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Knowledge Bases for Amazon Bedrock now supports hybrid search

AWS Machine Learning - AI

At AWS re:Invent 2023, we announced the general availability of Knowledge Bases for Amazon Bedrock. With a knowledge base, you can securely connect foundation models (FMs) in Amazon Bedrock to your company data for fully managed Retrieval Augmented Generation (RAG).

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Use RAG for drug discovery with Knowledge Bases for Amazon Bedrock

AWS Machine Learning - AI

Knowledge Bases for Amazon Bedrock allows you to build performant and customized Retrieval Augmented Generation (RAG) applications on top of AWS and third-party vector stores using both AWS and third-party models. If you want more control, Knowledge Bases lets you control the chunking strategy through a set of preconfigured options.

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How to Use Generative AI and LLMs to Improve Search

TechEmpower CTO

While traditional search systems are bound by the constraints of keywords, fields, and specific taxonomies, this AI-powered tool embraces the concept of fuzzy searching. One of the most compelling features of LLM-driven search is its ability to perform "fuzzy" searches as opposed to the rigid keyword match approach of traditional systems.

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Ticket Management: What Makes a Good Ticketing System?

Kaseya

It is usually part of a company’s help desk and technical support system wherein internal employees, as well as external customers, in the case of Managed Service Providers (MSPs), can reach out to the company’s support team and submit requests for any IT issues they might be facing. How Does an IT Ticketing System Work?

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YC’s latest batch sure was a lot of ‘maybe AI can do… this?’

TechCrunch

But we’ve seen over and over how these systems demo well but fall down under systematic requirements or as tools with reliable and repeatable results. Buy a couple hundred 5-star reviews and you’re on your way! Linkgrep – Suggests things from knowledge base and adds to chat or notes live in browser.

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Automate the insurance claim lifecycle using Agents and Knowledge Bases for Amazon Bedrock

AWS Machine Learning - AI

You can now use Agents for Amazon Bedrock and Knowledge Bases for Amazon Bedrock to configure specialized agents that seamlessly run actions based on natural language input and your organization’s data. System integration – Agents make API calls to integrated company systems to run specific actions.

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3 ways Generative AI is transforming the retail industry

CIO

Essentially, tailoring the answer not only based on a massive knowledge base of data, but also on the individual customer’s preferences. Caton : CarMax reviews millions of vehicles. CarMax used the Azure OpenAI Service to analyze millions of reviews and present a summary.