> ## Documentation Index > Fetch the complete documentation index at: https://docs.llmcontrols.ai/llms.txt > Use this file to discover all available pages before exploring further. # Bundles **Bundles** are third-party components grouped by provider. For more information on bundled components, see the component provider's documentation. The following components are available under **Bundles**. * [Apify](https://docs.llmcontrols.ai/Integrations/Apify) - Integrate Apify with LLM Controls * [AssemblyAI](https://docs.llmcontrols.ai/Integrations/AssemblyAI) - AssemblyAI components * [**Astra DB**](https://docs.llmcontrols.ai/Integrations/AstraDBMCPserver) - Connect an Astra DB MCP server to LLM Controls * [Composio](https://docs.llmcontrols.ai/Integrations/Composition) - Integrate Composio with LLM Controls * [Google](https://docs.llmcontrols.ai/Integrations/Google/google-oauth-llmc) - Google service components * [Notion](https://docs.llmcontrols.ai/Integrations/Notion/notion-setup) - Notion integration components * [NVIDIA](https://docs.llmcontrols.ai/Integrations/NVIDIA/NVIDIANIMonWSL2) - NVIDIA components ## Agent components **Agents** use LLMs as a brain to analyze problems and select external tools. ### CrewAI Agent This component represents an Agent of CrewAI allowing for the creation of specialized AI agents with defined roles goals, and capabilities within a crew. For more information, see the [CrewAI documentation](https://docs.crewai.com/core-concepts/Agents/). **Inputs** | **Name** | **Display Name** | **Info** | | :--------------------- | :------------------- | :------------------------------------------------------------------------------ | | role | Role | The role of the agent. | | goal | Goal | The objective of the agent. | | backstory | Backstory | The backstory of the agent. | | tools | Tools | The tools at the agent's disposal. | | llm | Language Model | The language model that runs the agent. | | memory | Memory | This determines whether the agent should have memory or not. | | verbose | Verbose | This enables verbose output. | | allow\_delegation | Allow Delegation | This determines whether the agent is allowed to delegate tasks to other agents. | | allow\_code\_execution | Allow Code Execution | This determines whether the agent is allowed to execute code. | | kwargs | kwargs | Additional keyword arguments for the agent. | **Outputs** | **Name** | **Display Name** | **Info** | | :------- | :--------------- | :----------------------------------- | | output | Agent | The constructed CrewAI Agent object. | ### Hierarchical Crew This component represents a group of agents managing how they should collaborate and the tasks they should perform in a hierarchical structure. This component allows for the creation of a crew with a manager overseeing the task execution. For more information, see the [CrewAI documentation](https://docs.crewai.com/how-to/Hierarchical/). **Inputs** | **Name** | **Display Name** | **Info** | | :--------------------- | :------------------- | :-------------------------------------------------------------------------- | | agents | Agents | The list of Agent objects representing the crew members. | | tasks | Tasks | The list of HierarchicalTask objects representing the tasks to be executed. | | manager\_llm | Manager LLM | The language model for the manager agent. | | manager\_agent | Manager Agent | The specific agent to act as the manager. | | verbose | Verbose | This enables verbose output for detailed logging. | | memory | Memory | The memory configuration for the crew. | | use\_cache | Use Cache | This enables caching of results. | | max\_rpm | Max RPM | This sets the maximum requests per minute. | | share\_crew | Share Crew | This determines if the crew information is shared among agents. | | function\_calling\_llm | Function Calling LLM | The language model for function calling. | **Outputs** | **Name** | **Display Name** | **Info** | | :------- | :--------------- | :------------------------------------------------------------ | | crew | Crew | The constructed Crew object with hierarchical task execution. | ### CSV Agent This component creates a CSV agent from a CSV file and an LLM. **Inputs** | **Name** | **Type** | **Description** | | :---------- | :------------ | :--------------------------------------- | | llm | LanguageModel | The language model to use for the agent. | | path | File | The path to the CSV file. | | agent\_type | String | The type of agent to create. | **Outputs** | **Name** | **Type** | **Description** | | :------- | :------------ | :---------------------- | | agent | AgentExecutor | The CSV agent instance. | ### OpenAI Tools Agent This component creates an OpenAI Tools Agent. **Inputs** | **Name** | **Type** | **Description** | | :---------------------- | :------------ | :------------------------------------------------------------------- | | llm | LanguageModel | The language model to use. | | tools | List of Tools | The tools to give the agent access to. | | system\_prompt | String | The system prompt to provide context to the agent. | | input\_value | String | The user's input to the agent. | | memory | Memory | The