Aiimi Insight Engine Habanero
User GuidesAiimi
  • Introducing Aiimi Insight Engine
  • Architecture
    • Overview and Key Concepts
    • Search Flows
      • Search Flow Types
      • Smart Filtering
      • Query and Prompt Classification
      • Search Algorithms
      • Extractive and Generative Models
    • Hosting Options
    • Architecture and How It Works
      • Agent Servers
        • Security Agent
        • Source Agent
        • Content Agent
        • Enrichment Agent
        • Job Agent
        • OCR Agent
        • Migration Agent
        • Tika Agent
      • Repository
        • Data Node
        • Proxy Node
        • Kibana Node
      • Gateway and User Interface
      • Document and Data Sources
    • Deployment Options
    • Security
      • User Security
      • Data and Document Security
        • Progressive Access
        • Privileged Access
      • Source System Security
      • Firewalling
      • Agent Servers
        • Security Agent
        • Source Agent
        • Content Agent
        • Enrichment Agent
        • Job Agent
        • OCR Agent
        • Migration Agent
        • Tika Agent
      • Repository
      • Gateway (Web Server)
      • Tools & Utilities
  • Installation
    • Elastic and Kibana Install (Windows)
    • Aiimi Insight Engine Installation (Windows)
      • Installation Security
      • Certificates in a Key Vault
      • SAR Configuration
      • CSOM Bridge Set Up
    • AI Services
      • Prerequisites
      • AI Enrichment Service
        • Installation and Setup
        • Enabling Enrichment Steps
        • Using AI Enrichment Steps
        • Performance and Concurrency
      • AI Model Service
        • Installation and Setup
        • Enabling Providers
        • Private Generative AI
        • Azure Open AI
        • Enabling AI History
        • HTML Cleaner Service
      • Configuration of Logging
      • Offline Set-up of Models
      • Using SSL
      • Running as a Service (Windows)
      • Using GPUs
      • AI and Semantic Search Set Up
        • Open & Closed Book AI
        • Semantic Search
          • Vectors for Semantic Search
          • Source Configuration
          • Sentence Transformer Models
          • Enrichment
          • Kibana
          • Final Search Flow
    • Email Threading Upgrade
  • Control Hub
    • Configurations
      • Config Management
      • Security Configurations
        • Security - General
        • Security - Source
          • Active Directory
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          • Azure Active Directory
          • Builtin Security
          • Miro Security
          • Google Directory
          • Slack Security
        • Security - Sync
        • Security - Agents
        • Security - Scheduling
      • Source Configurations
        • Source - General
        • Source - Source
          • Alfresco Kafka
          • Azure Blob Storage
          • BBC Monitoring
          • Big Query Cataloguer
          • BIM360
          • CSV Data Loader
          • Confluence
          • Content Server
          • Data File Cataloguer
          • Document Store
          • DocuSign
          • Dropbox
          • Exchange 365
          • Filesystem
          • Google Bucket
          • Google Drive
          • Google Vault
          • Jira
          • JSON Data Loader
          • Livelink
          • Microsoft Teams
          • Mimecast
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          • ODBC Data Loader
          • PowerBi Cataloguer
          • Reuters Connect
          • ShareFile
          • SharePoint
            • Azure Portal and Azure AD Authentication
          • SharePoint Legacy
          • SQL Server Cataloguer
          • Slack
          • Versioned Document Store
          • Websites
          • XML Data Loader
        • Source - Crawl
        • Source - Agents
        • Source - Schedule
        • Source - Advanced
      • Enrichment Configurations
        • Creating a Pipeline
          • General
          • Steps
            • AccessMiner
            • AI Classification
            • Anonymiser
            • CAD Extractor
            • Checksum
            • Content Retrieval
            • Copy
            • Data Rule Processor
            • Delete
            • Email Extractor
            • Entity Rule Processor
            • External Links
            • Geotag
            • Google NLP Extractor
            • Google Vision Extractor
            • Metrics Calculation
            • Microsoft Vision Extractor
            • OcrRest
            • Office Metadata
            • PCI Extractor
            • REST
            • Set Document Risk
            • Text Cleaner
            • Tika Text Extraction
            • Trie Entity Extractor
            • Update Metadata
          • Filters
          • Agents
          • Schedule
          • Advanced
      • OCR Engine
      • Job Configurations
        • General
        • Job
          • AutomatedSearchJob
          • Command Job
          • ElasticJob
          • Extended Metrics Job
          • File Extractor
          • GoogleVaultSAR
          • Google Drive Last Access Date
          • Nightly Events Processor Job
          • Notifications Processor Job
          • Portal Sync Job
          • Purge Job
          • Text Content Merge Job
        • Output
        • Agents
        • Scheduling
      • Migration Configuration
        • General
        • Filter
        • Metadata Mappings
