AI EXPRESS
  • AI
    Rain nabs $11M to build voice experiences for brands

    Rain nabs $11M to build voice products

    Finding AI’s low-hanging fruit | VentureBeat

    Finding AI’s low-hanging fruit | VentureBeat

    4 key areas of opportunity for automation

    For AI model success, utilize MLops and get the data right

    Crippling AI cyberattacks are inevitable: 4 ways security pros can prepare

    Crippling AI cyberattacks are inevitable: 4 ways security pros can prepare

    AI

    How AI Is Being Used to Assess Risk

    Rain nabs $11M to build voice experiences for brands

    Rain nabs $11M to build voice experiences for brands

  • ML
    Personalize your machine translation results by using fuzzy matching with Amazon Translate

    Personalize your machine translation results by using fuzzy matching with Amazon Translate

    Moderate, classify, and process documents using Amazon Rekognition and Amazon Textract

    Moderate, classify, and process documents using Amazon Rekognition and Amazon Textract

    The Intel®3D Athlete Tracking (3DAT) scalable architecture deploys pose estimation models using Amazon Kinesis Data Streams and Amazon EKS

    The Intel®3D Athlete Tracking (3DAT) scalable architecture deploys pose estimation models using Amazon Kinesis Data Streams and Amazon EKS

    Intelligently search your Jira projects with Amazon Kendra Jira cloud connector

    Intelligently search your Jira projects with Amazon Kendra Jira cloud connector

    Enhance the caller experience with hints in Amazon Lex

    Enhance the caller experience with hints in Amazon Lex

    Image classification and object detection using Amazon Rekognition Custom Labels and Amazon SageMaker JumpStart

    Image classification and object detection using Amazon Rekognition Custom Labels and Amazon SageMaker JumpStart

    Run automatic model tuning with Amazon SageMaker JumpStart

    Run automatic model tuning with Amazon SageMaker JumpStart

    Achieve in-vehicle comfort using personalized machine learning and Amazon SageMaker

    Achieve in-vehicle comfort using personalized machine learning and Amazon SageMaker

    Example of subtitles toggled on within a web video player

    Create video subtitles with Amazon Transcribe using this no-code workflow

  • NLP
    This file image, provided by SK Telecom Co., shows the telecom giant

    SK Telecom Launches AI Service that Supports Natural Language Dialogue

    Researchers Propose A Graph-Based Machine Learning Method To Quantify The Spatial Homogeneity Of Subnetworks

    Researchers Propose A Graph-Based Machine Learning Method To Quantify The Spatial Homogeneity Of Subnetworks

    Westpac fund backs start-up that enables AI phone calls

    Westpac fund backs start-up that enables AI phone calls

    Biased data is anathema to society says the SAS CTO who has made it his mission to stamp bias out

    Biased data is anathema to society says the SAS CTO who has made it his mission to stamp bias out

    ELaPro, a LOINC-mapped core dataset for top laboratory procedures of eligibility screening for clinical trials | BMC Medical Research Methodology

    ELaPro, a LOINC-mapped core dataset for top laboratory procedures of eligibility screening for clinical trials | BMC Medical Research Methodology

    The problem with self-driving cars

    The problem with self-driving cars

    These 5 robotic startups are impacting healthcare sector with their innovation

    These 5 robotic startups are impacting healthcare sector with their innovation

    Raidix Era Western Digital

    What is a supercomputer? – Dataconomy

    Data Intelligence Solutions for Sales Market Overview 2022-2029| Key Players – Linkedln, Discoverorg, Zoomlnfo, Datanyze, Dun & Bradstreet

    Japan Cloud Natural Language Processing Market Size 2022 Analysis by 2029

  • Vision
    Creator Karen X. Cheng Brings Keen AI for Design ‘In the NVIDIA Studio’

    Creator Karen X. Cheng Brings Keen AI for Design ‘In the NVIDIA Studio’