memory for the agent to use for context persistence. | | max\_iterations | Integer | The maximum number of iterations to allow the agent to execute. | | verbose | Boolean | This determines whether to print out the agent's intermediate steps. | | handle\_parsing\_errors | Boolean | This determines whether to handle parsing errors in the agent. | **Outputs** | **Name** | **Type** | **Description** | | :------- | :------------ | :------------------------------------------------ | | agent | AgentExecutor | The OpenAI Tools agent instance. | | output | String | The output from executing the agent on the input. | ### OpenAPI Agent This component creates an agent for interacting with OpenAPI services. **Inputs** | **Name** | **Type** | **Description** | | :---------------------- | :------------ | :---------------------------------------------- | | llm | LanguageModel | The language model to use. | | openapi\_spec | String | The OpenAPI specification for the service. | | base\_url | String | The base URL for the API. | | headers | Dict | The optional headers for API requests. | | agent\_executor\_kwargs | Dict | The optional parameters for the agent executor. | **Outputs** | **Name** | **Type** | **Description** | | :------- | :------------ | :-------------------------- | | agent | AgentExecutor | The OpenAPI agent instance. | ### Sequential Crew This component represents a group of agents with tasks that are executed sequentially. This component allows for the creation of a crew that performs tasks in a specific order. For more information, see the [CrewAI documentation](https://docs.crewai.com/how-to/Sequential/). **Inputs** | **Name** | **Display Name** | **Info** | | :--------------------- | :------------------- | :------------------------------------------------------------------------ | | tasks | Tasks | The list of SequentialTask objects representing the tasks to be executed. | | verbose | Verbose | This enables verbose output for detailed logging. | | memory | Memory | The memory configuration for the crew. | | use\_cache | Use Cache | This enables caching of results. | | max\_rpm | Max RPM | This sets the maximum requests per minute. | | share\_crew | Share Crew | This determines if the crew information is shared among agents. | | function\_calling\_llm | Function Calling LLM | The language model for function calling. | **Outputs** | **Name** | **Display Name** | **Info** | | :------- | :--------------- | :---------------------------------------------------------- | | crew | Crew | The constructed Crew object with sequential task execution. | ### Sequential task agent This component creates a CrewAI Task and its associated Agent, allowing for the definition of sequential tasks with specific agent roles and capabilities. For more information, see the [CrewAI documentation](https://docs.crewai.com/how-to/Sequential/). **Inputs** | **Name** | **Display Name** | **Info** | | :--------------------- | :------------------- | :------------------------------------------------------------------------------ | | role | Role | The role of the agent. | | goal | Goal | The objective of the agent. | | backstory | Backstory | The backstory of the agent. | | tools | Tools | The tools at the agent's disposal. | | llm | Language Model | The language model that runs the agent. | | memory | Memory | This determines whether the agent should have memory or not. | | verbose | Verbose | This enables verbose output. | | allow\_delegation | Allow Delegation | This determines whether the agent is allowed to delegate tasks to other agents. | | allow\_code\_execution | Allow Code Execution | This determines whether the agent is allowed to execute code. | | agent\_kwargs | Agent kwargs | The additional kwargs for the agent. | | task\_description | Task Description | The descriptive text detailing the task's purpose and execution. | | expected\_output | Expected Task Output | The clear definition of the expected task outcome. | | async\_execution | Async Execution | The boolean flag indicating asynchronous task execution. | | previous\_task | Previous Task | The previous task in the sequence for chaining. | **Outputs** | **Name** | **Display Name** | **Info** | | :----------- | :--------------- | :----------------------------------------------------------------- | | task\_output | Sequential Task | The list of SequentialTask objects representing the created tasks. | ### SQL Agent This component creates an agent for interacting with SQL databases. **Inputs** | **Name** | **Type** | **Description** | | :-------------------------- | :------------ | :---------------------------------------------------------------- | | llm | LanguageModel | The language model to use. | | database | Database | The SQL database connection. | | top\_k | Integer | The number of results to return from a SELECT query. | | use\_tools | Boolean | This determines whether to use tools for query execution. | | return\_intermediate\_steps | Boolean | This determines whether to return the agent's intermediate steps. | | max\_iterations | Integer | The maximum number of iterations to run the agent. | | max\_execution\_time | Integer | The