Vivek AtwalProengblog.vivekatwal.com·Apr 1, 2024Vector search in elasticsearchhttps://twitter.com/lintool/status/1681333664431460353?s=20 Take on how lucene can win the vector database race. There are few reason why this might happen Pure vector search doesn't work well. Need hybride solutions like 1. HNSW+Inverted index or...DiscussVectorSearch
John Vesterjohnjvester.hashnode.dev·Mar 21, 2024Using pgvector To Locate Similarities In Enterprise DataSoftware engineers occupy an exciting place in this world. Regardless of the tech stack or industry, we are tasked with solving problems that directly contribute to the goals and objectives of our employers. As a bonus, we get to use technology to mi...Discussvector
Akriti Upadhyayakritiu.hashnode.dev·Feb 2, 2024Integrating LlamaIndex and Qdrant Similarity Search for Patient Record RetrievalIntroduction The medical field is currently experiencing a remarkable surge in data, a result of the progress in medical technologies, digital health records (EHR), and wearable health devices. The ability to effectively manage and analyze this intri...DiscussRAG
Liaichi_Mustaphait-lounge.hashnode.dev·Jan 20, 2024Customizing AI Responses with Llama Index: A Case Study in Data-Specific InteractionIntroduction: In the realm of AI-driven applications, ensuring that an AI model responds solely based on a specific dataset can be a pivotal requirement. This blog takes you through a journey of customizing a model to limit its responses to a predefi...DiscussLLaMa
Aditya Krishna Guptablog.adityakrishna.com·Jan 14, 2024Vector Embeddings: A Deep Dive into Their Meaning, Mechanics, and ImpactIn the ever-evolving landscape of machine learning and natural language processing, vector embeddings stand out as a powerful and versatile concept. These mathematical representations of words, phrases, or entities have become the backbone of various...Discuss·1 like·64 readsvector embeddings
Vikraman Svikraman.hashnode.dev·Sep 22, 2023Unveiling the Pioneers: A Study of Leading Vector Database TechnologiesIntroduction: In today’s digital age, we’re surrounded by an overwhelming amount of data. From the songs we stream to the photos we share, the digital footprints we leave are vast and varied. But have you ever paused to wonder how platforms like Spot...Discussvector database
Harsh Shahryuusama.hashnode.dev·Aug 15, 2023Vector Databases & Weaviate 📅Introduction Artificial intelligence 🤖 has evolved at an unprecedented rate , no one could've imagined. AI is bringing a revolution in all fields and changing how things work. To support this, efficient data storing 🛄 and processing has become cruc...Discuss·2 likesvector database
ANKIT DASHankitdash.hashnode.dev·Mar 24, 2023Hierarchical Navigable Small Worlds Algorithm (HNSW)Introduction The hierarchical Navigable Small Worlds Algorithm (HNSW) is a vector similarity search algorithm that searches for the nearest neighbor given a particular vector which is primarily based on graph networks and graph algorithms. It was pro...Discuss·1 like·252 readsMachine Learning
Chirag Chauhanchirag-chauhan.hashnode.dev·Mar 2, 2023Vector Database Tutorial using Pinecone: the new generation database for AIThe amount of unstructured data has significantly increased nowadays with the difficulty of analyzing, and the requirement of specific tools because most data tools cannot ingest it. The structured data is stored with predefined relationships between...Discuss·616 readsVectorSearch
Embedderlangchainers.hashnode.dev·Feb 28, 2023Question & Answer (Q&A) using LangChain.js(This tutorial is intentionally oversimplified and overly instructive with the objective of helping make AI more approachable. Examples are from the LangChain library with more "hand holding" for those who need help getting started) Pre-requisites & ...Muhammad Faizan and 4 others are discussing this5 people are discussing thisDiscuss·4 likes·3.9K readsAI
