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What is Amazon Kendra?

Amazon Kendra serves as a sophisticated enterprise search solution that emphasizes both accuracy and ease of use, all powered by cutting-edge machine learning technology. This innovative tool significantly improves natural language search capabilities on your websites and applications, enabling users to efficiently find the information they need amid the vast array of content within your organization. Instead of relying solely on basic keywords, users can pose natural language questions, which allows them to receive precise answers, access frequently asked questions, or retrieve entire documents seamlessly. This functionality alleviates the challenges of sifting through lengthy lists of links, where users often feel uncertain if their desired information is present. Furthermore, Kendra effectively breaks down information silos by facilitating the integration of content from diverse sources, including file systems, SharePoint, intranet sites, and file-sharing services, into one cohesive platform for more efficient searching. As users interact with Kendra, the system's results become increasingly refined, thanks to its machine learning algorithms that learn which answers resonate most with users. This ongoing adaptation not only enhances the precision of search results but also creates a more personalized and effective search experience over time. Ultimately, Kendra empowers organizations to provide a more satisfying and productive search journey for their users.

What is Agent Search on Gemini Enterprise Agent Platform?

Agent Search on Gemini Enterprise Agent Platform is a comprehensive tool that enables organizations to build high-quality, AI-driven search experiences powered by their own data. It delivers Google-level search performance across websites, internal systems, and large datasets, including both structured and unstructured information. The platform enhances traditional search by introducing conversational interfaces that understand user intent and provide context-aware results. As a built-in retrieval augmented generation (RAG) system, it grounds AI responses in enterprise data, improving accuracy and reliability. It streamlines complex processes such as data ingestion, transformation, indexing, and retrieval into a simplified workflow that requires minimal setup. Industry-specific capabilities support specialized use cases in healthcare, media, and commerce, offering tailored search and recommendation features. Developers can customize and extend functionality using APIs for embeddings, ranking, document parsing, and grounded generation. The platform also integrates with vector search technology, enabling advanced semantic matching and recommendation engines. With support for custom embeddings and scalable indexing, it can handle massive datasets efficiently. Users can quickly deploy search functionality into websites through widgets or APIs, enabling immediate improvements in user experience. Built-in tools allow for testing, refinement, and optimization of search performance over time. The system also supports generative AI applications by acting as a reliable data retrieval layer for chatbots and assistants. Overall, it transforms enterprise search into an intelligent, scalable, and highly customizable AI-powered experience.

Media

Media

Integrations Supported

AWS AI Services
Amazon Transcribe
Amazon Web Services (AWS)
BA Insight
Chat Mitra
Chatzapbot
Gemini
Gemini 2.5 Flash Native Audio
Gemini 3.5 Flash
Gemini Enterprise
Gemini Enterprise Agent Platform
Google Cloud Document AI
Google Cloud Platform
HTML
Microsoft SharePoint
TriWorldHub

Integrations Supported

AWS AI Services
Amazon Transcribe
Amazon Web Services (AWS)
BA Insight
Chat Mitra
Chatzapbot
Gemini
Gemini 2.5 Flash Native Audio
Gemini 3.5 Flash
Gemini Enterprise
Gemini Enterprise Agent Platform
Google Cloud Document AI
Google Cloud Platform
HTML
Microsoft SharePoint
TriWorldHub

API Availability

Has API

API Availability

Has API

Pricing Information

$2.50 per hour
Free Trial Offered?
Free Version

Pricing Information

Pricing not provided.
Free Trial Offered?
Free Version

Supported Platforms

SaaS
Android
iPhone
iPad
Windows
Mac
On-Prem
Chromebook
Linux

Supported Platforms

SaaS
Android
iPhone
iPad
Windows
Mac
On-Prem
Chromebook
Linux

Customer Service / Support

Standard Support
24 Hour Support
Web-Based Support

Customer Service / Support

Standard Support
24 Hour Support
Web-Based Support

Training Options

Documentation Hub
Webinars
Online Training
On-Site Training

Training Options

Documentation Hub
Webinars
Online Training
On-Site Training

Company Facts

Organization Name

Amazon

Date Founded

1994

Company Location

United States

Company Website

aws.amazon.com/kendra/

Company Facts

Organization Name

Google

Date Founded

1998

Company Location

United States

Company Website

cloud.google.com/products/gemini-enterprise-agent-platform/agent-search

Categories and Features

Enterprise Search

AI / Machine Learning
Faceted Search / Filtering
Full Text Search
Fuzzy Search
Indexing
Text Analytics
eDiscovery

Categories and Features

Enterprise Search

AI / Machine Learning
Faceted Search / Filtering
Full Text Search
Fuzzy Search
Indexing
Text Analytics
eDiscovery

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