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Zain Hasan

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ColPali’s Vision-Powered RAG for Enterprise DocumentsPyData Global 20242024-12-03
Claims that ColPali embeds entire pages into multi-vector representations using VLMs and then retrieves by maximum similarity token-patch scoring…
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Advanced Retrieval-Augmented Generation TechniquesBerlin Buzzwords 20242024-06-09
Applies RAG to a medical-chatbot pipeline using a 170,000 patient-summaries plus 1.4M-abstracts PMC patients dataset, indexes them into an open-source vector…
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Using Vector Databases for Multimodal Embeddings and SearchNDC London 20242024-01-29
Shows how open-source multimodal encoders (example: ImageBind) plus an open-source vector database (example: we8) convert images audio video and text into…
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Getting Started With Vector DatabasesBig Data Conference Europe 20232023-11-22
Explains that vector databases store vectors alongside originals so semantic similarity returns meaning not keywords and scales to billions of documents; demos…
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PremiereConf42 Machine Learning 20232023-05-18
A rapid lineup of short sessions promises concrete takeaways: why Edge is the new Cloud with cases that must not send data to the cloud, an Apache Airflow…
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A gentle introduction to Vector DatabasesConf42 Machine Learning 20232023-05-18
Explains that vector databases store embeddings plus original objects, use approximate nearest neighbor indexes to search billions of vectors, and support CRUD…
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