anyOf": [
{},
{
"type": "null"
}
],
"default": null,
"title": "Client"
}
},
"title": "SerpApiGoogleSearchTool",
"type": "object"
},
"name": "SerpApiGoogleSearchTool",
"package_dependencies": [
"serpapi"
],
"run_params_schema": {
"description": "Input for Google Search.",
"properties": {
"location": {
"anyOf": [
{
"type": "string"
},
{
"type": "null"
}
],
"default": null,
"description": "Location you want the search to be performed in.",
"title": "Location"
},
"search_query": {
"description": "Mandatory search query you want to use to Google search.",
"title": "Search Query",
"type": "string"
}
},
"required": [
"search_query"
],
"title": "SerpApiGoogleSearchToolSchema",
"type": "object"
}
},
{
"description": "A tool to perform search on Google shopping with a search_query.",
"env_vars": [
{
"default": null,
"description": "API key for SerpApi searches",
"name": "SERPAPI_API_KEY",
"required": true
}
],
"humanized_name": "Google Shopping",
"init_params_schema": {
"$defs": {
"EnvVar": {
"properties": {
"default": {
"anyOf": [
{
"type": "string"
},
{
"type": "null"
}
],
"default": null,
"title": "Default"
},
"description": {
"title": "Description",
"type": "string"
},
"name": {
"title": "Name",
"type": "string"
},
"required": {
"default": true,
"title": "Required",
"type": "boolean"
}
},
"required": [
"name",
"description"
],
"title": "EnvVar",
"type": "object"
}
},
"properties": {
"client": {
"anyOf": [
{},
{
"type": "null"
}
],
"default": null,
"title": "Client"
}
},
"title": "SerpApiGoogleShoppingTool",
"type": "object"
},
"name": "SerpApiGoogleShoppingTool",
"package_dependencies": [
"serpapi"
],
"run_params_schema": {
"description": "Input for Google Shopping.",
"properties": {
"location": {
"anyOf": [
{
"type": "string"
},
{
"type": "null"
}
],
"default": null,
"description": "Location you want the search to be performed in.",
"title": "Location"
},
"search_query": {
"description": "Mandatory search query you want to use to Google shopping.",
"title": "Search Query",
"type": "string"
}
},
"required": [
"search_query"
],
"title": "SerpApiGoogleShoppingToolSchema",
"type": "object"
}
},
{
"description": "A tool that can be used to search the internet with a search_query. Supports different search types: 'search' (default), 'news'",
"env_vars": [
{
"default": null,
"description": "API key for Serper",
"name": "SERPER_API_KEY",
"required": true
}
],
"humanized_name": "Search the internet with Serper",
"init_params_schema": {
"$defs": {
"EnvVar": {
"properties": {
"default": {
"anyOf": [
{
"type": "string"
},
{
"type": "null"
}
],
"default": null,
"title": "Default"
},
"description": {
"title": "Description",
"type": "string"
},
"name": {
"title": "Name",
"type": "string"
},
"required": {
"default": true,
"title": "Required",
"type": "boolean"
}
},
"required": [
"name",
"description"
],
"title": "EnvVar",
"type": "object"
}
},
"properties": {
"base_url": {
"default": "https://google.serper.dev",
"title": "Base Url",
"type": "string"
},
"country": {
"anyOf": [
{
"type": "string"
},
{
"type": "null"
}
],
"default": "",
"title": "Country"
},
"locale": {
"anyOf": [
{
"type": "string"
},
{
"type": "null"
}
],
"default": "",
"title": "Locale"
},
"location": {
"anyOf": [
{
"type": "string"
},
{
"type": "null"
}
],
"default": "",
"title": "Location"
},
"n_results": {
"default": 10,
"title": "N Results",
"type": "integer"
},
"save_file": {
"default": false,
"title": "Save File",
"type": "boolean"
},
"search_type": {
"default": "search",
"title": "Search Type",
"type": "string"
}
},
"title": "SerperDevTool",
"type": "object"
},
"name": "SerperDevTool",
"package_dependencies": [],
"run_params_schema": {
"description": "Input for SerperDevTool.",
"properties": {
"search_query": {
"description": "Mandatory search query you want to use to search the internet",
"title": "Search Query",
"type": "string"
}
},
"required": [
"search_query"
],
"title": "SerperDevToolSchema",
"type": "object"
}
},
{
"description": "Scrapes website content using Serper's scraping API. This tool can extract clean, readable content from any website URL, optionally including markdown formatting for better structure.",
"env_vars": [
{
"default": null,
"description": "API key for Serper",
"name": "SERPER_API_KEY",
"required": true
}
],
"humanized_name": "serper_scrape_website",
"init_params_schema": {
"$defs": {
"EnvVar": {
"properties": {
"default": {
"anyOf": [
{
"type": "string"
},
{
"type": "null"
}
],
"default": null,
"title": "Default"
},
"description": {
"title": "Description",
"type": "string"
},
"name": {
"title": "Name",
"type": "string"
},
"required": {
"default": true,
"title": "Required",
"type": "boolean"
}
},
"required": [
"name",
"description"
],
"title": "EnvVar",
"type": "object"
}
},
"properties": {},
"title": "SerperScrapeWebsiteTool",
"type": "object"
},
"name": "SerperScrapeWebsiteTool",
"package_dependencies": [],
"run_params_schema": {
"description": "Input schema for SerperScrapeWebsite.",
"properties": {
"include_markdown": {
"default": true,
"description": "Whether to include markdown formatting in the scraped content",
"title": "Include Markdown",
"type": "boolean"
},
"url": {
"description": "The URL of the website to scrape",
"title": "Url",
"type": "string"
}
},
"required": [
"url"
],
"title": "SerperScrapeWebsiteInput",
"type": "object"
}
},
{
"description": "A tool to perform to perform a job search in the US with a search_query.",
"env_vars": [
{
"default": null,
"description": "API key for Serply services",
"name": "SERPLY_API_KEY",
"required": true
}
],
"humanized_name": "Job Search",
"init_params_schema": {
"$defs": {
"Adapter": {
"properties": {},
"title": "Adapter",
"type": "object"
},
"EnvVar": {
"properties": {
"default": {
"anyOf": [
{
"type": "string"
},
{
"type": "null"
}
],
"default": null,
"title": "Default"
},
"description": {
"title": "Description",
"type": "string"
},
"name": {
"title": "Name",
"type": "string"
},
"required": {
"default": true,
"title": "Required",
"type": "boolean"
}
},
"required": [
"name",
"description"
],
"title": "EnvVar",
"type": "object"
}
},
"properties": {
