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Maximilian Werk

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Empower AI: Building Smarter Solutions with EmbeddingsDevWorld 20242024-02-29
Claims a practical pipeline: use embeddings for retrieval to supply correct context to a large language model and stop hallucinations, with demos on internal…
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Model Fine-tuning For Search: From Algorithms to InfraBerlin Buzzwords 20232023-06-18
Fine-tuning turns pretrained encoders into searchable embeddings by cutting classification heads, attaching pooling layers and training with…
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Neural Search - Let's talk about qualityBerlin Buzzwords 20222022-06-12
An open-source finetuner is used with Elasticsearch plus vector search to improve e‑commerce fashion retrieval on a 410‑item WDC corpus; plain CLIP performs…
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