NVIDIA Cosmos Dataset Search (CDS)

Documentation

• CDS Documentation
  • Overview
  • Quick Start Deployment
  • User Guides
  • Configuration and Tuning
  • Reference Documentation
  • Troubleshooting
  • Support and Community

Overview

• Introduction

Quick Start Deployment

• Docker Compose Deployment Prerequisites
  • System Requirements
  • Pre-Installation Setup
  • NGC Configuration
  • Network Requirements
  • Storage Requirements
  • Environment Variables
  • Next Steps
• Docker Compose Deployment Guide
  • Prerequisites
  • Overview
  • Deployment Steps
  • Accessing the Services
  • Testing the Deployment
  • Managing the Deployment
  • Service Endpoints Reference
  • Troubleshooting
  • Next Steps
• AWS EKS Deployment Guide
  • Overview
  • Prerequisites
  • Deployment Steps
  • Data Ingestion
  • Advanced Options and Configurations
  • Monitoring and Debugging
  • Troubleshooting
  • Cleanup
  • Quick Reference
  • Next Steps

User Guides

• CDS User Guide
  • Getting Started
• CDS Web User Interface User Guide
  • Accessing the Web UI
  • UI Overview
  • Collections and Pipelines
  • Search Types
  • Download Search Results
  • Linear Probe Training
  • Related Documentation
• CDS Command Line Interface User Guide
  • Installation
  • Configuration
  • S3 Configuration for Data Ingestion
  • Managing Pipelines
  • Managing Collections
  • Ingesting Data
  • Searching
  • Managing Secrets
  • Advanced Usage
  • CLI Command Reference
  • Troubleshooting
  • Related Documentation
• REST API User Guide
  • Prerequisites
  • Tutorial Overview
  • Step 1: Verify API is Accessible
  • Step 2: List Available Pipelines
  • Step 3: Create a Collection
  • Step 4: List Collections
  • Step 5: Prepare Videos for Ingestion
  • Step 6: Ingest Videos
  • Step 7: Perform a Search
  • Step 8: Delete the Collection
  • Complete Example Script
  • Next Steps

Additional Guides

• MinIO Support for File Ingestion
  • Overview
  • Prerequisites
  • MinIO Setup
  • Collection Creation with Storage Secrets
• GPU Memory Management Guide
  • Problem
  • Solutions
  • Configuration Files
  • Monitoring GPU Memory
  • Best Practices & Recommendations
  • Hardware Recommendations

Reference Documentation

• REST API Reference
  • OpenAPI Schema
  • Interactive Documentation
  • Practical Examples
  • Key Endpoints Overview
  • Authentication
  • Rate Limits
• REST API Examples
  • Base URLs
  • Service Health & Status
  • Collection Management
  • Document Indexing
  • Bulk Data Operations
  • Search & Retrieval
  • Machine Learning Operations
  • Administration
  • Cosmos Embed NIM Service (Direct Access)
  • EKS Deployment Examples
  • Common Response Examples
  • Environment Variables
  • Troubleshooting
  • Rate Limits & Constraints
  • Next Steps
• Performance Benchmarks
  • Overview
  • Reference Documentation
  • Test Environment
  • 1. Bulk Ingestion Performance
  • Performance Analysis
  • 2. Video Ingestion Performance
  • 3. Text Search Latency Performance
  • 4. Configuration Parameters
  • Scaling Considerations
  • 5. Summary and Recommendations

Troubleshooting

• Troubleshooting
  • General Issues
  • Cosmos Embed NIM Service Issues
  • REST API Troubleshooting
• Docker Compose Troubleshooting Guide
  • General Troubleshooting Steps
  • Common Issues
  • Debugging Techniques
  • Data Issues
  • Recovery Procedures
  • Getting Help
• Kubernetes Troubleshooting Guide
  • General Troubleshooting Steps
  • Common Issues
  • Service-Specific Issues
  • Debugging Techniques
  • AWS EKS-Specific Issues
  • Data Issues
  • Recovery Procedures
  • Getting Help
  • Additional Resources