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How To Video Shorts: Using Generative AI in Applications
PostedJanuary 4, 2024
UpdatedJanuary 5, 2024
ByLisa Ackerman
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Vantiq + Generative AI
Combining Vantiq’s real-time situational awareness with contextually-informed generative AI results in automated application systems that can respond effectively and efficiently to any condition.
AI Makes Systems More Effective
1. Â Â Recognize and Interpret Anomalies
2. Â Â Maintain Conversations in Context
3. Â Â Access to Vital Knowledge and Advice
2. Â Â Maintain Conversations in Context
3. Â Â Access to Vital Knowledge and Advice
Â
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Getting Started
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- Advanced Collaborations
- Analytics
- App Components
- Assemblies
- Catalogs Tutorial
- Client Builder
- Client Components
- Deployment Tutorial
- Floor Plan
- Introduction to Collaboration
- Natural Language Tutorial
- Sources
- Stateful Services
- System Modeler
- Testing the Debugging Tutorial
- Testing the Introductory Tutorial
- Testing the Source Tutorial
- User and Namespace Administration
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Product Documentation
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- Accessing Documents
- Automatic Document Caching
- Client Resources
- Client Startup
- Control Widgets in the "Views" Portion of Client Builder
- Controllers
- Creating A Client
- Data Objects
- Data Stream Widgets in the “Views” Portion of Client Builder
- Data Streams
- Debugging
- Field Validation
- Introduction
- Launching Clients from a browser
- Layout Widgets in the “Views” Portion of Client Builder
- Localizing Clients
- Navigation Between Pages
- Offline Operation
- On Start Events
- Public Clients
- Server Requests
- Terminating The Client
- The Client Builder Concepts
- The Client Builder's Canvas Section
- The Client Builder's Control Dock
- The Client Builder's Palette Area
- The Client Builder's Slideout Section
- Uploading data to the Server
- Show Remaining Articles ( 13 ) Collapse Articles
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- Accessing Namespaces in the Organization
- Active Resource Control Center
- Adding a New User to an Organization
- Adding a New User to the Application Namespace
- Administrators' Concepts and Terminology
- Authorizing Users to Access the Application
- Creating a Developer Namespace for the Organization Administrator
- Creating a New Application Namespace
- Creating Resources for New Namespaces
- Custom User Invites
- Deploying the GenAI Flow Service Connector
- Developer Tasks
- Handling Administrators Leaving
- Related Configuration
- Removing Namespace Administrators
- Self-Administration Tasks
- System Administration Tasks
- Viewing Lists of Users
- Show Remaining Articles ( 3 ) Collapse Articles
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- Deploy Results Tab
- Deploying the same application to different environments
- Deployment
- Deployment Tool - Introduction
- Environment
- Environment Tab
- Node
- Project Partitions
- Redeploy On A Failed Node
- Reliable Deployment
- Settings Tab
- The Graph View
- The Tree View
- Undeploy
- Update Partitions
- Verify Application After Deployment
- Show Remaining Articles ( 1 ) Collapse Articles
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- CheckedInsert/CheckedUpsert Command
- Command Line Options
- Delete Command
- Execute Command
- Export Command
- Find Command
- Help Command
- Import Command
- Insert Command
- Installation - Prerequisites
- Installation - Profile
- List Command
- Load Command
- Recommend Command
- Run Command
- Select Command
- Stop Command
- The Vantiq Command Line Interface (CLI) - Overview
- Upsert Command
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- App Execution Dashboard
- App With Split Dashboard
- Dashboard Navigation Bar