"adapter": {
"$ref": "#/$defs/Adapter"
},
"config": {
"anyOf": [
{
"additionalProperties": true,
"type": "object"
},
{
"type": "null"
}
],
"default": null,
"title": "Config"
},
"headers": {
"anyOf": [
{
"additionalProperties": true,
"type": "object"
},
{
"type": "null"
}
],
"default": {},
"title": "Headers"
},
"proxy_location": {
"anyOf": [
{
"type": "string"
},
{
"type": "null"
}
],
"default": "US",
"title": "Proxy Location"
},
"request_url": {
"default": "https://api.serply.io/v1/job/search/",
"title": "Request Url",
"type": "string"
},
"summarize": {
"default": false,
"title": "Summarize",
"type": "boolean"
}
},
"title": "SerplyJobSearchTool",
"type": "object"
},
"name": "SerplyJobSearchTool",
"package_dependencies": [],
"run_params_schema": {
"description": "Input for Job Search.",
"properties": {
"search_query": {
"description": "Mandatory search query you want to use to fetch jobs postings.",
"title": "Search Query",
"type": "string"
}
},
"required": [
"search_query"
],
"title": "SerplyJobSearchToolSchema",
"type": "object"
}
},
{
"description": "A tool to perform News article search with a search_query.",
"env_vars": [
{
"default": null,
"description": "API key for Serply services",
"name": "SERPLY_API_KEY",
"required": true
}
],
"humanized_name": "News Search",
"init_params_schema": {
"$defs": {
"EnvVar": {
"properties": {
"default": {
"anyOf": [
{
"type": "string"
},
{
"type": "null"
}
],
"default": null,
"title": "Default"
},
"description": {
"title": "Description",
"type": "string"
},
"name": {
"title": "Name",
"type": "string"
},
"required": {
"default": true,
"title": "Required",
"type": "boolean"
}
},
"required": [
"name",
"description"
],
"title": "EnvVar",
"type": "object"
}
},
"properties": {
"headers": {
"anyOf": [
{
"additionalProperties": true,
"type": "object"
},
{
"type": "null"
}
],
"default": {},
"title": "Headers"
},
"limit": {
"anyOf": [
{
"type": "integer"
},
{
"type": "null"
}
],
"default": 10,
"title": "Limit"
},
"proxy_location": {
"anyOf": [
{
"type": "string"
},
{
"type": "null"
}
],
"default": "US",
"title": "Proxy Location"
},
"search_url": {
"default": "https://api.serply.io/v1/news/",
"title": "Search Url",
"type": "string"
}
},
"title": "SerplyNewsSearchTool",
"type": "object"
},
"name": "SerplyNewsSearchTool",
"package_dependencies": [],
"run_params_schema": {
"description": "Input for Serply News Search.",
"properties": {
"search_query": {
"description": "Mandatory search query you want to use to fetch news articles",
"title": "Search Query",
"type": "string"
}
},
"required": [
"search_query"
],
"title": "SerplyNewsSearchToolSchema",
"type": "object"
}
},
{
"description": "A tool to perform scholarly literature search with a search_query.",
"env_vars": [
{
"default": null,
"description": "API key for Serply services",
"name": "SERPLY_API_KEY",
"required": true
}
],
"humanized_name": "Scholar Search",
"init_params_schema": {
"$defs": {
"EnvVar": {
"properties": {
"default": {
"anyOf": [
{
"type": "string"
},
{
"type": "null"
}
],
"default": null,
"title": "Default"
},
"description": {
"title": "Description",
"type": "string"
},
"name": {
"title": "Name",
"type": "string"
},
"required": {
"default": true,
"title": "Required",
"type": "boolean"
}
},
"required": [
"name",
"description"
],
"title": "EnvVar",
"type": "object"
}
},
"properties": {
"headers": {
"anyOf": [
{
"additionalProperties": true,
"type": "object"
},
{
"type": "null"
}
],
"default": {},
"title": "Headers"
},
"hl": {
"anyOf": [
{
"type": "string"
},
{
"type": "null"
}
],
"default": "us",
"title": "Hl"
},
"proxy_location": {
"anyOf": [
{
"type": "string"
},
{
"type": "null"
}
],
"default": "US",
"title": "Proxy Location"
},
"search_url": {
"default": "https://api.serply.io/v1/scholar/",
"title": "Search Url",
"type": "string"
}
},
"title": "SerplyScholarSearchTool",
"type": "object"
},
"name": "SerplyScholarSearchTool",
"package_dependencies": [],
"run_params_schema": {
"description": "Input for Serply Scholar Search.",
"properties": {
"search_query": {
"description": "Mandatory search query you want to use to fetch scholarly literature",
"title": "Search Query",
"type": "string"
}
},
"required": [
"search_query"
],
"title": "SerplyScholarSearchToolSchema",
"type": "object"
}
},
{
"description": "A tool to perform Google search with a search_query.",
"env_vars": [
{
"default": null,
"description": "API key for Serply services",
"name": "SERPLY_API_KEY",
"required": true
}
],
"humanized_name": "Google Search",
"init_params_schema": {
"$defs": {
"EnvVar": {
"properties": {
"default": {
"anyOf": [
{
"type": "string"
},
{
"type": "null"
}
],
"default": null,
"title": "Default"
},
"description": {
"title": "Description",
"type": "string"
},
"name": {
"title": "Name",
"type": "string"
},
"required": {
"default": true,
"title": "Required",
"type": "boolean"
}
},
"required": [
"name",
"description"
],
"title": "EnvVar",
"type": "object"
}
},
"properties": {
"device_type": {
"anyOf": [
{
"type": "string"
},
{
"type": "null"
}
],
"default": "desktop",
"title": "Device Type"
},
"headers": {
"anyOf": [
{
"additionalProperties": true,
"type": "object"
},
{
"type": "null"
}
],
"default": {},
"title": "Headers"
},
"hl": {
"anyOf": [
{
"type": "string"
},
{
"type": "null"
}
],
"default": "us",
"title": "Hl"
},
"limit": {
"anyOf": [
{
"type": "integer"
},
{
"type": "null"
}
],
"default": 10,
"title": "Limit"
},
"proxy_location": {
"anyOf": [
{
"type": "string"
},
{
"type": "null"
}
],
"default": "US",
"title": "Proxy Location"
},
"query_payload": {
"anyOf": [
{
"additionalProperties": true,
"type": "object"
},
{
"type": "null"
}
],
"default": {},
"title": "Query Payload"
},
"search_url": {
"default": "https://api.serply.io/v1/search/",
"title": "Search Url",
"type": "string"
}
},
"title": "SerplyWebSearchTool",
"type": "object"
},
"name": "SerplyWebSearchTool",
"package_dependencies": [],
"run_params_schema": {
"description": "Input for Serply Web Search.",
"properties": {
"search_query": {
"description": "Mandatory search query you want to use to Google search",
"title": "Search Query",
"type": "string"
}
},
