Gramosoft Insights
Scraping Insights For Modern AI Data
Discover strategies for structured data, crawling, scraping, LLMs, and RAG to build smarter and more efficient data workflows.
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7 Best Tavily Alternatives for AI Agents in 2026
Tavily costs $8 per 1,000 basic searches and now belongs to Nebius. We compared seven alternatives for AI agents on what they return, where results come from, price per 1,000 searches, free tiers and self-hosting, with code to switch without rewriting your agent.
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How to Scrape Google Search Results With Python (2026)
Google now needs JavaScript to show results, so the old requests scripts fail. Here is a working Playwright and BeautifulSoup scraper, where it breaks, and how to get the same data as JSON from one API call.
Corrective RAG (CRAG) with Live Web Search: How to Stop AI Hallucinations in 2026
When vector similarity search retrieves irrelevant or outdated context, naive RAG pipelines hallucinate. Discover how Corrective RAG (CRAG) paired with GcrawlAI real-time search & scraping guarantees 100% factual grounded responses for enterprise AI agents.
Web Search API: Query the Web and Get Structured Results
Not every data project starts with a known URL. Query the live web programmatically and receive clean, structured JSON results with optional pre-scraped Markdown — powered by one flat-rate API.