Farzad Sunavalafarzzy.hashnode.dev·Apr 26, 2024FeaturedA Closer Look at Azure AI Search's Scalar Quantization and 'Stored' Property EnhancementsAzure AI Search has recently launched new storage limits, enhancing its capabilities with two innovative features aimed at optimizing price-performance: Scalar Quantization and a new "stored" property for vector fields. This blog post delves into the...Discuss·25 likes·206 readsAzure
Saurabh Naiksaurabhz.hashnode.dev·Apr 12, 2024Navigating Knowledge Landscapes: Building Basic Knowledge Graphs with Vector SearchIntroduction: In the vast expanse of data, finding relevant information can feel like searching for a needle in a haystack. Traditional search methods often fall short when it comes to understanding the context and relationships between different pie...DiscussGenerative AIgenerative ai
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
Adeniyi Adedotun (nisun-dot)adeniyiadedotun.hashnode.dev·Mar 30, 2024Comprehensive Guide to Implementing Full Text Search in PostgreSQLPostgreSQL, often referred to as Postgres, is a powerful open-source relational database management system (RDBMS) known for its robust features and extensibility. One of its standout capabilities is its support for full-text search, which enables us...DiscussPostgreSQL
Ce Gaoforpgvecto.rsblog.pgvecto.rs·Mar 19, 2024pgvector vs. pgvecto.rs in 2024: A Comprehensive Comparison for Vector Search in PostgreSQLpgvector and pgvecto.rs are both vector search extensions designed to enhance the capabilities of PostgreSQL. These extensions revolutionize the way vector search is performed within the database, providing scalable, low-latency, and hybrid-enabled s...Discuss·19 likes·2.3K readsPostgreSQL
Samiksha KolheforTeckbaker's Blogteckbakers.hashnode.dev·Mar 10, 2024Every Developer Should Know: Advance Prompt Engineering TechniquesHello Techies👋! Hope you all are doing amazing stuff. I'm back with another amazing and trending stuff in market today i.e. Prompt Engineering. It's sort of techniques to use openAI or opensource LLM's to use efficiently with 100% of their potential...Discuss·7 likesGenerative AIgenai
Ce Gaoforpgvecto.rsblog.pgvecto.rs·Mar 8, 2024Building the RAG pipeline with LlamaIndex and pgvecto.rsLlamaIndex is a simple, flexible data framework for connecting custom data sources to large language models (LLMs). pgvecto.rs provides a LlamaIndex integration that allows you to retrieve the most similar vectors. In this blog post, we will show you...Discuss·3 likes·119 readsAI
Ce Gaoforpgvecto.rsblog.pgvecto.rs·Mar 8, 2024Building LLM Applications in LangChain using pgvecto.rsLangChain is a framework for developing applications powered by language models. It enables applications that: Are context-aware: connect a language model to sources of context (prompt instructions, few shot examples, content to ground its response ...Discuss·130 readsAI
Farzad Sunavalafarzzy.hashnode.dev·Feb 24, 2024Leveraging OpenAI's New Text-Embedding-3 Large Model in Azure AI SearchIntroduction When integrated with OpenAI's latest text-embedding-3-large model, Azure AI Search offers remarkable embedding generation and storage optimization capabilities. This article demonstrates how to employ Azure OpenAI Service for generating ...Discuss·11 likes·1.7K readsAzure
Ce Gaoforpgvecto.rsblog.pgvecto.rs·Feb 20, 2024pgvecto.rs 0.2: Unifying Relational Queries and Vector Search in PostgreSQLWe are excited to announce the release of pgvecto.rs 0.2, a significant milestone in the journey of bridging the gap between relational queries and vector search in PostgreSQL. This update brings together the power of both worlds, offering enhanced e...Discuss·15 likes·1.3K readsVectorSearch