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docs/tools/youtubevideosearchtool.mdx

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+---
+title: YouTube Video RAG Search
+description: The `YoutubeVideoSearchTool` is designed to perform a RAG (Retrieval-Augmented Generation) search within the content of a Youtube video.
+icon: youtube
+---
+
+# `YoutubeVideoSearchTool`
+
+<Note>
+    We are still working on improving tools, so there might be unexpected behavior or changes in the future.
+</Note>
+
+## Description
+
+This tool is part of the `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.
+
+## Installation
+
+To utilize the `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:
+
+```shell
+pip install 'crewai[tools]'
+```
+
+## Example
+
+To integrate the YoutubeVideoSearchTool into your Python projects, follow the example below. 
+This demonstrates how to use the tool both for general Youtube content searches and for targeted searches within a specific video's content.
+
+```python Code
+from crewai_tools import YoutubeVideoSearchTool
+
+# General search across Youtube content without specifying a video URL, 
+# so the agent can search within any Youtube video content 
+# it learns about its url during its operation
+tool = YoutubeVideoSearchTool()
+
+# Targeted search within a specific Youtube video's content
+tool = YoutubeVideoSearchTool(
+    youtube_video_url='https://youtube.com/watch?v=example'
+)
+```
+
+## Arguments
+
+The YoutubeVideoSearchTool accepts the following initialization arguments:
+
+- `youtube_video_url`: An optional argument at initialization but required if targeting a specific Youtube video. It specifies the Youtube video URL path you want to search within.
+
+## Custom model and embeddings
+
+By default, the tool uses OpenAI for both embeddings and summarization. To customize the model, you can use a config dictionary as follows:
+
+```python Code  
+tool = YoutubeVideoSearchTool(
+    config=dict(
+        llm=dict(
+            provider="ollama", # or google, openai, anthropic, llama2, ...
+            config=dict(
+                model="llama2",
+                # temperature=0.5,
+                # top_p=1,
+                # stream=true,
+            ),
+        ),
+        embedder=dict(
+            provider="google", # or openai, ollama, ...
+            config=dict(
+                model="models/embedding-001",
+                task_type="retrieval_document",
+                # title="Embeddings",
+            ),
+        ),
+    )
+)
+```