maximum execution time in seconds. | | early\_stopping\_method | String | The method to use for early stopping. | | verbose | Boolean | This determines whether to print the agent's thoughts. | **Outputs** | **Name** | **Type** | **Description** | | :------- | :------------ | :---------------------- | | agent | AgentExecutor | The SQL agent instance. | ### Tool Calling Agent This component creates an agent for structured tool calling with various language models. **Inputs** | **Name** | **Type** | **Description** | | :-------------------------- | :------------ | :---------------------------------------------------------------- | | llm | LanguageModel | The language model to use. | | tools | List\[Tool] | The list of tools available to the agent. | | system\_message | String | The system message to use for the agent. | | return\_intermediate\_steps | Boolean | This determines whether to return the agent's intermediate steps. | | max\_iterations | Integer | The maximum number of iterations to run the agent. | | max\_execution\_time | Integer | The maximum execution time in seconds. | | early\_stopping\_method | String | The method to use for early stopping. | | verbose | Boolean | This determines whether to print the agent's thoughts. | **Outputs** | **Name** | **Type** | **Description** | | :------- | :------------ | :------------------------------ | | agent | AgentExecutor | The tool calling agent instance | ### XML Agent This component creates an XML Agent using LangChain. The agent uses XML formatting for tool instructions to the Language Model. **Inputs** | **Name** | **Type** | **Description** | | :----------- | :------------ | :------------------------------------------------------------------------- | | llm | LanguageModel | The language model to use for the agent. | | user\_prompt | String | The custom prompt template for the agent with XML formatting instructions. | | tools | List\[Tool] | The list of tools available to the agent. | **Outputs** | **Name** | **Type** | **Description** | | :------- | :------------ | :---------------------- | | agent | AgentExecutor | The XML Agent instance. | ### Agent QL (Extract Web Data) This component extracts structured data from a web page using an AgentQL query or a Natural Language description. It supports configurable request modes, stealth mode, scrolling, and screenshots. **Inputs** | Name | Display Name | Info | | :------------------------------ | :------------------------- | :-------------------------------------------------------------------------------------------------------------------------------------------- | | api\_key | API Key | Your AgentQL API key from dev.agentql.com | | url | URL | The URL of the public web page you want to extract data from. | | query | AgentQL Query | The AgentQL query to execute. Learn more at [https://docs.agentql.com/agentql-query](https://docs.agentql.com/agentql-query) or use a prompt. | | prompt | Prompt | A Natural Language description of the data to extract from the page. Alternative to AgentQL query. | | is\_stealth\_mode\_enabled | Enable Stealth Mode (Beta) | Enable experimental anti-bot evasion strategies. May not work for all websites at all times. | | timeout | Timeout | Seconds to wait for a request. | | mode | Request Mode | 'standard' uses deep data analysis, while 'fast' trades some depth of analysis for speed. Options: fast, standard. | | wait\_for | Wait For | Seconds to wait for the page to load before extracting data. | | is\_scroll\_to\_bottom\_enabled | Enable scroll to bottom | Scroll to bottom of the page before extracting data. | | is\_screenshot\_enabled | Enable screenshot | Take a screenshot before extracting data. Returned in 'metadata' as a Base64 string. | **Outputs** | Name | Display Name | Info | | :--- | :----------- | :------------------------------------------ | | data | Data | Extracted structured data as a Data object. | ### Olivya (Place Call) This component creates an outbound call request from Olivya's platform. It allows configuring the agent's phone number, recipient, introductory message, system prompt, and conversation history. **Inputs** | Name | Display Name | Info | | :-------------------- | :------------------- | :----------------------------------------- | | api\_key | API Key | Your API key for authentication | | from\_number | From Number | The Agent's phone number | | to\_number | To Number | The recipient's phone number | | first\_message | First Message | The Agent's introductory message | | system\_prompt | System Prompt | The system prompt to guide the interaction | | conversation\_history | Conversation History | The summary of the conversation | **Outputs** | Name | Display Name | Info | | :----- | :----------- | :---------------------------------- | | output | Output | The call response as a Data object. | ### Cohere Rerank This component reranks documents using the Cohere API. It takes search results and a query, then returns documents reranked by relevance using Cohere's reranking models. **Inputs**
NameDisplay NameInfo
search\_querySearch Query(inherited from base)
search\_resultsSearch ResultsSearch Results from a Vector Store.
