A developer built a Python tool that exports any public Telegram channel to JSON without a login or bot token by scraping the t.me/s/<channel> web preview with httpx and BeautifulSoup, then paginating…
A developer designed a self-hosted article-to-Markdown extraction microservice using FastAPI, Trafilatura, Readability-lxml, and an asynchronous Playwright fallback to convert raw web pages into clean…
A developer built an asynchronous Python lead-enrichment and email-verification engine that combines DNS/MX lookups, raw SMTP handshake checks, concurrent aiohttp scraping of company sites, and a dual…
A technical guide outlines a resilient Python web-scraping architecture that splits work into discovery, extraction, and validation stages, using progressive extraction that tries a standard HTTP requ…
A developer has outlined a self-healing web scraping architecture that uses an LLM only as a fallback when hardcoded CSS selectors break, rather than for every request. The approach validates extracte…
A three-day comparison of AI web scraping tools found Firecrawl, at roughly $20 per month for its starter tier, outperforms Browse AI (~$40/mo) and a custom Playwright plus Claude 3.5 Sonnet loop for …
AI web scraping uses large language models to interpret webpage layouts and extract data semantically, replacing brittle HTML selectors. The approach reduces maintenance but introduces token costs and…
Pig Data has released a Python SDK called scraping-ai that extracts structured data from webpages without relying on fragile CSS selectors. The tool uses a pipeline of dynamic rendering, Markdown dist…
A developer built a local embeddings pipeline using Ollama's nomic-embed-text model, ChromaDB, and Python, embedding local files and a live URL for semantic search. The pipeline encountered a context …
A new Python tutorial demonstrates how to build an AI web scraper that cleans HTML, converts it to Markdown, and uses OpenAI's gpt-5.4-nano model to answer user queries, reducing token usage by sendin…
A developer debugging a Cursor AI coding agent discovered that hidden text on a supplier's webpage injected malicious instructions into the model, causing it to output unexpected commands. The inciden…
A developer's practical guide to Python web scraping in 2026 warns that basic techniques like `time.sleep()` lead to blocks, recommending `httpx` with `selectolax` for static pages, Playwright for cli…
A developer describes using Chat4Data, an AI agent that extracts structured data from live web pages via plain-language descriptions, to scrape World Cup betting odds from Polymarket without writing c…
A developer demonstrates how to convert any URL or entire website into clean Markdown for retrieval-augmented generation (RAG) pipelines using Apify's Website to Markdown tool. The tool uses real Chro…
A developer built a modular CLI tool called 'research-loop' to automate web research, addressing the inefficiency of manually collecting and synthesizing information from browser tabs. The tool runs a…
A developer created a Python cleaning layer to sanitize SERP API responses before sending them to an LLM. The approach normalizes fields like title, URL, snippet, and position, stripping out raw HTML,…
XiaoKe API Gateway launched a suite of 7 micro-APIs for AI agents, enabling autonomous discovery, payment, and execution of tasks like PDF extraction, web scraping, OCR, code review, translation, summ…
LectuLibre built an AI-powered book translation service that parses and rebuilds EPUB files without breaking navigation or metadata. The team chose the ebooklib Python library but had to add extensive…
Apify released a tutorial for Crawlee for Python, demonstrating how to build a web crawling pipeline with robots handling, link graphs, and RAG chunk export. The tutorial covers environment setup, sta…
LectuLibre developed a chunking strategy to translate entire books using large language models while preserving narrative coherence. The pipeline parses documents into logical units like chapters, spl…