"required": [
"search_query"
],
"title": "SerplyWebSearchToolSchema",
"type": "object"
}
},
{
"description": "A tool to perform convert a webpage to markdown to make it easier for LLMs to understand",
"env_vars": [
{
"default": null,
"description": "API key for Serply services",
"name": "SERPLY_API_KEY",
"required": true
}
],
"humanized_name": "Webpage to Markdown",
"init_params_schema": {
"$defs": {
"Adapter": {
"properties": {},
"title": "Adapter",
"type": "object"
},
"EnvVar": {
"properties": {
"default": {
"anyOf": [
{
"type": "string"
},
{
"type": "null"
}
],
"default": null,
"title": "Default"
},
"description": {
"title": "Description",
"type": "string"
},
"name": {
"title": "Name",
"type": "string"
},
"required": {
"default": true,
"title": "Required",
"type": "boolean"
}
},
"required": [
"name",
"description"
],
"title": "EnvVar",
"type": "object"
}
},
"properties": {
"adapter": {
"$ref": "#/$defs/Adapter"
},
"config": {
"anyOf": [
{
"additionalProperties": true,
"type": "object"
},
{
"type": "null"
}
],
"default": null,
"title": "Config"
},
"headers": {
"anyOf": [
{
"additionalProperties": true,
"type": "object"
},
{
"type": "null"
}
],
"default": {},
"title": "Headers"
},
"proxy_location": {
"anyOf": [
{
"type": "string"
},
{
"type": "null"
}
],
"default": "US",
"title": "Proxy Location"
},
"request_url": {
"default": "https://api.serply.io/v1/request",
"title": "Request Url",
"type": "string"
},
"summarize": {
"default": false,
"title": "Summarize",
"type": "boolean"
}
},
"title": "SerplyWebpageToMarkdownTool",
"type": "object"
},
"name": "SerplyWebpageToMarkdownTool",
"package_dependencies": [],
"run_params_schema": {
"description": "Input for Serply Search.",
"properties": {
"url": {
"description": "Mandatory url you want to use to fetch and convert to markdown",
"title": "Url",
"type": "string"
}
},
"required": [
"url"
],
"title": "SerplyWebpageToMarkdownToolSchema",
"type": "object"
}
},
{
"description": "A tool that can be used to semantic search a query from a database.",
"env_vars": [
{
"default": null,
"description": "A comprehensive URL string that can encapsulate host, port, username, password, and database information, often used in environments like SingleStore notebooks or specific frameworks. For example: 'me:p455w0rd@s2-host.com/my_db'",
"name": "SINGLESTOREDB_URL",
"required": false
},
{
"default": null,
"description": "Specifies the hostname, IP address, or URL of the SingleStoreDB workspace or cluster",
"name": "SINGLESTOREDB_HOST",
"required": false
},
{
"default": null,
"description": "Defines the port number on which the SingleStoreDB server is listening",
"name": "SINGLESTOREDB_PORT",
"required": false
},
{
"default": null,
"description": "Specifies the database user name",
"name": "SINGLESTOREDB_USER",
"required": false
},
{
"default": null,
"description": "Specifies the database user password",
"name": "SINGLESTOREDB_PASSWORD",
"required": false
},
{
"default": null,
"description": "Name of the database to connect to",
"name": "SINGLESTOREDB_DATABASE",
"required": false
},
{
"default": null,
"description": "File containing SSL key",
"name": "SINGLESTOREDB_SSL_KEY",
"required": false
},
{
"default": null,
"description": "File containing SSL certificate",
"name": "SINGLESTOREDB_SSL_CERT",
"required": false
},
{
"default": null,
"description": "File containing SSL certificate authority",
"name": "SINGLESTOREDB_SSL_CA",
"required": false
},
{
"default": null,
"description": "The timeout for connecting to the database in seconds",
"name": "SINGLESTOREDB_CONNECT_TIMEOUT",
"required": false
}
],
"humanized_name": "Search a database's table(s) content",
"init_params_schema": {
"$defs": {
"EnvVar": {
"properties": {
"default": {
"anyOf": [
{
"type": "string"
},
{
"type": "null"
}
],
"default": null,
"title": "Default"
},
"description": {
"title": "Description",
"type": "string"
},
"name": {
"title": "Name",
"type": "string"
},
"required": {
"default": true,
"title": "Required",
"type": "boolean"
}
},
"required": [
"name",
"description"
],
"title": "EnvVar",
"type": "object"
}
},
"description": "A tool for performing semantic searches on SingleStore database tables.\n\nThis tool provides a safe interface for executing SELECT and SHOW queries\nagainst a SingleStore database with connection pooling for optimal performance.",
"properties": {
"connection_args": {
"additionalProperties": true,
"default": {},
"title": "Connection Args",
"type": "object"
},
"connection_pool": {
"anyOf": [
{},
{
"type": "null"
}
],
"default": null,
"title": "Connection Pool"
}
},
"title": "SingleStoreSearchTool",
"type": "object"
},
"name": "SingleStoreSearchTool",
"package_dependencies": [
"singlestoredb",
"SQLAlchemy"
],
"run_params_schema": {
"description": "Input schema for SingleStoreSearchTool.\n\nThis schema defines the expected input format for the search tool,\nensuring that only valid SELECT and SHOW queries are accepted.",
"properties": {
"search_query": {
"description": "Mandatory semantic search query you want to use to search the database's content. Only SELECT and SHOW queries are supported.",
"title": "Search Query",
"type": "string"
}
},
"required": [
"search_query"
],
"title": "SingleStoreSearchToolSchema",
"type": "object"
}
},
{
"description": "Execute SQL queries or semantic search on Snowflake data warehouse. Supports both raw SQL and natural language queries.",
"env_vars": [],
"humanized_name": "Snowflake Database Search",
"init_params_schema": {
"$defs": {
"EnvVar": {
"properties": {
"default": {
"anyOf": [
{
"type": "string"
},
{
"type": "null"
}
],
"default": null,
"title": "Default"
},
"description": {
"title": "Description",
"type": "string"
},
"name": {
"title": "Name",
"type": "string"
},
"required": {
"default": true,
"title": "Required",
"type": "boolean"
}
},
"required": [
"name",
"description"
],
"title": "EnvVar",
"type": "object"
},
"SnowflakeConfig": {
"description": "Configuration for Snowflake connection.",
"properties": {
"account": {
"description": "Snowflake account identifier",
"pattern": "^[a-zA-Z0-9\\-_]+$",
"title": "Account",
"type": "string"
