LangChain | Document Loader | WebBaseLoader: Scrape Web Pages for AI | Video #29
Автор: Vikas Munjal Ellarr
Загружено: 2026-01-30
Просмотров: 8
Описание:
In Video #29 of our LangChain Full Course, we explore the WebBaseLoader, the tool that connects your AI to the live web! 🌐
I will show you how to use WebBaseLoader to pull visible text from any URL using the BeautifulSoup library. We will go beyond just loading data—I'll show you a real-world project where we scrape a news article and use a LangChain Chain to automatically generate a concise summary of the page.
✅ In this practical tutorial, we cover:
Installation: Setting up beautifulsoup4 to enable web scraping.
Loading Single & Multiple URLs: How to pass one or many web addresses to the loader.
Visible Text Extraction: How LangChain filters out HTML tags to give you clean text.
The "Summary" Project: * Loading a news URL (e.g., an article about Virat Kohli).
Creating a PromptTemplate for summarization.
Building a Chain using the | (pipe) operator.
Running the chain to get a live summary of the web content.
Limitations: When to use WebBaseLoader vs. tools for JavaScript-heavy sites (like Selenium).
Why this matters: The internet is the world's largest database. Mastering the WebBaseLoader allows your AI applications to stay updated with real-time news, blog posts, and public documentation.
#LangChain #DocumentLoader #WebBaseLoader #WebScraping #RAG #BeautifulSoup #PythonAI #GenerativeAI #OpenAI #LLM #AITutorial #Coding #Summarization #aiengineering
Follow the Full Course Playlist here: • LangChain Full Course: Step-by-Step Tutori...
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