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Amazon OpenSearch Zero ETL with S3 and New OR1 Instances
Amazon has announced the preview of the Amazon OpenSearch Service's zero-extraction, transformation, and loading (ETL) integration with Amazon S3, offering a novel method to analyze operational logs in Amazon S3 and S3-based data lakes without the need to switch between services. Amazon also announced the new OR1 instances for Amazon OpenSearch Service.
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Practical Advice for Retrieval Augmented Generation (RAG), by Sam Partee at QCon San Francisco
At the recent QCon San Francisco conference, Sam Partee, principal engineer at Redis, gave a talk about Retrieval Augmented Generation (RAG). He discussed Generative Search, which combines large language models (LLMs) with vector databases to improve information retrieval. Partee discussed several innovative tricks such as Hypothetical Document Embeddings (HyDE), and semantic caching.
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Google Expands Vertex AI Search and Conversation Capabilities
At its Google Cloud Next conference, Google officially introduced new capabilities for its enterprise AI platform, Vertex AI, which aim to enable more advanced user workflows, among other things.
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Vector Engine for Amazon Opensearch Serverless Now in Preview
AWS announced the preview release of vector storage and search capability within Amazon OpenSearch Serverless. The capability is intended to support machine learning augmented search experiences and generative AI applications.
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Microsoft Introduces the Public Preview of Vector Search Feature in Azure Cognitive Search
At its annual Inspire conference, Microsoft recently announced the public preview of Vector search in Azure Cognitive Search, a capability for building applications powered by large language models. It is a new capability for indexing, storing, and retrieving vector embeddings from a search index.
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AWS Adds Multi-AZ with Standby Support to OpenSearch Service
OpenSearch Service recently introduced support for Multi-AZ with Standby, a new deployment option for the search and analytics engine that provides 99.99% availability and better performance for business-critical workloads.
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GitHub Overhauls Code Search Using New Search Engine
GitHub has introduced its new code search feature, including a redesigned search interface, a new code view, and a search engine rebuilt from scratch to be faster, more capable, and to better understand code, says GitHub software engineer Colin Merkel.
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AWS Announces Amazon OpenSearch Ingestion for Streamlined Data Ingestion
AWS recently announced Amazon OpenSearch Ingestion, a capability of Amazon OpenSearch Service that provides a serverless, auto-scaled, managed data collector that receives, transforms, and delivers data to Amazon OpenSearch Service domains or Amazon OpenSearch Serverless collections.
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Amazon OpenSearch Service Introduces Security Analytics
Amazon recently announced the general availability of security analytics for OpenSearch Service. The new capability of the successor of ElasticSearch Service provides threat monitoring, detection, and alerting features to help manage security threats.
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AWS OpenSearch Serverless Now Generally Available
Amazon recently announced the general availability of OpenSearch Serverless, a new serverless option for Amazon OpenSearch service, which automatically provisions and scales the underlying resources for faster data ingestion and query responses.
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Elastic 8.6 Released with Improvements to Observability, Security, and Search
Elastic has released Elastic 8.6 with improvements across the entire Elastic Search Platform including Elastic Enterprise Search, Elastic Observability, Elastic Security, and Kibana. The release includes additional connector clients, better observability of dependencies, improvements to alerts generated from prebuilt security rules, and temporary data views.
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Amazon Announces Preview of OpenSearch Serverless
AWS recently announced the preview of OpenSearch Serverless, a new option of OpenSearch service that automatically provisions and scales the resources for data ingestion and query responses. The minimum capacity required for the serverless option raised some concerns in the community.
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Amazon OpenSearch Adds Anomaly Detection for Historical Data
Amazon OpenSearch recently introduced the support of anomaly detection for historical data. The machine learning based feature helps identifying trends, patterns, and seasonality in OpenSearch data.
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Pinecone 2.0 Aims to Bring Vector Similarity Search to Production
Pinecone recently introduced version 2.0 of its vector similarity search solution aiming to make it easier for companies to build recommendation systems, image search, and similar applications. InfoQ has taken the chance to speak with Edo Liberty, founder and CEO of Pinecone.
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AWS Renames Amazon Elasticsearch Service to Amazon OpenSearch Service
Recently AWS announced that it would rename Amazon Elasticsearch Service to Amazon OpenSearch Service. With the renaming, the company releases the service with OpenSearch 1.0 support and makes it the successor to Amazon Elasticsearch Service.