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
          • Atlassian
          • 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
          • Miro
          • 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
Powered by GitBook
On this page
  • Requirements
  • High Level Architecture
  • Agent Servers
  • Repository Servers
  • Web Servers
  • Example Architecture
  1. Architecture

Architecture and How It Works

PreviousHosting OptionsNextAgent Servers

Aiimi Insight Engine is made up of services that do ‘backend processing’, a repository and a set of web apps for access.

Requirements

  • The Aiimi Insight Engine agents and web apps run on Microsoft Windows or Linux operating systems.

    • This can be a server or desktop version providing it can run a web server such as Internet Information Server of Apache.

  • A desktop version such as Windows 10 should only be used for demo or development environments.

  • The repository, Elasticsearch, can run on Windows or Linux.

    • Java is required to run Elasticsearch. The 7 generation of Elasticsearch is packaged with a suitable JVM for the software.

      • You can use an external version but, new licencing models apply to Oracle Java versions.

  • The Elasticsearch tool Kibana is useful for admins to inspect indexes and perform ad-hoc reporting. On production platforms access to this would be locked down.

High Level Architecture

Agent Servers

Repository Servers

  • One or more Elasticsearch nodes.

  • One or more Elasticsearch proxy nodes.

  • One Kibana node (usually shared with a proxy node).

Web Servers

  • One or more servers running the APIs and the end user apps.

Example Architecture

Security Agent

Responsible for synchronising users and groups from the credential stores. It is also responsible for servicing authentication requests.

Source Agent

Connects to source systems to discover new, modified and deleted data and documents. It also fetches data and documents for enrichment and when users want to preview a document.

Content Agent

A support service for the Source Agent. It handles thumbnails, caching, proxying document & data fetch and preview requests.

Enrichment Agent

Runs enrichment on data and documents stored within Aiimi Insight Engine. It runs the configured pipelines, each containing one or more enrichment steps. For example, document classification, NER or image recognition.

Job Agent

Runs maintenance and other jobs that the platform requires to be run. For example index backup, recommendations, and notifications. It may also run customer specific scripts.

OCR Agent

Responsible for running one or more OCR engines. Out of the box IronOCR is provided, but plugging in other engines such as ABBY Reader is supported.

Migration Agent

Runs migration jobs which move documents and data between systems.

Tika Agent

Converts documents from their native format to plain indexable text. This is used by the enrichment agent (Tika Text Conversion Step).

This schematic illustrates an example architecture for Aiimi Insight Engine.