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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.

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Implementation of Depth First Search (DFS) Algorithm in Python

Analytics Vidhya

Introduction In depth-first search (DFS), all nodes are explored along some branch and backtracked. It is the same as going down, validating the tunnel, and so on for all […] The post Implementation of Depth First Search (DFS) Algorithm in Python appeared first on Analytics Vidhya.

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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.

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Understanding the Greedy Best-First Search (GBFS) Algorithm in Python

Analytics Vidhya

A clever problem-solver, however, if you use the Greedy Best-First Search (GBFS) algorithm, you are willing to help. In this series of articles, I will explain Greedy Best-First Search and show examples using Python […] The post Understanding the Greedy Best-First Search (GBFS) Algorithm in Python appeared first on Analytics Vidhya.

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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.

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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 […].

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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.

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