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AI pipeline

Artificial Intelligence tutorial - IT technology blog
Posted inAI

Haystack 2.0: Building Document Processing Pipelines with Document Indexing, Hybrid Retrieval, and Smart Q&A

Posted by By admin June 29, 2026
Haystack 2.0 lets you build AI document processing pipelines as directed graphs: each component connected explicitly, making them easy to debug and extend. This guide walks through document indexing, hybrid retrieval combining BM25 and embeddings, and a production-ready Q&A pipeline in Python.
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Artificial Intelligence tutorial - IT technology blog
Posted inAI

Firecrawl: Web Data Collection for AI Applications When Traditional Scrapers Fall Short

Posted by By admin February 27, 2026
When BeautifulSoup returned "Please enable JavaScript" at 2 AM the night before a deadline, Firecrawl was what saved the entire pipeline. A practical guide to using Firecrawl to collect clean web data for AI and RAG pipelines with Python.
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