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Leveraging MongoDB Atlas Vector Search for Semantic Search and RAG

Analytics Vidhya

Introduction Did you know that MongoDB Atlas now provides powerful vector search capabilities? Yes, it now lets you perform semantic search on your data and implement retrieval-augmented generation (RAG) for large language model (LLM) applications.

Analytics 232
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Multimodal Search Image Application with Titan Embedding

Analytics Vidhya

One such application is a multimodal image search app, which allows users to search for images using natural language queries. In this blog post, we’ll explore […] The post Multimodal Search Image Application with Titan Embedding appeared first on Analytics Vidhya.

Analytics 258
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Kinetica Delivers Real-Time Vector Similarity Search

insideBIGDATA

Kinetica, the real-time GPU-accelerated database for analytics and generative AI, unveiled at NVIDIA GTC its real-time vector similarity search engine that can ingest vector embeddings 5X faster than the previous market leader, based on the popular VectorDBBench benchmark.

Database 434
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New Research from Elastic Finds Conversational Search Could Yield Staggering Productivity Returns

insideBIGDATA

However, early adoption continues to be slowed by chaotic data estates, search challenges, and fears around privacy and security, regulation, and internal skills gaps.

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State Space Search Optimization Using Local Search Algorithms

Analytics Vidhya

Introduction Until now, we have seen two different approaches to state space search. i.e., Uninformed Search and Informed Search Strategies. These search strategies compute the path to the goal state from the initial state. A* Search Strategy is one of the best strategies […].

Algorithm 319
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Elevate Your Search Engine Skills with Uplimit’s Search with ML Course!

KDnuggets

Elevate Your Search Engine Skills! Join Uplimit's SearchML Course now for a 4-week deep dive into machine learning and search. Boost rankings, enhance retrieval, and build with OpenSearch. Enroll today and level up with expert guidance!

ML 334
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The DataHour: Improving Search Results with Semantic Search

Analytics Vidhya

Or the fact that Google or any other search engine can comprehend a sentence’s meaning and provide precise responses to the featured excerpts. The post The DataHour: Improving Search Results with Semantic Search appeared first on Analytics Vidhya.

Analytics 337