    GFN Thursday: ‘Evil Dead: The Game’ on GeForce NOW

    GFN Thursday: ‘Evil Dead: The Game’ on GeForce NOW

    pix2pix Generative Adversarial Networks

    pix2pix Generative Adversarial Networks

    AI-Generated Endangered Species Mix With Times Square’s Nightlife

    AI-Generated Endangered Species Mix With Times Square’s Nightlife

    Shopping Smart: AiFi Using AI to Spark a Retail Renaissance

    Shopping Smart: AiFi Using AI to Spark a Retail Renaissance

    Writing AlexNet from Scratch in PyTorch

    Writing AlexNet from Scratch in PyTorch

    Duos Technologies Uses AI-Powered System for Railcar Inspection

    Duos Technologies Uses AI-Powered System for Railcar Inspection

    Recycleye AI-Driven Systems Aim to Reduce Global Waste

    Recycleye AI-Driven Systems Aim to Reduce Global Waste

    NVIDIA Metropolis Edge AI-on-5G Platform Delivers IVA Over 5G

    NVIDIA Metropolis Edge AI-on-5G Platform Delivers IVA Over 5G

  • Robotics
    Eureka Robotics brings in $4.5M in pre-Series A funding

    Eureka Robotics brings in $4.5M in pre-Series A funding

    NASCAR crash test

    AB Dynamics’ robots at use crash testing NASCAR cars

    depainting a plane

    Advanced cable management lets robots depaint airplanes

    Dusty Robotics raises $45M Series B round

    Dusty Robotics raises $45M Series B round

    Flexxbotics brings in $2.9M in Series A funding

    Flexxbotics brings in $2.9M in Series A funding

    ABB's Mark Joppru joins MiR as VP of sales for the Americas

    ABB’s Mark Joppru joins MiR as VP of sales for the Americas

    Teraki, DriveU.auto partner for teleoperated delivery robots

    Teraki, DriveU.auto partner for teleoperated delivery robots

    Apex.AI receives strategic investment from Daimler Truck

    Apex.AI receives strategic investment from Daimler Truck

    Festo introduces pneumatic cobot arm

    Festo introduces pneumatic cobot arm

  • RPA
    Invoice Management Made Easy With Automation and RPA solution

    Automated Invoice Processing: An Ardent Need of Modern Day Businesses

    Conversational AI- Oomphing Up HR Digitization Factor| AutomationEdge

    Conversational AI- Oomphing Up HR Digitization Factor| AutomationEdge

    Know how to Implement Conversational AI

    Alarm Ringing! Top 10 Tips to go about Conversational Marketing

    UiPath RPA & Microsoft Cloud - Microsoft Inspire 2019

    UiPath RPA & Microsoft Cloud – Microsoft Inspire 2019

    UiPath 2019.7 Monthly Update | UiPath

    UiPath 2019.7 Monthly Update | UiPath

    Take The Wheel of Your Automation Strategy

    Take The Wheel of Your Automation Strategy

    Finding Your Unattended Robots Use Cases (Part 1)

    Finding Your Unattended Robots Use Cases (Part 1)

    EU Urges Public Sector to Use Artificial Intelligence To Improve Services

    EU Urges Public Sector to Use Artificial Intelligence To Improve Services

    2019 Gartner Peer Insights Customers' Choice for RPA

    2019 Gartner Peer Insights Customers’ Choice for RPA

  • Gaming
    Rumours grow as details of a Silent Hill 2 remake emerge following recent leak

    Rumours grow as details of a Silent Hill 2 remake emerge following recent leak

    Random: Man Rescues "Abandoned" Nintendogs, Becomes Viral Sensation On TikTok

    Random: Man Rescues “Abandoned” Nintendogs, Becomes Viral Sensation On TikTok

    Skyrim mod brings Shadow of Mordor's brilliant Nemesis system to Tamriel

    Skyrim mod brings Shadow of Mordor’s brilliant Nemesis system to Tamriel

    Finished Elden Ring but never played Dark Souls? Now's the time

    Finished Elden Ring but never played Dark Souls? Now’s the time

    You can now play Resident Evil 7 and Village in fully-immersive VR on PC

    You can now play Resident Evil 7 and Village in fully-immersive VR on PC

    UK Charts: Nintendo Switch Sports Is Number One For A Third Week

    UK Charts: Nintendo Switch Sports Is Number One For A Third Week

    Square Enix still recommends Balan Wonderworld "with confidence" despite recent lawsuit

    Square Enix still recommends Balan Wonderworld “with confidence” despite recent lawsuit

