InTDS ArchivebyBernd WesselyAlign Your Data Architecture for Universal Data SupplyFollow me through the steps on how to evolve your architecture to align with your business needsJan 312Jan 312
Shaw TalebiFine-Tuning Text Embeddings For Domain-Specific SearchAn overview with Python codeJan 245Jan 245
Thomas LawlessIsolated, Hermetic, and Reproducible BuildsCreating secure software artifacts is no longer an activity reserved for large companies and enterprises. As the software industry…Mar 19, 2023Mar 19, 2023
Jo Kristian BergumHow not to use BERT for Search RankingBERT turned 2 years a few days ago, and since its introduction it has been a game changer for Search and Ranking.Oct 14, 2020Oct 14, 2020
InTDS ArchivebyBen WeberDeep Learning for Click Prediction in Mobile AdTechMachine Learning for Real-Time BiddingJan 23Jan 23
InTDS ArchivebyMariya MansurovaCan LLMs Replace Data Analysts? Learning to CollaboratePart 3: Teaching the LLM agent to pose and address clarifying questionsJan 9, 20246Jan 9, 20246
InTDS ArchivebyMariya MansurovaCan LLMs Replace Data Analysts? Getting Answers Using SQLPart 2: Diving deeper into LLM agentsDec 22, 20236Dec 22, 20236
Intech-that-worksbyAditya KumarMaximal Marginal Relevance to Rerank results in Unsupervised KeyPhrase ExtractionMaximal Marginal Relevance a.k.a. MMR has been introduced in this paper The Use of MMR, Diversity-Based Reranking for Reordering Documents…Oct 24, 20192Oct 24, 20192
JyotsanaEnhancing Visual Appeal: Using ML to identify diverse images to elevate Product PagesIn a sea of online offerings, standing out is paramount. Consumers crave unique and engaging visual content that resonates with their…Aug 9, 2023Aug 9, 2023
Levi StringerSimplifying LLaMA on AWS BedrockIn this tutorial, I’ll guide you through setting up and using Meta’s LLaMA model on AWS Bedrock, showcasing a semi-practical use case……Sep 24, 2024Sep 24, 2024
InTDS ArchivebyMohamad HamzaHistogram of Oriented Gradients (HOG) in Computer VisionAn explanation and implementation of Histogram of Oriented Gradients (HOG) for object detection and recognitionNov 4, 2024Nov 4, 2024
InTowards AIbyYuki ShizuyaVision Embedding Comparison for Image Similarity Search: EfficientNet vs.What are the differences in embeddings among these models?Oct 12, 20247Oct 12, 20247
Intech-at-instacartbyVinesh GudlaSupercharging Discovery in Search with LLMsAuthors: Taesik Na, Yuanzheng Zhu, Vinesh Gudla, Jeff Wu, Tejaswi Tenneti Key contributors: Akshay Nair, Benwen Sun, Chakshu Ahuja, Jesse…Sep 25, 2024Sep 25, 2024
InEngineering @VarobyRitesh AgrawalFeature Store: Challenges and ConsiderationsAuthors: Ritesh Agrawal, Brandon LeeMay 24, 2021May 24, 2021
InTowards AIbySurya MaddulaNot RAG, but RAG Fusion? Understanding Next-Gen Info Retrieval.AI and Natural Language Processing are advancing at an incredible pace, and now more than ever, we need better and more RELIABLE ways to…Sep 22, 202412Sep 22, 202412
Simeon EmanuilovColPali — Revolutionizing multimodal document retrievalIn the rapidly evolving landscape of artificial intelligence and information retrieval, a groundbreaking model called ColPali has emerged…Sep 7, 20241Sep 7, 20241
Kareem MohllalTurn Data Changes into Events with Debezium and EventBridgeCapture data changes and deliver events to downstream systems with an event-centric CDC pipeline.Apr 14, 2024Apr 14, 2024
InGenerative AIbyJim Clyde MongeOpenAI’s o1 Model is Finally Here — A Model that Thinks Hard Before it Respondso1 model can reason through complex tasks and solve harder problems than previous models in science, coding, and math.Sep 13, 202423Sep 13, 202423
In𝐀𝐈 𝐦𝐨𝐧𝐤𝐬.𝐢𝐨byShashank VatsA Guide to Fine-Tuning CLIP Models with Custom DataArtificial intelligence and machine learning have come a long way in recent years, with advances in the field allowing researchers and…Jun 1, 20235Jun 1, 20235
Zachariah ZhangColBERT — A Late Interaction Model For Semantic SearchTLDR — Single vector embedding search model’s are efficient for search but they create an information bottleneck which limits performance…Nov 17, 20224Nov 17, 20224
