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Malte Pietsch

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The AI CocktailAI_dev Europe 20252025-08-28
Company built two products (Haystack and deepset AI platform) and reports working with hundreds of teams and 400,000 monthly active developers. Key claim…
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Connect GPT with your data: Retrieval-augmented GenerationBerlin Buzzwords 20232023-06-18
Shows how to connect LLMs to private company data using retrieval-augmented generation with concrete code in Haystack, a live demo that swaps plain GPT answers…
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The Invasion of Transformers - Boosting Search with Latest NLPBerlin Buzzwords 20212021-06-15
Claims that transformer-backed search moves from lab to production with measurable gains using dense passage retrieval (DPR) plus Approx. Nearest Neighbour…
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Transfer Learning - Entering a new era in NLPPyData Warsaw 20192019-12-12
Transfer learning is now practical: BERT and Transformer variants move from papers to production, Google reports BERT serving ~10% of US search queries, and…
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