    This Elden Ring mod lets you hang out with your favourite NPCs

    This Elden Ring mod lets you hang out with your favourite NPCs

    Gears of War could be getting a Master Chief Collection-style collection

    Gears of War could be getting a Master Chief Collection-style collection

  • Investment
    StartPlaying

    StartPlaying Raises $6.5M in Seed Funding

    Akuity Raises $20M in Series A Funding

    Akuity Raises $20M in Series A Funding

    jambo

    Jambo Raises $30M in Series A Funding

    Gusto Collective Raises US$11M in Seed Plus Funding

    Gusto Collective Raises US$11M in Seed Plus Funding

    business intelligence

    Gain.pro Raises USD10M in Funding

    Fleet Nurse

    FleetNurse Receives Investment from HCAP Partners

    Optibus

    Optibus Closes USD100M Series D Funding

    Fresh Technology Raises $7M in Series A Funding

    Fresh Technology Raises $7M in Series A Funding

    ACE & Company Closes Fourth Buyout Co-Investment Fund, at $244M

    Troob Capital Management Closes Second Tactical Opportunities Fund, At $209M

  • More
    • Data analytics
    • Apps
    • No Code
    • Cloud
    • Quantum Computing
    • Security
    • AR & VR
    • Esports
    • IOT
    • Smart Home
    • Smart City
    • Crypto Currency
    • Blockchain
    • Reviews
    • Video
No Result
View All Result
AI EXPRESS
No Result
View All Result
Home Machine Learning

Getting started with the Amazon Kendra Box connector

by
April 9, 2022
in Machine Learning
0
Use deep learning frameworks natively in Amazon SageMaker Processing
0
SHARES
2
VIEWS
Share on FacebookShare on Twitter

Amazon Kendra is a extremely correct and easy-to-use clever search service powered by machine studying (ML). Amazon Kendra affords a collection of knowledge supply connectors to simplify the method of ingesting and indexing your content material, wherever it resides.

For a lot of organizations, Field Content material Cloud is a core a part of their content material storage and lifecycle administration technique. An enterprise Field account typically comprises a treasure trove of belongings, corresponding to paperwork, displays, data articles, and extra. Now, with the brand new Amazon Kendra knowledge supply connector for Field, these belongings and any related duties or feedback could be listed by Amazon Kendra’s clever search service to disclose content material and unlock solutions in response to customers’ queries.

On this put up, we present you the best way to arrange the brand new Amazon Kendra Field connector to selectively index content material out of your Field Enterprise repository.

Resolution overview

The answer consists of the next high-level steps:

  1. Create a Field app for Amazon Kendra through the Field Developer Console.
  2. Add pattern paperwork to your Field account.
  3. Create a Field knowledge supply through the Amazon Kendra console.
  4. Index the pattern paperwork from the Field account.

Stipulations

To check out the Amazon Kendra connector for Field, you want the next:

Create a Field app for Amazon Kendra

Earlier than you configure an Amazon Kendra Field knowledge supply connector, you should first create a Field app.

  1. Log in to the Field Enterprise Developer Console.
  2. Select Create New App.
  3. Select Customized App.
  4. Select Server Authentication (with JWT).
  5. Enter a reputation in your app. For instance, KendraConnector.
  6. Select Create App.
  7. In your created app in My Apps, select the Configuration tab.
  8. Within the App Entry Stage part, select App + Enterprise Entry.
  9. Within the Software Scopes part, examine that the next permissions are enabled:
    1. Write all recordsdata and folders saved in a Field
    2. Handle customers
    3. Handle teams
    4. Handle enterprise properties
  10. Within the Superior Options part, choose Make API calls utilizing the as-user header.
  11. Within the Add and Handle Public Keys part, select Generate a Public/Non-public Keypair.

This requires two-step verification. A JSON textual content file is downloaded to your laptop.

  1. Select OK to simply accept this obtain.
  2. Select Save Modifications.
  3. On the Authorization tab, select Overview and Submit.
  4. Choose Submit app inside this enterprise and select Submit.

Your Field Enterprise proprietor must approve the app earlier than you should use it.

Go to the downloads listing in your laptop to evaluation the downloaded JSON file. It comprises the shopper ID, shopper secret, public key ID, non-public key, move phrase, and enterprise ID. You want these values to create the Field knowledge supply in a later step.