},
"database": {
"anyOf": [
{
"type": "string"
},
{
"type": "null"
}
],
"default": null,
"description": "Default database",
"title": "Database"
},
"password": {
"anyOf": [
{
"format": "password",
"type": "string",
"writeOnly": true
},
{
"type": "null"
}
],
"default": null,
"description": "Snowflake password",
"title": "Password"
},
"private_key_path": {
"anyOf": [
{
"type": "string"
},
{
"type": "null"
}
],
"default": null,
"description": "Path to private key file",
"title": "Private Key Path"
},
"role": {
"anyOf": [
{
"type": "string"
},
{
"type": "null"
}
],
"default": null,
"description": "Snowflake role",
"title": "Role"
},
"session_parameters": {
"anyOf": [
{
"additionalProperties": true,
"type": "object"
},
{
"type": "null"
}
],
"description": "Session parameters",
"title": "Session Parameters"
},
"snowflake_schema": {
"anyOf": [
{
"type": "string"
},
{
"type": "null"
}
],
"default": null,
"description": "Default schema",
"title": "Snowflake Schema"
},
"user": {
"description": "Snowflake username",
"title": "User",
"type": "string"
},
"warehouse": {
"anyOf": [
{
"type": "string"
},
{
"type": "null"
}
],
"default": null,
"description": "Snowflake warehouse",
"title": "Warehouse"
}
},
"required": [
"account",
"user"
],
"title": "SnowflakeConfig",
"type": "object"
}
},
"description": "Tool for executing queries and semantic search on Snowflake.",
"properties": {
"config": {
"$ref": "#/$defs/SnowflakeConfig",
"description": "Snowflake connection configuration"
},
"enable_caching": {
"default": true,
"description": "Enable query result caching",
"title": "Enable Caching",
"type": "boolean"
},
"max_retries": {
"default": 3,
"description": "Maximum retry attempts",
"title": "Max Retries",
"type": "integer"
},
"pool_size": {
"default": 5,
"description": "Size of connection pool",
"title": "Pool Size",
"type": "integer"
},
"retry_delay": {
"default": 1.0,
"description": "Delay between retries in seconds",
"title": "Retry Delay",
"type": "number"
}
},
"required": [
"config"
],
"title": "SnowflakeSearchTool",
"type": "object"
},
"name": "SnowflakeSearchTool",
"package_dependencies": [
"snowflake-connector-python",
"snowflake-sqlalchemy",
"cryptography"
],
"run_params_schema": {
"description": "Input schema for SnowflakeSearchTool.",
"properties": {
"database": {
"anyOf": [
{
"type": "string"
},
{
"type": "null"
}
],
"default": null,
"description": "Override default database",
"title": "Database"
},
"query": {
"description": "SQL query or semantic search query to execute",
"title": "Query",
"type": "string"
},
"snowflake_schema": {
"anyOf": [
{
"type": "string"
},
{
"type": "null"
}
],
"default": null,
"description": "Override default schema",
"title": "Snowflake Schema"
},
"timeout": {
"anyOf": [
{
"type": "integer"
},
{
"type": "null"
}
],
"default": 300,
"description": "Query timeout in seconds",
"title": "Timeout"
}
},
"required": [
"query"
],
"title": "SnowflakeSearchToolInput",
"type": "object"
}
},
{
"description": "A tool to scrape or crawl a website and return LLM-ready content.",
"env_vars": [
{
"default": null,
"description": "API key for Spider.cloud",
"name": "SPIDER_API_KEY",
"required": true
}
],
"humanized_name": "SpiderTool",
"init_params_schema": {
"$defs": {
"EnvVar": {
"properties": {
"default": {
"anyOf": [
{
"type": "string"
},
{
"type": "null"
}
],
"default": null,
"title": "Default"
},
"description": {
"title": "Description",
"type": "string"
},
"name": {
"title": "Name",
"type": "string"
},
"required": {
"default": true,
"title": "Required",
"type": "boolean"
}
},
"required": [
"name",
"description"
],
"title": "EnvVar",
"type": "object"
},
"SpiderToolConfig": {
"description": "Configuration settings for SpiderTool.\n\nContains all default values and constants used by SpiderTool.\nCentralizes configuration management for easier maintenance.",
"properties": {
"DEFAULT_CRAWL_LIMIT": {
"default": 5,
"title": "Default Crawl Limit",
"type": "integer"
},
"DEFAULT_REQUEST_MODE": {
"default": "smart",
"title": "Default Request Mode",
"type": "string"
},
"DEFAULT_RETURN_FORMAT": {
"default": "markdown",
"title": "Default Return Format",
"type": "string"
},
"FILTER_SVG": {
"default": true,
"title": "Filter Svg",
"type": "boolean"
}
},
"title": "SpiderToolConfig",
"type": "object"
}
},
"description": "Tool for scraping and crawling websites.\nThis tool provides functionality to either scrape a single webpage or crawl multiple\npages, returning content in a format suitable for LLM processing.",
"properties": {
"api_key": {
"anyOf": [
{
"type": "string"
},
{
"type": "null"
}
],
"default": null,
"title": "Api Key"
},
"config": {
"$ref": "#/$defs/SpiderToolConfig",
"default": {
"DEFAULT_CRAWL_LIMIT": 5,
"DEFAULT_REQUEST_MODE": "smart",
"DEFAULT_RETURN_FORMAT": "markdown",
"FILTER_SVG": true
}
},
"custom_params": {
"anyOf": [
{
"additionalProperties": true,
"type": "object"
},
{
"type": "null"
}
],
"default": null,
"title": "Custom Params"
},
"log_failures": {
"default": true,
"title": "Log Failures",
"type": "boolean"
},
"spider": {
"default": null,
"title": "Spider"
},
"website_url": {
"anyOf": [
{
"type": "string"
},
{
"type": "null"
}
],
"default": null,
"title": "Website Url"
}
},
"title": "SpiderTool",
"type": "object"
},
"name": "SpiderTool",
"package_dependencies": [
"spider-client"
],
"run_params_schema": {
"description": "Input schema for SpiderTool.",
"properties": {
"mode": {
"default": "scrape",
"description": "The mode of the SpiderTool. The only two allowed modes are `scrape` or `crawl`. Crawl mode will follow up to 5 links and return their content in markdown format.",
"enum": [
"scrape",
"crawl"
],
"title": "Mode",
"type": "string"
},
"website_url": {
"description": "Mandatory website URL to scrape or crawl",
"title": "Website Url",
"type": "string"
}
},
"required": [
"website_url"
],
"title": "SpiderToolSchema",
"type": "object"
}
},
{
