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Large language model

Articles from the Zyte blog in Large language model.

OpenClaw and Claude helped me buy the perfect sneakers using Zyte API
Tool-assisted coding

OpenClaw and Claude helped me buy the perfect sneakers using Zyte API

Quickly compare e-commerce products across any site with an agent, a skill and an AI-powered web scraping API.

Ayan Pahwa10 min read
Zyte Blog — field notes from the world of data extraction
AI-assisted data extraction

From screenshot to shopping list in 90 seconds

I built a mood board pipeline that starts with a screenshot. Claude Skills and Zyte API for search, product extraction, and image embedding at any scale.

Neha Setia Nagpal10 min read
Zyte Blog — field notes from the world of data extraction
Data quality

How to ensure data quality in your Scrapy web scraping projects using Spidermon and Claude Code

Spidermon is an open-source monitoring framework for Scrapy. You attach it to your spider, define what "success" looks like, and it automatically checks your crawl results after the spider closes, flagging anything that doesn't meet your standards.

Ayan Pahwa5 min read
Are programming practices relevant anymore?
Web scraping APIs

Are programming practices relevant anymore?

From LLM-powered extraction to agentic pipelines, here's how AI is reshaping every stage of the web scraping workflow in 2026 -- and what it means for your stack.

Mikhail Korobov5 min read
AI is the new engine for web scraping
Web scraping APIs

AI is the new engine for web scraping

From LLM-powered extraction to agentic pipelines, here's how AI is reshaping every stage of the web scraping workflow in 2026 -- and what it means for your stack.

Theresia Tanzil, Robert Andrews5 min read
Code is cheap, show me the talk: How copilots are re-engineering developers
AI-assisted data extraction

Code is cheap, show me the talk: How copilots are re-engineering developers

Discover how AI copilots like Zyte’s Web Scraping Copilot are transforming developer workflows—making code a commodity and shifting value to problem-solving and prompting skills.

Ayan Pahwa10 min read
Build your own MCP server: LLMs meets web data with Zyte API
Web scraping APIs

Build your own MCP server: LLMs meets web data with Zyte API

Learn how to build your own Model Context Protocol (MCP) server to connect LLMs with real-time web data using Zyte API, FastMCP, and the Docker MCP toolkit.

Ayan Pahwa10 min read
More data, more trouble: How a perfect corpus corrupted my AI dream
Data gathering for AI

More data, more trouble: How a perfect corpus corrupted my AI dream

A failed AI experiment reveals why adding more data doesn’t always improve LLM outputs. Learn when web scraping, RAG, and curated datasets actually make AI better.

Neha Setia Nagpal10 min read
Claude skills, MCP or Web Scraping Copilot: Which should you choose?
AI-assisted data extraction

Claude skills, MCP or Web Scraping Copilot: Which should you choose?

Compare Claude skills, MCP servers, and Web Scraping Copilot to understand when to use each for AI-powered web scraping, data extraction, and production pipelines with Zyte API.

Neha Setia Nagpal10 min read
Supercharging web scraping with Claude skills
AI-assisted data extraction

Supercharging web scraping with Claude skills

Learn how Claude skills can automate HTML fetching, AI parsing, selector generation, and structured data extraction to build faster, smarter web scraping workflows.

John Rooney10 min read
Teaching AI to scrape like a pro: how we measure LLMs’ data quality
Scraping practice

Teaching AI to scrape like a pro: how we measure LLMs’ data quality

AI-enabled code editors can now conjure scraping code on command. But is it any good? Here’s how Zyte re-engineered LLMs with Web Scraping Copilot to drive best-in-class output.

Theresia Tanzil10 min read
Claude Sonnet 4.6 is the new best model for writing scrapers
AI-assisted data extraction

Claude Sonnet 4.6 is the new best model for writing scrapers

Claude Sonnet 4.6 is now the top model in Zyte’s Web Scraping Copilot benchmark, narrowly beating Gemini 3 Pro on extraction quality, with a small increase in code complexity.

Konstantin Lopukhin10 min read