Add pattern paperwork to your Field account

On this step, you add pattern paperwork to your Field account. Later, we use the Amazon Kendra Field knowledge supply to crawl and index these paperwork.

  1. Obtain AWS_Whitepapers.zip to your laptop.
  2. Extract the recordsdata to a folder known as AWS_Whitepapers.
  3. Add the AWS_Whitepapers folder to your Field account.
See also  Amazon Rekognition introduces Streaming Video Events to provide real-time alerts on live video streams

Create a Field knowledge supply

So as to add an information supply to your Amazon Kendra index utilizing the Field connector, you should use an current Amazon Kendra index, or create a brand new Amazon Kendra index. Then full the next steps to create a Field knowledge supply:

  1. On the Amazon Kendra console, select Indexes within the navigation pane.
  2. From the checklist of indexes, select the index that you just wish to add the information supply to.
  3. Select Add knowledge sources.
  4. From the checklist of knowledge supply connectors, select Add connector beneath Field.
  5. On the Specify knowledge supply particulars web page, enter an information supply identify and elective description.
  6. Select Subsequent.
  7. Open the JSON file you downloaded from the Field Developer Console.

It comprises values for clientID, clientSecret, publicKeyID, privateKey, passphrase, and enterpriseID.

  1. On the Outline entry and safety web page, within the Supply part, for Field enterprise ID, enter the worth of the enterpriseID subject.
  2. Within the Authentication part, beneath AWS Secrets and techniques Supervisor secret, select Create and add a brand new secret.
  3. For Secret identify, enter a reputation for the key, for instance, boxsecret1.
  4. For the remaining fields, enter the corresponding values from the downloaded JSON file.
  5. Select Save and add secret.
  6. Within the IAM position part, select Create a brand new position (Really useful) and enter a job identify, for instance, box-role.

For extra data on the required permissions to incorporate within the IAM position, see IAM roles for knowledge sources.

  1. Select Subsequent.
  2. On the Configure sync settings web page, within the Sync scope part, you may embody Field net hyperlinks, feedback, and duties in your index, along with file contents. Use the default setting (unchecked) for this put up.
  3. For Extra configuration (change log) – elective, use the default setting (unchecked).
  4. For Extra configuration (regex patterns) – elective, select Embrace patterns.
  5. For Kind, select Path
  6. For Path – elective, enter the trail to the pattern paperwork you uploaded earlier: AWS_Whitepapers/.
  7. Select Add.
  8. Within the Sync run schedule part, select Run on demand.
  9. Select Subsequent.
  10. On the Set fields mapping web page, you may outline how the information supply maps attributes from Field objects to your index. Use the default settings for this put up.
  11. Select Subsequent.
  12. On the Overview and create web page, evaluation the main points of your Field knowledge supply.
  13. To make modifications, select the Edit button subsequent to the merchandise that you just wish to change.
  14. Whenever you’re achieved, select Add knowledge supply so as to add your Field knowledge supply.

After you select Add knowledge supply, Amazon Kendra begins creating the information supply. It will probably take a number of minutes for the information supply to be created. When it’s full, the standing of the information supply modifications from Creating to Energetic.

Index pattern paperwork from the Field account

You configured the information supply sync run schedule to run on demand, so you should begin it manually.

  1. On the Amazon Kendra console, navigate to your index.
  2. Select your new knowledge supply.
  3. Select Sync now.
See also  Secure AWS CodeArtifact access for isolated Amazon SageMaker notebook instances

The present sync state modifications to Syncing – crawling, then to Syncing – indexing.

After about 10 minutes, the present sync state modifications to idle, the final sync standing modifications to Profitable, and the Sync run historical past panel reveals extra particulars, together with the variety of paperwork added.

Take a look at the answer

Now that you’ve got ingested the AWS whitepapers out of your Field account into your Amazon Kendra index, you may take a look at some queries.

  1. On the Amazon Kendra console, select Search listed content material within the navigation pane.
  2. Within the question subject, enter a take a look at question, corresponding to What databases are supplied by AWS?

You possibly can attempt your individual queries too.

Congratulations! You may have efficiently used Amazon Kendra to floor solutions and insights based mostly on the content material listed out of your Field account.

Clear up

To keep away from incurring future prices, clear up the sources you created as a part of this answer.