"description": "Use this tool to control a web browser and interact with websites using natural language.\n\n Capabilities:\n - Navigate to websites and follow links\n - Click buttons, links, and other elements\n - Fill in forms and input fields\n - Search within websites\n - Extract information from web pages\n - Identify and analyze elements on a page\n\n To use this tool, provide a natural language instruction describing what you want to do.\n For reliability on complex pages, use specific, atomic instructions with location hints:\n - Good: \"Click the search box in the header\"\n - Good: \"Type 'Italy' in the focused field\"\n - Bad: \"Search for Italy and click the first result\"\n\n For different types of tasks, specify the command_type:\n - 'act': For performing one atomic action (default)\n - 'navigate': For navigating to a URL\n - 'extract': For getting data from a specific page section\n - 'observe': For finding elements in a specific area",
"env_vars": [],
"humanized_name": "Web Automation Tool",
"init_params_schema": {
"$defs": {
"AvailableModel": {
"enum": [
"gpt-4o",
"gpt-4o-mini",
"claude-3-5-sonnet-latest",
"claude-3-7-sonnet-latest",
"computer-use-preview",
"gemini-2.0-flash"
],
"title": "AvailableModel",
"type": "string"
},
"EnvVar": {
"properties": {
"default": {
"anyOf": [
{
"type": "string"
},
{
"type": "null"
}
],
"default": null,
"title": "Default"
},
"description": {
"title": "Description",
"type": "string"
},
"name": {
"title": "Name",
"type": "string"
},
"required": {
"default": true,
"title": "Required",
"type": "boolean"
}
},
"required": [
"name",
"description"
],
"title": "EnvVar",
"type": "object"
}
},
"description": "A tool that uses Stagehand to automate web browser interactions using natural language with atomic action handling.\n\nStagehand allows AI agents to interact with websites through a browser,\nperforming actions like clicking buttons, filling forms, and extracting data.\n\nThe tool supports four main command types:\n1. act - Perform actions like clicking, typing, scrolling, or navigating\n2. navigate - Specifically navigate to a URL (shorthand for act with navigation)\n3. extract - Extract structured data from web pages\n4. observe - Identify and analyze elements on a page\n\nUsage examples:\n- Navigate to a website: instruction=\"Go to the homepage\", url=\"https://example.com\"\n- Click a button: instruction=\"Click the login button\"\n- Fill a form: instruction=\"Fill the login form with username 'user' and password 'pass'\"\n- Extract data: instruction=\"Extract all product prices and names\", command_type=\"extract\"\n- Observe elements: instruction=\"Find all navigation menu items\", command_type=\"observe\"\n- Complex tasks: instruction=\"Step 1: Navigate to https://example.com; Step 2: Scroll down to the 'Features' section; Step 3: Click 'Learn More'\", command_type=\"act\"\n\nExample of breaking down \"Search for OpenAI\" into multiple steps:\n1. First navigation: instruction=\"Go to Google\", url=\"https://google.com\", command_type=\"navigate\"\n2. Enter search term: instruction=\"Type 'OpenAI' in the search box\", command_type=\"act\"\n3. Submit search: instruction=\"Press the Enter key or click the search button\", command_type=\"act\"\n4. Click on result: instruction=\"Click on the OpenAI website link in the search results\", command_type=\"act\"",
"properties": {
"api_key": {
"anyOf": [
{
"type": "string"
},
{
"type": "null"
}
],
"default": null,
"title": "Api Key"
},
"dom_settle_timeout_ms": {
"default": 3000,
"title": "Dom Settle Timeout Ms",
"type": "integer"
},
"headless": {
"default": false,
"title": "Headless",
"type": "boolean"
},
"max_retries_on_token_limit": {
"default": 3,
"title": "Max Retries On Token Limit",
"type": "integer"
},
"model_api_key": {
"anyOf": [
{
"type": "string"
},
{
"type": "null"
}
],
"default": null,
"title": "Model Api Key"
},
"model_name": {
"anyOf": [
{
"$ref": "#/$defs/AvailableModel"
},
{
"type": "null"
}
],
"default": "claude-3-7-sonnet-latest"
},
"project_id": {
"anyOf": [
{
"type": "string"
},
{
"type": "null"
}
],
"default": null,
"title": "Project Id"
},
"self_heal": {
"default": true,
"title": "Self Heal",
"type": "boolean"
},
"server_url": {
"anyOf": [
{
"type": "string"
},
{
"type": "null"
}
],
"default": "https://api.stagehand.browserbase.com/v1",
"title": "Server Url"
},
"use_simplified_dom": {
"default": true,
"title": "Use Simplified Dom",
"type": "boolean"
},
"verbose": {
"default": 1,
"title": "Verbose",
"type": "integer"
},
"wait_for_captcha_solves": {
"default": true,
"title": "Wait For Captcha Solves",
"type": "boolean"
}
},
"title": "StagehandTool",
"type": "object"
},
"name": "StagehandTool",
"package_dependencies": [],
"run_params_schema": {
"description": "Input for StagehandTool.",
"properties": {
"command_type": {
"anyOf": [
{
"type": "string"
},
{
"type": "null"
}
],
"default": "act",
"description": "The type of command to execute (choose one):\n - 'act': Perform an action like clicking buttons, filling forms, etc. (default)\n - 'navigate': Specifically navigate to a URL\n - 'extract': Extract structured data from the page\n - 'observe': Identify and analyze elements on the page\n ",
"title": "Command Type"
},
"instruction": {
"anyOf": [
{
"type": "string"
},
{
"type": "null"
}
],
"default": null,
"description": "Single atomic action with location context. For reliability on complex pages, use ONE specific action with location hints. Good examples: 'Click the search input field in the header', 'Type Italy in the focused field', 'Press Enter', 'Click the first link in the results area'. Avoid combining multiple actions. For 'navigate' command type, this can be omitted if only URL is provided.",
"title": "Instruction"
},
"url": {
"anyOf": [
{
"type": "string"
},
{
"type": "null"
}
],
"default": null,
"description": "The URL to navigate to before executing the instruction. MUST be used with 'navigate' command. ",
"title": "Url"
}
},
"title": "StagehandToolSchema",
"type": "object"
}
},
{
"description": "A tool that can be used to semantic search a query from a txt's content.",
"env_vars": [],
"humanized_name": "Search a txt's content",
"init_params_schema": {
"$defs": {
"Adapter": {
"properties": {},
"title": "Adapter",
"type": "object"
},
"EnvVar": {
"properties": {
"default": {
"anyOf": [
{
"type": "string"
