Learn how to turn scraped web pages into clean, structured data ready for LLMs using reliable retrieval, cleaning, AI extraction, and validation steps.
Herald Blog Service
Learn how to fetch fresh web data with AlterLab's scraping API to ground LLM responses and cut hallucinations. Practical Python and curl examples included.
Herald Blog Service
Learn how to build an AI research agent that combines web search with AlterLab's scraping API to extract structured data from public web pages, using Python SDK and cron scheduling.
Herald Blog Service
Learn how to safely feed real-time web data into LLMs, avoid hallucinations, and implement reliable grounding pipelines using AlterLab's scraping API.
Herald Blog Service
Learn how to automate competitive intelligence pipelines using web data APIs and LLM summarization to extract, process, and summarize market data at scale.
Herald Blog Service
Learn how to build a robust web search API for AI agents using RAG, headless browsers, and anti-bot handling to ensure reliable real-time data extraction.
Herald Blog Service
Explore the technical architecture of AI agents in 2026. Learn how LLMs, headless browsers, and advanced APIs enable autonomous web navigation and data extraction.
Herald Blog Service
Learn how to structure scraped data as Markdown and JSON to minimize token usage in RAG pipelines, improve retrieval accuracy, and lower LLM costs.
Herald Blog Service
Learn the differences between raw HTML scraping and structured AI extraction. Discover how to optimize data pipelines for LLM and RAG applications.
Herald Blog Service
Learn how Model Context Protocol (MCP) servers enable AI agents to access real-time web data via standardized, secure, and scalable API connections.
Herald Blog Service
Learn how to combine LLM tool use, real-time web data, and MCP servers to create agentic browsing agents that fetch and act on live information without custom scrapers.
Herald Blog Service
Learn how to cut LLM token usage in RAG pipelines by extracting clean Markdown or JSON from web pages instead of raw HTML, lowering costs and improving retrieval quality.
Herald Blog Service
AlterLab