top\_nTop N(inherited from base, default: 3)
api\_keyCohere API Key
modelModelOptions: rerank-english-v3.0, rerank-multilingual-v3.0, rerank-english-v2.0, rerank-multilingual-v2.0.
**Outputs** | Name | Display Name | Info | | :------------------ | :----------------- | :------------------------------ | | reranked\_documents | Reranked Documents | Documents reranked by relevance | ### Firecrawl Firecrawl is a suite of 4 components for web crawling, scraping, extracting, and mapping. All require a Firecrawl API Key. **Inputs** | Name | Display Name | Info | | :--------------- | :-------------- | :-------------------------------------------------- | | api\_key | API Key | The API key to use Firecrawl API. | | url | URL | The URL to scrape. | | timeout | Timeout | Timeout in milliseconds for the request. | | idempotency\_key | Idempotency Key | Optional idempotency key to ensure unique requests. | | crawlerOptions | Crawler Options | The crawler options to send with the request. | | scrapeOptions | Scrape Options | The page options to send with the request. | **Outputs** | Name | Display Name | Info | | :--- | :----------- | :------------------------------ | | data | Data | Crawl results as a Data object. | ### Firecrawl Scrape API This component scrapes a single web page using the Firecrawl Scrape API. **Inputs** | Name | Display Name | Info | | :--------------- | :---------------- | :---------------------------------------------- | | api\_key | API Key | The API key to use Firecrawl API. | | url | URL | The URL to scrape. | | timeout | Timeout | Timeout in milliseconds for the request. | | scrapeOptions | Scrape Options | The page options to send with the request. | | extractorOptions | Extractor Options | The extractor options to send with the request. | **Outputs** | Name | Display Name | Info | | :--- | :----------- | :---------------------------------- | | data | Data | Scraped page data as a Data object. | ### Firecrawl Extract API This component extracts structured data from web pages using the Firecrawl Extract API with prompt-guided extraction. **Inputs** | Name | Display Name | Info | | :------- | :----------- | :------------------------------------------------------ | | api\_key | API Key | The API key to use Firecrawl API. | | url | URL | The URL to extract data from. | | timeout | Timeout | Timeout in milliseconds for the request. | | prompt | Prompt | Natural language prompt describing the data to extract. | | schema | Schema | JSON schema defining the structure of data to extract. | **Outputs** | Name | Display Name | Info | | :--- | :----------- | :------------------------------------------ | | data | Data | Extracted structured data as a Data object. | ### **Firecrawl Map API** This component maps all URLs found on a website using the Firecrawl Map API. **Inputs** | Name | Display Name | Info | | :------------------ | :----------------- | :------------------------------------------------------------------- | | api\_key | API Key | The API key to use Firecrawl API. | | urls | URLs | List of URLs to create maps from (separated by commas or new lines). | | ignore\_sitemap | Ignore Sitemap | When true, the sitemap.xml file will be ignored during crawling. | | sitemap\_only | Sitemap Only | When true, only links found in the sitemap will be returned. | | include\_subdomains | Include Subdomains | When true, subdomains of the provided URL will also be scanned. | **Outputs** | Name | Display Name | Info | | :--- | :----------- | :------------------------------------------------------- | | data | Data | Map results containing discovered URLs as a Data object. | ### **Unstructured API** This component uses the Unstructured.io API to extract clean text from raw source documents. It supports a wide range of file types including PDF, DOCX, PPTX, XLSX, HTML, Markdown, images, and many more. **Inputs** | Name | Display Name | Info | | :-------------------------------------- | :----------------------------------------------------------- | :------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- | | path | Files | File upload input (inherited from BaseFileComponent). | | file\_path | Server File Path | Data object with a server file path property or a Message object with a path to the file (inherited from BaseFileComponent). | | separator | Separator | Specify the separator to use between multiple outputs in Message format (inherited from BaseFileComponent). | | silent\_errors | Silent Errors | If true, errors will not raise an exception (inherited from BaseFileComponent). | | delete\_server\_file\_after\_processing | Delete Server File After Processing | If true, the Server File Path will be deleted after processing (inherited from BaseFileComponent). | | ignore\_unsupported\_extensions | Ignore Unsupported Extensions | If true, files with unsupported extensions will not be processed (inherited from BaseFileComponent). | | ignore\_unspecified\_files | Ignore Unspecified Files | If true, Data with no server file path property will be ignored (inherited from BaseFileComponent). | | api\_key | [Unstructured.io](http://Unstructured.io) Serverless API Key | Unstructured API Key. Create at: [https://app.unstructured.io/](https://app.unstructured.io/) | | api\_url | [Unstructured.io](http://Unstructured.io) API URL | Unstructured API URL. | | chunking\_strategy | Chunking Strategy | Chunking strategy to use. Options: (empty), basic, by\_title, by\_page, by\_similarity. | | unstructured\_args | Additional Arguments | Optional dictionary of additional arguments to the Loader. See [https://docs.unstructured.io/api-reference/api-services/api-parameters](https://docs.unstructured.io/api-reference/api-services/api-parameters) for more information. | **Outputs** | Name | Display Name | Info | | :-------- | :----------- | :---------------------------------------------------- | | data | Data | Extracted document content as a list of Data objects. | | dataframe | DataFrame | Extracted document content as a DataFrame object. | | message | Message | Extracted document content as a Message object. | ## **Git** The Git section contains 2 components: Git (loader) and GitExtractor. **Inputs** | Name | Display Name | Info | | :-------------- | :-------------------- | :--------------------------------------------------------------------------------------------------------------------------------------------- | | repo\_source | Repository Source | Select whether to use a local repo path or clone from a remote URL. Options: Local, Remote. | | repo\_path | Local Repository Path | The local path to the existing Git repository (used if 'Local' is selected). | | clone\_url | Clone URL | The URL of the Git repository to clone (used if 'Clone' is selected). | | branch | Branch | The branch to load files from. Defaults to 'main'. | | file\_filter | File Filter | Patterns to filter files. For example: Include only .py files: '.py'. Exclude .py files: '!.py'. Multiple patterns can be separated by commas. | | content\_filter | Content Filter | A regex pattern to filter files based on their content. | **Outputs** | Name | Display Name | Info | | :--- | :----------- | :------------------------------------------ | | data | Data | Loaded documents as a list of Data objects. | ### **GitExtractor** This component analyzes a Git repository and returns file contents, directory structure, repository information, and statistics. **Inputs** | Name | Display Name | Info | | :-------------- | :------------- | :------------------------------------------------------------------------------------------------------------ | | repository\_url | Repository URL | URL of the Git repository (e.g., [https://github.com/username/repo](https://github.com/username/repo)) | **Outputs** | Name | Display Name | Info | | :-------------------------- | :----------------------- | :----------------------------------------------------------------------------------------------------- | | text\_based\_file\_contents | Text-Based File Contents | All text-based file contents as a Message (cropped to 300k characters). | | directory\_structure | Directory Structure | The repository's directory tree as a Message. | | repository\_info | Repository Info | Repository metadata (name, URL, default branch, last commit, branches) as a list of Data objects. | | statistics | Statistics | Repository statistics (total files, size, lines, binary files, directories) as a list of Data objects. | | files\_content | Files Content | Individual file contents with path and size as a list of Data objects. | ### **Confluence** This component loads documents from a Confluence wiki collaboration platform using the Confluence API. **Inputs**
NameDisplay NameInfo
urlSite URLThe base URL of the Confluence Space. Example: https\://\.atlassian.net/wiki.