},
{
"type": "null"
}
],
"default": null,
"title": "Default"
},
"description": {
"title": "Description",
"type": "string"
},
"name": {
"title": "Name",
"type": "string"
},
"required": {
"default": true,
"title": "Required",
"type": "boolean"
}
},
"required": [
"name",
"description"
],
"title": "EnvVar",
"type": "object"
}
},
"properties": {
"adapter": {
"$ref": "#/$defs/Adapter"
},
"config": {
"anyOf": [
{
"additionalProperties": true,
"type": "object"
},
{
"type": "null"
}
],
"default": null,
"title": "Config"
},
"summarize": {
"default": false,
"title": "Summarize",
"type": "boolean"
}
},
"title": "TXTSearchTool",
"type": "object"
},
"name": "TXTSearchTool",
"package_dependencies": [],
"run_params_schema": {
"description": "Input for TXTSearchTool.",
"properties": {
"search_query": {
"description": "Mandatory search query you want to use to search the txt's content",
"title": "Search Query",
"type": "string"
},
"txt": {
"description": "Mandatory txt path you want to search",
"title": "Txt",
"type": "string"
}
},
"required": [
"search_query",
"txt"
],
"title": "TXTSearchToolSchema",
"type": "object"
}
},
{
"description": "Extracts content from one or more web pages using the Tavily API. Returns structured data.",
"env_vars": [
{
"default": null,
"description": "API key for Tavily extraction service",
"name": "TAVILY_API_KEY",
"required": true
}
],
"humanized_name": "TavilyExtractorTool",
"init_params_schema": {
"$defs": {
"EnvVar": {
"properties": {
"default": {
"anyOf": [
{
"type": "string"
},
{
"type": "null"
}
],
"default": null,
"title": "Default"
},
"description": {
"title": "Description",
"type": "string"
},
"name": {
"title": "Name",
"type": "string"
},
"required": {
"default": true,
"title": "Required",
"type": "boolean"
}
},
"required": [
"name",
"description"
],
"title": "EnvVar",
"type": "object"
}
},
"properties": {
"api_key": {
"anyOf": [
{
"type": "string"
},
{
"type": "null"
}
],
"description": "The Tavily API key. If not provided, it will be loaded from the environment variable TAVILY_API_KEY.",
"title": "Api Key"
},
"async_client": {
"anyOf": [
{},
{
"type": "null"
}
],
"default": null,
"title": "Async Client"
},
"client": {
"anyOf": [
{},
{
"type": "null"
}
],
"default": null,
"title": "Client"
},
"extract_depth": {
"default": "basic",
"description": "The depth of extraction. 'basic' for basic extraction, 'advanced' for advanced extraction.",
"enum": [
"basic",
"advanced"
],
"title": "Extract Depth",
"type": "string"
},
"include_images": {
"default": false,
"description": "Whether to include images in the extraction.",
"title": "Include Images",
"type": "boolean"
},
"proxies": {
"anyOf": [
{
"additionalProperties": {
"type": "string"
},
"type": "object"
},
{
"type": "null"
}
],
"default": null,
"description": "Optional proxies to use for the Tavily API requests.",
"title": "Proxies"
},
"timeout": {
"default": 60,
"description": "The timeout for the extraction request in seconds.",
"title": "Timeout",
"type": "integer"
}
},
"title": "TavilyExtractorTool",
"type": "object"
},
"name": "TavilyExtractorTool",
"package_dependencies": [
"tavily-python"
],
"run_params_schema": {
"description": "Input schema for TavilyExtractorTool.",
"properties": {
"urls": {
"anyOf": [
{
"items": {
"type": "string"
},
"type": "array"
},
{
"type": "string"
}
],
"description": "The URL(s) to extract data from. Can be a single URL or a list of URLs.",
"title": "Urls"
}
},
"required": [
"urls"
],
"title": "TavilyExtractorToolSchema",
"type": "object"
}
},
{
"description": "A tool that performs web searches using the Tavily Search API. It returns a JSON object containing the search results.",
"env_vars": [
{
"default": null,
"description": "API key for Tavily search service",
"name": "TAVILY_API_KEY",
"required": true
}
],
"humanized_name": "Tavily Search",
"init_params_schema": {
"$defs": {
"EnvVar": {
"properties": {
"default": {
"anyOf": [
{
"type": "string"
},
{
"type": "null"
}
],
"default": null,
"title": "Default"
},
"description": {
"title": "Description",
"type": "string"
},
"name": {
"title": "Name",
"type": "string"
},
"required": {
"default": true,
"title": "Required",
"type": "boolean"
}
},
"required": [
"name",
"description"
],
"title": "EnvVar",
"type": "object"
}
},
"description": "Tool that uses the Tavily Search API to perform web searches.\n\nAttributes:\n client: An instance of TavilyClient.\n async_client: An instance of AsyncTavilyClient.\n name: The name of the tool.\n description: A description of the tool's purpose.\n args_schema: The schema for the tool's arguments.\n api_key: The Tavily API key.\n proxies: Optional proxies for the API requests.\n search_depth: The depth of the search.\n topic: The topic to focus the search on.\n time_range: The time range for the search.\n days: The number of days to search back.\n max_results: The maximum number of results to return.\n include_domains: A list of domains to include in the search.\n exclude_domains: A list of domains to exclude from the search.\n include_answer: Whether to include a direct answer to the query.\n include_raw_content: Whether to include the raw content of the search results.\n include_images: Whether to include images in the search results.\n timeout: The timeout for the search request in seconds.\n max_content_length_per_result: Maximum length for the 'content' of each search result.",
"properties": {
"api_key": {
"anyOf": [
{
"type": "string"
},
{
"type": "null"
}
],
"description": "The Tavily API key. If not provided, it will be loaded from the environment variable TAVILY_API_KEY.",
"title": "Api Key"
},
"async_client": {
"anyOf": [
{},
{
"type": "null"
}
],
"default": null,
"title": "Async Client"
},
"client": {
"anyOf": [
{},
{
"type": "null"
}
],
"default": null,
"title": "Client"
},
"days": {
"default": 7,
"description": "The number of days to search back.",
"title": "Days",
"type": "integer"
},
"exclude_domains": {
"anyOf": [
{
"items": {
"type": "string"
},
"type": "array"
},
{
"type": "null"
}
],
"default": null,
"description": "A list of domains to exclude from the search.",
"title": "Exclude Domains"