- Deprecated Dashboards
- Event Processing Dashboard
- General Dashboard Behavior
- Getting Started with Grafana
- Grafana Usage
- Monitoring Namespaces with Grafana
- Most Commonly Used Dashboards
- Namespace Monitoring Dashboards
- Organization Level Behavior
- Procedure and Rule Execution Dashboards
- Profiling Dashboards
- Reliable Event Dashboard
- Resource Usage Dashboard
- Service Execution Dashboard
- Service Handler Dashboard
- Source Activity Dashboard
- Storage Manager Dashboard
- Tensorflow Model Dashboard
- Type Storage Dashboard
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- Access to a Kubernetes Cluster
- Creating a K8s Cluster
- Delayed Processing
- Deploying K8s Installations to a Kubernetes Cluster
- Deploying the K8s Worker
- External Lifecycle Management Guide - Overview
- K8s Worker
- Kubernetes Components of a K8s Installation
- Kubernetes Namespaces
- Loading Images into a Kubernetes Cluster
- Managing K8s Installations
- Other Configuration Options
- System View
- Use of the self Cluster
- Using a Kubernetes Cluster
- Using Templates to Deploy the K8s Worker
- Vantiq Namespaces
- Verify Installation
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- Changing the System Password
- Creating a GenAIFlowService Service Connector
- Creating a New Organization and Namespace
- Deployment Methods
- Docker Deployment
- Edge Installation Management
- Edge Vision Server
- Executable JAR Deployment
- MongoDB
- Requirements
- Running the Vantiq Executable
- Setting the default LLMs API key
- Setting Up Vantiq Edge
- Vantiq Edge Reference Guide - Overview
- Vantiq Edge Self Node
- Windows bat file
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- Additional Buffer Semantics
- Applicability
- auditFrequency Quota
- Background
- Default Quotas
- Detailed Credit Quotas
- errorBreaker Quota
- errorReportingFrequency Quota
- Execution Credit Quota
- Execution Credit Quota - Diagnostics
- Execution Credit Quota - Mitigation
- Execution Rate Quota
- Execution Rate Quota - Diagnostics
- Execution Rate Quota - Mitigations
- executionTime Quota
- k8sResources Quota
- Quota Interactions
- receiveMessage Quota
- receiveMessage Quota - Diagnostics
- receiveMessage Quota - Mitigation
- reservedGroups Quota
- stackDepth Quota
- Stream Quota
- Terminology
- Workload Management
- Workload Management Conceptual Model
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- Accumulate State
- Analytics
- Answer Question
- App Activity Tasks
- App Builder Guide - Introduction
- App Builder Overview
- Assign
- Build and Predict Path
- Cached Enrich
- Chat
- Close Collaboration
- Collaborations in Apps
- Compute Statistics
- Convert Coordinates
- Creating an App
- DBScan
- Delay
- Dependency Management
- Dwell
- Enrich
- Error Handling
- Escalate
- EscalateState
- Establish Collaboration
- Event Redelivery
- Event Stream
- Filter
- GenAI Flow
- Get Collaboration
- Interpret Conversational Language
- Join
- K-Means Cluster
- Limit
- Linear Regression
- Log Stream
- Loop While
- Merge
- Notify
- Optional Imports
- Polynomial Fitter
- Predict Paths By Age
- Procedure
- Process Intent
- PublishToService
- PublishToSource
- PublishToTopic
- Rate
- Recommend
- RecordEvent
- Reliable Apps
- Run TensorFlow Model On Document
- Run TensorFlow Model On Image
- Run TensorFlow Model On Tensors
- Sample
- SaveToType
- Split By Group
- Submit Prompt
- Threshold
- Time Difference
- Track
- Track Motion
- Tracking Progress
- Transformation
- Unwind
- VAIL
- VisionScript
- Window
- Within Tracking Region
- YOLO From Images
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- Broker Service
- Catalog Operations
- Catalog Procedures
- Connect to Catalog
- Create Entry
- Create Entry
- Custom Operations
- Disconnect from Catalog
- Host Catalog
- Integrating Applications With the Catalog
- Managing Catalog
- Managing Event Types
- Publisher Service
- Register
- Remove Entry
- Repair Catalog
