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Matthew Bermanyesterday +478Theo - t3․ggyesterday +33AI Engineeryesterday +6The Buildersyesterday +1a16zyesterday +2硅谷101yesterday +1SemiAnalysisyesterday +1Chris WilliamsonyesterdayCheeky PintyesterdayInvest Like The Bestyesterday

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TopicEmbeddingsPersonMatthew BermanLanguageEnglish
6 slides14:30EN
Matthew Berman· Jul 3, 2024Retrieval-Augmented Generation: External Knowledge, Embeddings and SearchMatthew Berman · Forward FutureMatthew Berman introduces RAG using customer-service, company-document and automotive-manual examples, then explains vector retrieval and agents.Retrieval-augmented generationEmbeddingsSearch & retrieval+1
3 slides12:36EN
Matthew Berman· Jan 22, 2024A Beginner’s Face-Image Similarity Demo With OpenCV and pgvectorMatthew Berman · Forward FutureMatthew Berman demonstrates a 2024 Colab pipeline that detects face crops, embeds them and searches a PostgreSQL vector table.Computer VisionEmbeddingsVector search+2
52:10EN
Matthew Berman· Jun 3, 2023James Briggs on Vector Databases, Retrieval and AI MemoryMatthew Berman, James Briggs · Forward FuturePinecone’s developer advocacy manager explains embeddings and external knowledge, recounts the surge after ChatGPT and AutoGPT, and considers long context windows.EmbeddingsVector searchRetrieval-augmented generation+2