How to get clean web data for chatbots and LLMs

Problem: Web data is messy and unstructured, full of irrelevant information and duplicates, making it difficult to use in chatbots and language models. Websites often block scraping bots, making it difficult to collect data at scale

Solutions

• Identifying and overcoming common scraping pitfalls
• Using “headless browsers” and proxies to avoid blocking
• Employing tools and techniques for content cleaning
• Strategies for efficient page crawling and data deduplication
• Streamlining the process by integrating scrapers with LangChain