usernameUsernameAtlassian User E-mail. Example: [email@example.com](mailto:email@example.com)
api\_keyAPI KeyAtlassian Key. Create at: [https://id.atlassian.com/manage-profile/security/api-tokens](https://id.atlassian.com/manage-profile/security/api-tokens)
space\_keySpace Key
cloudUse Cloud?
content\_formatContent FormatSpecify content format. Options: editor, export\_view, anonymous\_export\_view, storage, view. Defaults to storage.
max\_pagesMax PagesMaximum number of pages to retrieve in total, defaults 1000.
Outputs | Name | Display Name | Info | | :--- | :----------- | :------------------------------------------------- | | data | Data | Confluence page content as a list of Data objects. | ### **YouTube** The YouTube section contains 7 components for interacting with YouTube data. **YouTube Channel** This component retrieves detailed information and statistics about YouTube channels as a DataFrame. **Inputs** | Name | Display Name | Info | | :------------------ | :----------------- | :------------------------------------------------------- | | channel\_url | Channel URL or ID | The URL or ID of the YouTube channel. | | api\_key | YouTube API Key | Your YouTube Data API key. | | include\_statistics | Include Statistics | Include channel statistics (views, subscribers, videos). | | include\_branding | Include Branding | Include channel branding settings (banner, thumbnails). | | include\_playlists | Include Playlists | Include channel's public playlists. | Outputs | Name | Display Name | Info | | :---------- | :----------- | :---------------------------------- | | channel\_df | Channel Info | Channel information as a DataFrame. | **YouTube Comments** This component retrieves and analyzes comments from YouTube videos. **Inputs** | Name | Display Name | Info | | :--------------- | :-------------- | :------------------------------------------------------------ | | video\_url | Video URL | The URL of the YouTube video to get comments from. | | api\_key | YouTube API Key | Your YouTube Data API key. | | max\_results | Max Results | The maximum number of comments to return. | | sort\_by | Sort By | Sort comments by time or relevance. Options: time, relevance. | | include\_replies | Include Replies | Whether to include replies to comments. | | include\_metrics | Include Metrics | Include metrics like like count and reply count. | Outputs | Name | Display Name | Info | | :------- | :----------- | :----------------------------- | | comments | Comments | Video comments as a DataFrame. | **YouTube Playlist** This component extracts all video URLs from a YouTube playlist. **Inputs** | Name | Display Name | Info | | :------------ | :----------- | :--------------------------- | | playlist\_url | Playlist URL | URL of the YouTube playlist. | Outputs | Name | Display Name | Info | | :---------- | :----------- | :---------------------------------- | | video\_urls | Video URLs | Playlist video URLs as a DataFrame. | **YouTube Search** This component searches YouTube videos based on a query. **Inputs** | Name | Display Name | Info | | :---------------- | :--------------- | :------------------------------------------------------------------------------------- | | query | Search Query | The search query to look for on YouTube. | | api\_key | YouTube API Key | Your YouTube Data API key. | | max\_results | Max Results | The maximum number of results to return. | | order | Sort Order | Sort order for the search results. Options: relevance, date, rating, title, viewCount. | | include\_metadata | Include Metadata | Include video metadata like description and statistics. | Outputs | Name | Display Name | Info | | :------ | :------------- | :----------------------------------------------------------------------------- | | results | Search Results | Search results as a DataFrame.YouTube TrendingYouTube TrendingYouTube Trending | **YouTube Trending** This component retrieves trending videos from YouTube with filtering options by region and category. **Inputs** | Name | Display Name | Info | | :------------------------ | :---------------------- | :------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------ | | api\_key | YouTube API Key | Your YouTube Data API key. | | region | Region | The region to get trending videos from. Options: Global, United States, Brazil, United Kingdom, India, Japan, South Korea, Germany, France, Canada, Australia, Spain, Italy, Mexico, Russia, Netherlands, Poland, Argentina. | | category | Category | The category of videos to retrieve. Options: All, Film & Animation, Autos & Vehicles, Music, Pets & Animals, Sports, Travel & Events, Gaming, People & Blogs, Comedy, Entertainment, News & Politics, Education, Science & Technology, Nonprofits & Activism. | | max\_results | Max Results | Maximum number of trending videos to return (1-50). | | include\_statistics | Include Statistics | Include video statistics (views, likes, comments). | | include\_content\_details | Include Content Details | Include video duration and quality info. | | include\_thumbnails | Include Thumbnails | Include video thumbnail URLs. | Outputs | Name | Display Name | Info | | :--------------- | :-------------- | :------------------------------ | | trending\_videos | Trending Videos | Trending videos as a DataFrame. | **YouTube Video Details** This component retrieves detailed information and statistics about YouTube videos. **Inputs** | Name | Display Name | Info | | :------------------------ | :---------------------- | :--------------------------------------------------------- | | video\_url | Video URL | The URL of the YouTube video. | | api\_key | YouTube API Key | Your YouTube Data API key. | | include\_statistics | Include Statistics | Include video statistics (views, likes, comments). | | include\_content\_details | Include Content Details | Include video duration, quality, and age restriction info. | | include\_tags | Include Tags | Include video tags and keywords. | | include\_thumbnails | Include Thumbnails | Include video thumbnail URLs in different resolutions. | Outputs | Name | Display Name | Info | | :---------- | :----------- | :---------------------------- | | video\_data | Video Data | Video details as a DataFrame. | **YouTube Transcripts** This component extracts spoken content from YouTube videos with multiple output options. **Inputs** | Name | Display Name | Info | | :------------------- | :------------------- | :----------------------------------------------------------------------------------------------------------------------------------------------------- | | url | Video URL | Enter the YouTube video URL to get transcripts from. | | chunk\_size\_seconds | Chunk Size (seconds) | The size of each transcript chunk in seconds. | | translation | Translation Language | Translate the transcripts to the specified language. Options: (empty), en, es, fr, de, it, pt, ru, ja, ko, hi, ar, id. Leave empty for no translation. | Outputs | Name | Display Name | Info | | :----------- | :------------------ | :-------------------------------------------------------- | | dataframe | Chunks | Transcript chunks with timestamps as a DataFrame. | | message | Transcript | Full transcript as continuous text in a Message object. | | data\_output | Transcript + Source | Transcript text with video URL metadata as a Data object. | ### **ScrapeGraph AI** ScrapeGraph AI is a suite of 3 components for web scraping and search using the ScrapeGraph API. **ScrapeGraph Markdownify API**\ This component converts a web page into Markdown content using the ScrapeGraph Markdownify API. **Inputs** | Name | Display Name | Info | | :------- | :------------------ | :---------------------------------- | | api\_key | ScrapeGraph API Key | The API key to use ScrapeGraph API. | | url | URL | The URL to markdownify. | Outputs | Name | Display Name | Info | | :--- | :----------- | :-------------------------------------- | | data | Data | Markdownified content as a Data object. | **ScrapeGraph Search API** This component performs search queries using ScrapeGraph's search functionality and returns structured search results. **Inputs** | Name | Display Name | Info | | :----------- | :------------------ | :---------------------------------- | | api\_key | ScrapeGraph API Key | The API key to use ScrapeGraph API. | | user\_prompt | Search Prompt | The search prompt to use. | Outputs | Name | Display Name | Info | | :--- | :----------- | :------------------------------- | | data | Data | Search results as a Data object. | **ScrapeGraph Smart Scraper API** This component scrapes a website and returns structured data using ScrapeGraph's AI-powered Smart Scraper. **Inputs** | Name | Display Name | Info | | :------- | :------------------ | :--------------------------------------- | | api\_key | ScrapeGraph API Key | The API key to use ScrapeGraph API. | | url | URL | The URL to scrape. | | prompt | Prompt | The prompt to use for the smart scraper. | Outputs | Name | Display Name | Info | | :--- | :----------- | :--------------------------------------- | | data | Data | Structured scraped data as a Data object |