        • Agents
        • Scheduling
        • Advanced
    • Credentials
      • Create a Credential
      • Find a Credential
      • Edit a Credential
      • Delete a Credential
    • Mappings
      • Entities
        • Group Management
        • Create an Entity
        • Managing Entities
      • Models
        • Create a New Model
        • Find a Model
        • Enable or Disable a Model
      • Vectors
      • Rank Features
    • Featured Links
    • AI Settings
      • Classifications
      • Class
      • Class Rules
      • AI Classification
    • User Settings
    • Stats
      • Data Views
    • Global Settings
      • General
        • Stackdriver
        • Document Recommendations
        • Searchable PDF Storage
        • Versioning
        • Results
        • Marking Useful Results
        • Folder Browsing
        • Cascading Search
        • Search Suggestions
        • Miscellaneous
      • Authentication
      • App Settings
      • Application Access
      • Thumbnails
      • Presets
      • Code of Conduct
      • Metrics
      • Viewer
        • Preview Configurations
        • Redacting Information
        • Watermarking
      • SAR
        • Importing Data For A SAR
        • SAR Disclosure Document Storage
        • Getting SAR data from Google Vault
        • SAR Access
        • SAR File Status
      • Disclosure Portal
        • Disclosure Portal Set Up
        • SARs From The Portal
        • Email Delivery Settings
          • Delivery Settings
          • Brand Settings
          • Customise Emails
        • SMS Delivery Settings
        • Requestor Message Limit
        • Attachment Configuration
        • Password Configuration
        • File Scanner Configurator
      • Collections
      • Visualisations
        • Related Result Connections Diagram
        • Event Timeline
        • Timeline Lens Activity Chart
        • Relationship Map
      • Notifications
      • Map Lens
      • Theming
        • General
        • Layout
        • Site Message
        • Colours
      • User Avatar
      • OData API
      • Uploads
      • Security
    • Search Settings
      • Search Relevancy
        • Core Settings
        • Makers Algorithm
        • Filename Boost Layer
        • Minimum Matching Terms Filter
        • Field Boost
        • Modified Date Boosting
        • Hit Highlighting
        • Why My Search Matched
        • Data Search Strategy
      • Bulk Search
        • Managing a Bulk Search
      • Search Flows
        • Create a Search Flow
          • General
          • Query Classification Step
          • Search Steps
          • Model Steps
      • Filtering
      • Search Performance
      • Related Results
  • API Guides
    • Insight API Guide
      • Swagger Documentation
      • Trying Some Endpoints
      • Search Filter
      • Hits / Items
      • Inspecting REST Calls
    • Data Science API Guide
      • REST Interface
        • Login
        • Datasets
        • Fields
        • Field Statistics
        • Search
        • Scroll
        • Update
      • Python Wrapper
        • Login
        • Datasets
        • Fields
        • Field Statistics
        • Search
        • Query Builders
        • Scroll
        • Scroll Search
        • Update Single Document
        • Bulk Update
    • Creating a Native Enrichment Step
      • Creating an Enrichment Step
        • Creating the Core Classes
        • Extending our Enrichment Step
        • Adding a Configuration Template
        • Adding the Enrichment Step
        • Creating an Enrichment Pipeline
      • Other Tasks
        • Entities, Metadata and Data
        • Accessing the Repository
      • Example Code
      • Troubleshooting
    • Creating a Python Enrichment Step
      • Creating an Enrichment Step
        • Running the Example from Command Line
        • Running the Example
      • Creating Your Own Step
      • Adding or Changing Entities, Metadata
  • whitepapers and explainers
    • From a Billion To One – Mastering Relevancy
    • Methods for Text Summarization
      • Application
      • Technology Methods
      • Commercial Tools
      • Key Research Centres
      • Productionisation
      • Related Areas of Text Analytics
      • Conclusion
      • References
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Document Recommendations

PreviousStackdriverNextSearchable PDF Storage

Fine tune what items are returned as document recommendations.

Max Query Terms

The maximum number of terms to be selected when finding similar results

  1. Enter a maximum number within Max Query Terms.

    • Increasing this value will give more accurate results but the search will take longer.

Minimum Term Frequency

The minimum number of times a term must appear in a result to be used in further recommendation searches.

  1. Enter a minimum amount within Minimum Term Frequency.

Minimum Document Frequency

The minimum number of items a term must appear in to be used in further recommendation searches.

  1. Enter a minimum amount within Minimum Document Frequency.

Maximum Document Frequency

By imposing a maximum number of items a term appears in words like 'The' or 'And' will be ignored.

  1. Enter a maximum amount within Maximum Document Frequency.

Score Threshold

Items are given a score to indicate how similar they are. Setting a Score Threshold gives a minimum score before files are returned as a recommendation.

  1. Enter a minimum score within Score Threshold.