},
"include_answer": {
"anyOf": [
{
"type": "boolean"
},
{
"enum": [
"basic",
"advanced"
],
"type": "string"
}
],
"default": false,
"description": "Whether to include a direct answer to the query.",
"title": "Include Answer"
},
"include_domains": {
"anyOf": [
{
"items": {
"type": "string"
},
"type": "array"
},
{
"type": "null"
}
],
"default": null,
"description": "A list of domains to include in the search.",
"title": "Include Domains"
},
"include_images": {
"default": false,
"description": "Whether to include images in the search results.",
"title": "Include Images",
"type": "boolean"
},
"include_raw_content": {
"default": false,
"description": "Whether to include the raw content of the search results.",
"title": "Include Raw Content",
"type": "boolean"
},
"max_content_length_per_result": {
"default": 1000,
"description": "Maximum length for the 'content' of each search result to avoid context window issues.",
"title": "Max Content Length Per Result",
"type": "integer"
},
"max_results": {
"default": 5,
"description": "The maximum number of results to return.",
"title": "Max Results",
"type": "integer"
},
"proxies": {
"anyOf": [
{
"additionalProperties": {
"type": "string"
},
"type": "object"
},
{
"type": "null"
}
],
"default": null,
"description": "Optional proxies to use for the Tavily API requests.",
"title": "Proxies"
},
"search_depth": {
"default": "basic",
"description": "The depth of the search.",
"enum": [
"basic",
"advanced"
],
"title": "Search Depth",
"type": "string"
},
"time_range": {
"anyOf": [
{
"enum": [
"day",
"week",
"month",
"year"
],
"type": "string"
},
{
"type": "null"
}
],
"default": null,
"description": "The time range for the search.",
"title": "Time Range"
},
"timeout": {
"default": 60,
"description": "The timeout for the search request in seconds.",
"title": "Timeout",
"type": "integer"
},
"topic": {
"default": "general",
"description": "The topic to focus the search on.",
"enum": [
"general",
"news",
"finance"
],
"title": "Topic",
"type": "string"
}
},
"title": "TavilySearchTool",
"type": "object"
},
"name": "TavilySearchTool",
"package_dependencies": [
"tavily-python"
],
"run_params_schema": {
"description": "Input schema for TavilySearchTool.",
"properties": {
"query": {
"description": "The search query string.",
"title": "Query",
"type": "string"
}
},
"required": [
"query"
],
"title": "TavilySearchToolSchema",
"type": "object"
}
},
{
"description": "This tool uses OpenAI's Vision API to describe the contents of an image.",
"env_vars": [
{
"default": null,
"description": "API key for OpenAI services",
"name": "OPENAI_API_KEY",
"required": true
}
],
"humanized_name": "Vision Tool",
"init_params_schema": {
"$defs": {
"EnvVar": {
"properties": {
"default": {
"anyOf": [
{
"type": "string"
},
{
"type": "null"
}
],
"default": null,
"title": "Default"
},
"description": {
"title": "Description",
"type": "string"
},
"name": {
"title": "Name",
"type": "string"
},
"required": {
"default": true,
"title": "Required",
"type": "boolean"
}
},
"required": [
"name",
"description"
],
"title": "EnvVar",
"type": "object"
}
},
"description": "Tool for analyzing images using vision models.\n\nArgs:\n llm: Optional LLM instance to use\n model: Model identifier to use if no LLM is provided",
"properties": {},
"title": "VisionTool",
"type": "object"
},
"name": "VisionTool",
"package_dependencies": [],
"run_params_schema": {
"description": "Input for Vision Tool.",
"properties": {
"image_path_url": {
"default": "The image path or URL.",
"title": "Image Path Url",
"type": "string"
}
},
"title": "ImagePromptSchema",
"type": "object"
}
},
{
"description": "A tool to search the Weaviate database for relevant information on internal documents.",
"env_vars": [
{
"default": null,
"description": "OpenAI API key for embedding generation and retrieval",
"name": "OPENAI_API_KEY",
"required": true
}
],
"humanized_name": "WeaviateVectorSearchTool",
"init_params_schema": {
"$defs": {
"EnvVar": {
"properties": {
"default": {
"anyOf": [
{
"type": "string"
},
{
"type": "null"
}
],
"default": null,
"title": "Default"
},
"description": {
"title": "Description",
"type": "string"
},
"name": {
"title": "Name",
"type": "string"
},
"required": {
"default": true,
"title": "Required",
"type": "boolean"
}
},
"required": [
"name",
"description"
],
"title": "EnvVar",
"type": "object"
}
},
"description": "Tool to search the Weaviate database",
"properties": {
"alpha": {
"anyOf": [
{
"type": "integer"
},
{
"type": "null"
}
],
"default": 0.75,
"title": "Alpha"
},
"collection_name": {
"anyOf": [
{
"type": "string"
},
{
"type": "null"
}
],
"default": null,
"title": "Collection Name"
},
"generative_model": {
"anyOf": [
{
"type": "string"
},
{
"type": "null"
}
],
"default": null,
"title": "Generative Model"
},
"headers": {
"anyOf": [
{
"additionalProperties": true,
"type": "object"
},
{
"type": "null"
}
],
"default": null,
"title": "Headers"
},
"limit": {
"anyOf": [
{
"type": "integer"
},
{
"type": "null"
}
],
"default": 3,
"title": "Limit"
},
"query": {
"anyOf": [
{
"type": "string"
},
{
"type": "null"
}
],
"default": null,
"title": "Query"
},
"vectorizer": {
"anyOf": [
{},
{
"type": "null"
}
],
"default": null,
"title": "Vectorizer"
},
"weaviate_api_key": {
"description": "The API key for the Weaviate cluster",
"title": "Weaviate Api Key",
"type": "string"
},
"weaviate_cluster_url": {
"description": "The URL of the Weaviate cluster",
"title": "Weaviate Cluster Url",
"type": "string"
}
},
"required": [
"weaviate_cluster_url",
"weaviate_api_key"
],
"title": "WeaviateVectorSearchTool",
"type": "object"
},
"name": "WeaviateVectorSearchTool",
"package_dependencies": [
"weaviate-client"
],
"run_params_schema": {
"description": "Input for WeaviateTool.",
"properties": {
"query": {
"description": "The query to search retrieve relevant information from the Weaviate database. Pass only the query, not the question.",
"title": "Query",
"type": "string"
}
},
"required": [
"query"
],
"title": "WeaviateToolSchema",
"type": "object"
}
},
{
"description": "A tool that can be used to semantic search a query from a specific URL content.",