  1. For those who created a brand new Amazon Kendra index whereas testing this answer, delete it.
  2. For those who added a brand new knowledge supply utilizing the Amazon Kendra connector for Field, delete that knowledge supply.
  3. Delete the AWS_Whitepapers folder and its contents out of your Field account.

Conclusion

With the Amazon Kendra Field connector, organizations could make invaluable data trapped of their Field accounts out there to their customers securely utilizing clever search powered by Amazon Kendra.

On this put up, we launched you to the fundamentals, however there are lots of further options that we didn’t cowl. For instance:

  • You possibly can allow user-based entry management in your Amazon Kendra index, and limit entry to Field paperwork based mostly on the entry controls you could have already configured in Field
  • You possibly can index further Field object varieties, corresponding to duties, feedback, and net hyperlinks
  • You possibly can map Field object attributes to Amazon Kendra index attributes, and allow them for faceting, search, and show within the search outcomes
  • You possibly can combine the Field knowledge supply with the Customized Doc Enrichment (CDE) functionality in Amazon Kendra to carry out further attribute mapping logic and even customized content material transformation throughout ingestion

To find out about these prospects and extra, consult with the Amazon Kendra Developer Information.


Concerning the Authors

Bob StrahanBob Strahan is a Principal Options Architect within the AWS Language AI Providers workforce.

Source link

Tags: AmazonboxconnectorKendrastarted
Previous Post

MANA Price Near Multi-Month Support; Aims For $2.95

Next Post

How machine learning frees up creativity and strategy for marketers

Next Post
How machine learning frees up creativity and strategy for marketers

How machine learning frees up creativity and strategy for marketers

Leave a Reply Cancel reply

Your email address will not be published. Required fields are marked *

Newsletter

Popular Stories

  • A fan is making the Metroid 64 game that never was

    A fan is making the Metroid 64 game that never was

    0 shares
    Share 0 Tweet 0
  • Android 13 needs to steal a few of Apple’s features to show off at Google IO 2022

    0 shares
    Share 0 Tweet 0
  • Bubbles Raises $8.5M in Seed Funding

    0 shares
    Share 0 Tweet 0
  • Intel shows off new Arctic Sound M graphics chips for the datacenter

    0 shares
    Share 0 Tweet 0
  • Circle Mints 8.4 Billion USDC Within 7 Days, Why?

    0 shares
    Share 0 Tweet 0

ML Jobs

View 115 ML Jobs at Tesla

View 165 ML Jobs at Nvidia

View 105 ML Jobs at Google

View 135 ML Jobs at Amamzon

View 131 ML Jobs at IBM

View 95 ML Jobs at Microsoft

View 205 ML Jobs at Meta

View 192 ML Jobs at Intel

Accounting and Finance Hub

Raised Seed, Series A, B, C Funding Round

Get a Free Insurance Quote

Try Our Accounting Service

AI EXPRESS

AI EXPRESS is a news site that covers the latest developments in Artificial Intelligence, Data Analytics, ML & DL, Algorithms, RPA, NLP, Robotics, Smart Homes & Cities, Cloud & Quantum Computing, AR & VR and Blockchains

Categories

  • AI
  • Ai videos
  • Apps
  • AR & VR
  • Blockchain
  • Cloud
  • Computer Vision
  • Crypto Currency
  • Data analytics
  • Esports
  • Gaming
  • Gaming Videos
  • Investment
  • IOT
  • Iot Videos
  • Low Code No Code
  • Machine Learning
  • NLP
  • Quantum Computing
  • Robotics
  • Robotics Videos
  • RPA
  • Security
  • Smart City
  • Smart Home

Quick Links

  • Reviews
  • Deals
  • Best
  • AI Jobs
  • AI Events
  • AI Directory
  • Industries

© 2021 Aiexpress.io - All rights reserved.

  • Contact
  • Privacy Policy
  • Terms & Conditions

No Result
View All Result
  • AI
  • ML
  • NLP
  • Vision
  • Robotics
  • RPA
  • Gaming
  • Investment
  • More
    • Data analytics
    • Apps
    • No Code
    • Cloud
    • Quantum Computing
    • Security
    • AR & VR
    • Esports
    • IOT
    • Smart Home
    • Smart City
    • Crypto Currency
    • Blockchain
    • Reviews
    • Video

© 2021 Aiexpress.io - All rights reserved.