Content Introduction
The video introduces 'Deep Seek,' a tool designed for web scraping using AI. It outlines the setup process, demonstrating how users can extract valuable data from websites efficiently and cost-effectively. The narrator discusses the importance of web scraping for businesses, highlighting its role in data collection and analysis. They explain the benefits of using AI to enhance scraping capabilities, emphasizing the affordability compared to other methods. Additionally, the video touches on the token usage in API requests tied to the operational costs of the service. Throughout the presentation, practical examples are provided to illustrate how Deep Seek works, including specific API setup steps and output formatting. The narrator concludes by encouraging viewers to like and subscribe to the channel for further content.Key Information
- The speaker discusses using Deep Seek for web scraping, highlighting its affordability and ease of use.
- They outline a setup process that involves configuring Deep Seek and using an Open Source crawler.
- Web scraping is emphasized as a recurrent task for businesses, especially in B2B sectors, where timely data collection is critical.
- The advantages of using AI for scraping tasks are presented, specifically in the context of their cost efficiency compared to traditional methods.
- An explanation follows about the token system used in AI pricing models, relating it to words and data collection requirements.
- The speaker shares personal experiences and examples of API request usage, detailing the cost incurred during scraping activities.
- The importance of maintaining the structured format of scraped data is stressed to ensure consistency in future data processing and analysis.
- Several specific configurations for web scraping are discussed, including excluding external links and processing iframes for efficiency.
- The speaker describes a practical demonstration, including programming commands to set up the scraping task.
- They conclude by summarizing the overall benefits of leveraging AI and web crawling for efficient data collection in various applications.
Timeline Analysis
Content Keywords
Deep Seek
Deep Seek is a tool for web scraping that feels almost illegal due to its low cost. The process involves setting up Deep Seek and the op source crawler, ultimately allowing users to scrape valuable data from websites efficiently.
LLM (Large Language Model)
Scraping with LLMs is crucial for businesses needing ongoing access to valuable data. The emergence of AI has led to the development of numerous startups that are reliant on the capabilities of dependable LLMs, often at a lower cost.
Token Usage
Token count is a vital metric for LLMs, with 1 million tokens roughly equating to 750,000 words, and costs to scrape data are often calculated based on the token use, highlighting the financial aspects of web scraping services.
API Setup
The process of accessing Deep Seek involves setting up an API key, with the minimum charge typically starting at $2, after which one can begin using the tool for scraping tasks.
Crawling vs Scraping
The distinction between crawling and scraping is emphasized, where crawling involves understanding links and navigating through webpages, while scraping focuses on extracting content from specific sites.
AI Scraping Tools
Various AI-powered scraping tools are available that can help businesses in collecting critical data effectively and efficiently while excluding irrelevant data elements for precise results.
Data Structure and Predictability
The predictable structure of data gathered from websites is vital, as it allows for easier processing and integration into databases or frontend applications, leading to better data utilization.
Example of Data Scraping
The speaker walks through a specific example using a hypothetical dataset from a website that requires scraping structured data, showcasing how to effectively extract and utilize that information.
Token Cost Calculation
The video explains the expenses associated with token usage for scraping operations, detailing how many tokens are needed per request and the associated costs.
Comparison of LLMs
The use of platforms like Hugging Face to compare the performance of various LLMs is highlighted, emphasizing community-driven insights and the importance of collaborative feedback in AI development.
Related questions&answers
What is deep seek used for?
How do I set up deep seek for scraping?
Why is scraping considered controversial?
What is the significance of tokens in scraping?
How can I determine the cost of scraping a website?
What is the average cost of scraping using deep seek?
Why is it important to have a predictable structure when scraping?
What features does deep seek offer?
What are some common issues faced during setup?
How can I ensure I don't miss any AI tools for my business?
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