The YoutubeVideoSearchTool
is designed to perform a RAG (Retrieval-Augmented Generation) search within the content of a Youtube video.
YoutubeVideoSearchTool
crewai_tools
package and is designed to perform semantic searches within Youtube video content, utilizing Retrieval-Augmented Generation (RAG) techniques.
It is one of several “Search” tools in the package that leverage RAG for different sources.
The YoutubeVideoSearchTool allows for flexibility in searches; users can search across any Youtube video content without specifying a video URL,
or they can target their search to a specific Youtube video by providing its URL.
YoutubeVideoSearchTool
, you must first install the crewai_tools
package.
This package contains the YoutubeVideoSearchTool
among other utilities designed to enhance your data analysis and processing tasks.
Install the package by executing the following command in your terminal:
YoutubeVideoSearchTool
with a CrewAI agent:
YoutubeVideoSearchTool
accepts the following parameters:
False
.YoutubeVideoSearchTool
with a CrewAI agent:
YoutubeVideoSearchTool
is implemented as a subclass of RagTool
, which provides the base functionality for Retrieval-Augmented Generation:
YoutubeVideoSearchTool
provides a powerful way to search and extract information from YouTube video content using RAG techniques. By enabling agents to search within video content, it facilitates information extraction and analysis tasks that would otherwise be difficult to perform. This tool is particularly useful for research, content analysis, and knowledge extraction from video sources.