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Daft Documentation

Guide
Guide
- Quickstart
- Installation
- AI Functions
  AI Functions
  - Overview
  - Prompt
  - Embed
  - Classify
  - Providers
- Modalities
  Modalities
  - Overview
  - Text
  - Images
  - Audio
  - Videos
  - Documents
  - JSON and Nested Data
  - Files and URLs
  - Embeddings
  - Custom Modalities
- User Defined Functions
  User Defined Functions
- Common Use Cases
  Common Use Cases
  - Batch Inference
- Datasets
  Datasets
  - Common Crawl
  - DROID
- Data Connectors
  Data Connectors
  - Object Storage
    Object Storage
    
    AWS S3
    
    Azure Blob Store
    
    Google Cloud Storage
    
    COS (Tencent Cloud)
  - Table Formats
    Table Formats
    
    Apache Hudi
    
    Apache Iceberg
    
    Delta Lake
    
    Apache Paimon
    
    Lance
  - Catalogs
    Catalogs
    
    AWS Glue
    
    AWS S3 Tables
    
    Apache Gravitino
    
    Unity Catalog (Databricks)
  - Databases
    Databases
    
    Bigtable
    
    ClickHouse
    
    Postgres
    
    SQL Databases
    
    Turbopuffer
  - Files
    Files
    
    Files
    
    Text Files
    
    Generic File Source Options
  - Other Sources
    Other Sources
    
    Apache Kafka
    
    MCAP
    
    Hugging Face Datasets
  - Custom
    Custom
    
    Custom Connectors
    
    Custom Catalogs
- Extensions
  Extensions
- Architecture
- Scaling & Performance
  Scaling & Performance
  - Scaling Out and Deployment
    
    Scaling Out and Deployment
    
    Running on Kubernetes
    
    Running on Ray
  - Optimization
    Optimization
    
    Managing Memory Usage
    
    Partitioning and Batching
    
    Shuffle Algorithms
    
    Join Strategies
- Observability
  Observability
- Sessions, Catalogs, and Tables
- Resources
  Resources
Examples
Examples
Python API
Python API