"env_vars": [],
"humanized_name": "Search in a specific website",
"init_params_schema": {
"$defs": {
"Adapter": {
"properties": {},
"title": "Adapter",
"type": "object"
},
"EnvVar": {
"properties": {
"default": {
"anyOf": [
{
"type": "string"
},
{
"type": "null"
}
],
"default": null,
"title": "Default"
},
"description": {
"title": "Description",
"type": "string"
},
"name": {
"title": "Name",
"type": "string"
},
"required": {
"default": true,
"title": "Required",
"type": "boolean"
}
},
"required": [
"name",
"description"
],
"title": "EnvVar",
"type": "object"
}
},
"properties": {
"adapter": {
"$ref": "#/$defs/Adapter"
},
"config": {
"anyOf": [
{
"additionalProperties": true,
"type": "object"
},
{
"type": "null"
}
],
"default": null,
"title": "Config"
},
"summarize": {
"default": false,
"title": "Summarize",
"type": "boolean"
}
},
"title": "WebsiteSearchTool",
"type": "object"
},
"name": "WebsiteSearchTool",
"package_dependencies": [],
"run_params_schema": {
"description": "Input for WebsiteSearchTool.",
"properties": {
"search_query": {
"description": "Mandatory search query you want to use to search a specific website",
"title": "Search Query",
"type": "string"
},
"website": {
"description": "Mandatory valid website URL you want to search on",
"title": "Website",
"type": "string"
}
},
"required": [
"search_query",
"website"
],
"title": "WebsiteSearchToolSchema",
"type": "object"
}
},
{
"description": "A tool that can be used to semantic search a query from a XML's content.",
"env_vars": [],
"humanized_name": "Search a XML's content",
"init_params_schema": {
"$defs": {
"Adapter": {
"properties": {},
"title": "Adapter",
"type": "object"
},
"EnvVar": {
"properties": {
"default": {
"anyOf": [
{
"type": "string"
},
{
"type": "null"
}
],
"default": null,
"title": "Default"
},
"description": {
"title": "Description",
"type": "string"
},
"name": {
"title": "Name",
"type": "string"
},
"required": {
"default": true,
"title": "Required",
"type": "boolean"
}
},
"required": [
"name",
"description"
],
"title": "EnvVar",
"type": "object"
}
},
"properties": {
"adapter": {
"$ref": "#/$defs/Adapter"
},
"config": {
"anyOf": [
{
"additionalProperties": true,
"type": "object"
},
{
"type": "null"
}
],
"default": null,
"title": "Config"
},
"summarize": {
"default": false,
"title": "Summarize",
"type": "boolean"
}
},
"title": "XMLSearchTool",
"type": "object"
},
"name": "XMLSearchTool",
"package_dependencies": [],
"run_params_schema": {
"description": "Input for XMLSearchTool.",
"properties": {
"search_query": {
"description": "Mandatory search query you want to use to search the XML's content",
"title": "Search Query",
"type": "string"
},
"xml": {
"description": "Mandatory xml path you want to search",
"title": "Xml",
"type": "string"
}
},
"required": [
"search_query",
"xml"
],
"title": "XMLSearchToolSchema",
"type": "object"
}
},
{
"description": "A tool that can be used to semantic search a query from a Youtube Channels content.",
"env_vars": [],
"humanized_name": "Search a Youtube Channels content",
"init_params_schema": {
"$defs": {
"Adapter": {
"properties": {},
"title": "Adapter",
"type": "object"
},
"EnvVar": {
"properties": {
"default": {
"anyOf": [
{
"type": "string"
},
{
"type": "null"
}
],
"default": null,
"title": "Default"
},
"description": {
"title": "Description",
"type": "string"
},
"name": {
"title": "Name",
"type": "string"
},
"required": {
"default": true,
"title": "Required",
"type": "boolean"
}
},
"required": [
"name",
"description"
],
"title": "EnvVar",
"type": "object"
}
},
"properties": {
"adapter": {
"$ref": "#/$defs/Adapter"
},
"config": {
"anyOf": [
{
"additionalProperties": true,
"type": "object"
},
{
"type": "null"
}
],
"default": null,
"title": "Config"
},
"summarize": {
"default": false,
"title": "Summarize",
"type": "boolean"
}
},
"title": "YoutubeChannelSearchTool",
"type": "object"
},
"name": "YoutubeChannelSearchTool",
"package_dependencies": [],
"run_params_schema": {
"description": "Input for YoutubeChannelSearchTool.",
"properties": {
"search_query": {
"description": "Mandatory search query you want to use to search the Youtube Channels content",
"title": "Search Query",
"type": "string"
},
"youtube_channel_handle": {
"description": "Mandatory youtube_channel_handle path you want to search",
"title": "Youtube Channel Handle",
"type": "string"
}
},
"required": [
"search_query",
"youtube_channel_handle"
],
"title": "YoutubeChannelSearchToolSchema",
"type": "object"
}
},
{
"description": "A tool that can be used to semantic search a query from a Youtube Video content.",
"env_vars": [],
"humanized_name": "Search a Youtube Video content",
"init_params_schema": {
"$defs": {
"Adapter": {
"properties": {},
"title": "Adapter",
"type": "object"
},
"EnvVar": {
"properties": {
"default": {
"anyOf": [
{
"type": "string"
},
{
"type": "null"
}
],
"default": null,
"title": "Default"
},
"description": {
"title": "Description",
"type": "string"
},
"name": {
"title": "Name",
"type": "string"
},
"required": {
"default": true,
"title": "Required",
"type": "boolean"
}
},
"required": [
"name",
"description"
],
"title": "EnvVar",
"type": "object"
}
},
"properties": {
"adapter": {
"$ref": "#/$defs/Adapter"
},
"config": {
"anyOf": [
{
"additionalProperties": true,
"type": "object"
},
{
"type": "null"
}
],
"default": null,
"title": "Config"
},
"summarize": {
"default": false,
"title": "Summarize",
"type": "boolean"
}
},
"title": "YoutubeVideoSearchTool",
"type": "object"
},
"name": "YoutubeVideoSearchTool",
"package_dependencies": [],
"run_params_schema": {
"description": "Input for YoutubeVideoSearchTool.",
"properties": {
"search_query": {
"description": "Mandatory search query you want to use to search the Youtube Video content",
"title": "Search Query",
"type": "string"
},
"youtube_video_url": {
"description": "Mandatory youtube_video_url path you want to search",
"title": "Youtube Video Url",
"type": "string"
}
},
"required": [
"search_query",
"youtube_video_url"
],
"title": "YoutubeVideoSearchToolSchema",
"type": "object"
}
}
]
}
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