- Resolve
- Subscriber Service
- Unhost Catalog
- Unregister
- Utilities
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- Advanced Use Cases
- Data Manipulation
- Defining Types
- Discovery from External Data Store
- Error Handling
- Installation and Use
- Native Language Implementation
- Restricting Capabilities
- Service Connectors
- Storage Manager Assembly Contents
- Storage Manager Service API
- Storage Manager Transactions
- Storage Managers - Introduction
- Transaction Support
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- App Pane
- Autopsies
- Defining a Run Policy
- Defining a Test Suite - Properties
- Defining an Input
- Defining an Output
- Error Pane
- Integration Tests
- Populate Testing Namespace With Data
- Procedure Pane
- Rule Pane
- Running a Test in the IDE
- Running a Test through the REST Interface
- Source Mocking For Tests
- Unit Tests
- Vantiq Testing Reference Guide - Introduction
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- Assign
- Branch
- Categorize
- CodeBlock
- Consensus
- Content Ingestion Flows
- Conversation
- GenAI Builder Guide Introduction
- GenAI Builder Layout
- GenAI Components
- GenAI Flow Properties
- GenAI Flow Tracing and Auditing
- Launching the GenAI Builder
- LLM
- Memory and Conversations
- Merging Task Outputs
- NativeLCEL
- Optional
- PromptFromTemplate
- RAG
- Repeat
- Runtime Configuration
- Semantic Index
- Sub-Flows
- Supported VAIL Language Features
- Using GenAI Components
- Vantiq Provided GenAI Components
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- AWS
- Azure OpenAI
- Bedrock
- Configuration
- Function Authorizer
- Gemini
- LLM Playground
- Main Chatting Area
- Navigation Panel
- NVIDIA NIM
- OpenAI
- SageMaker
- Settings Panel
- Testing Semantic Index
- Tool Authorizer
- Tools
- Show Remaining Articles ( 1 ) Collapse Articles
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- Assembly Configs
- Audits
- Catalog Members
- Catalogs
- Debug Configs
- Delegated Requests
- Documents
- Event Generators
- Groups
- Images
- K8s Clusters
- K8s Installations
- K8s Workitems
- LLMs
- Logs
- Namespaces
- Nodes
- Organizations
- Procedures
- Profiles
- Projects
- Resource Definition
- Resource Events
- Resource Relationship Model
- Resource Security Model
- Rules
- Scheduled Events
- Secrets
- Semantic Indexes
- Service Connectors
- Services
- Sources
- StorageManagers
- TensorFlowModels
- Test Reports
- Test Suites
- Tests
- Tokens
- Topics
- TrackingRegions
- Types
- Users
- Vantiq Resources
- Videos
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- Before Rules
- Built-In Services
- Data Manipulation
- Data Model Declarations
- Declaring Packages
- Defining Remote Connections
- Distributed Processing
- Error Handling
- Event Sending
- External State
- Flow Control
- General Use Procedures
- In-Memory State Management
- Iteration
- Logging
- Operators
- Package Scoping and Name Resolution
- Packages
- Packages
- Persistent State
- Procedure Execution
- Procedures
- PROCESSED BY Clause
- Resource Definition
- RETURN
- Rules
- Services
- Syntax
- Type Specific Procedures
- VAIL Declarations
- VAIL Types
- Variables
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Articles
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- How To Video Shorts: Client Layouts
- How To Video Shorts: AI Functions
- How To Video Shorts: Analytics and ComputeStatistics
- How To Video Shorts: Calling Procedures by Properties
- How To Video Shorts: Client CSS
- How To Video Shorts: Invite Other Users to Your Namespace
- How To Video Shorts: SplitByGroup
- How To Video Shorts: The Vantiq API
- How To Video Shorts: The Vantiq IDE
- How To Video Shorts: The Vantiq Version Control System
- How To Video Shorts: Using Generative AI in Applications
- How-To Video Shorts: Managing AI Conversations
- How-To Videos: AI Design Model Assistant
- How-To Videos: AI Documentation Search
- Production Applications Best Practices