SUMMARY

• Guide
  • Overview
  • Quickstart
  • Installation
  • AI Functions
    • Overview
    • Prompt
    • Embed
    • Classify
    • Providers
  • Modalities
    • Overview
    • Text
    • Images
    • Audio
    • Videos
    • Documents
    • JSON and Nested Data
    • Files and URLs
    • Tensors
    • Embeddings
    • Custom Modalities
  • User Defined Functions
    • Overview
    • Functions
    • Classes & Methods
    • Aggregate UDFs
    • Working with GPUs
    • Legacy UDF Migration Guide
    • Legacy UDFs
  • Common Use Cases
    • Batch Inference
  • Datasets
    • Common Crawl
    • LeRobot v3
    • DROID
  • Data Connectors
    • Overview
    • Object Storage
      • AWS S3
      • Azure Blob Store
      • Google Cloud Storage
      • COS (Tencent Cloud)
    • Table Formats
      • Apache Hudi
      • Apache Iceberg
      • Delta Lake
      • Apache Paimon
      • Lance
    • Catalogs
      • AWS Glue
      • AWS S3 Tables
      • Apache Gravitino
      • Unity Catalog (Databricks)
    • Databases
      • Bigtable
      • ClickHouse
      • Postgres
      • SQL Databases
      • Turbopuffer
    • Files
      • Files
      • Text Files
      • Generic File Source Options
    • Other Sources
      • Apache Kafka
      • MCAP
      • Hugging Face Datasets
    • Custom
      • Custom Connectors
      • Custom Catalogs
  • Extensions
    • Overview
    • Community Extensions
    • Built on Daft
    • Authoring Guide
  • Architecture
  • Scaling & Performance
    • Scaling Out and Deployment
      • Distributed Execution
      • Running on Kubernetes
      • Running on Ray
    • Optimization
      • Managing Memory Usage
      • Partitioning and Batching
      • Shuffle Algorithms
      • Join Strategies
  • Observability
    • Dashboard
    • Progress Indicators
    • Logging
    • Telemetry
  • Sessions, Catalogs, and Tables
  • Resources
    • Roadmap
    • Benchmarks
    • Community ^↗
    • Release Notes ^↗
    • Usage Telemetry
• Examples
  • Examples
  • Multimodal Structured Outputs: Evaluating Image Understanding
  • Voice AI Analytics with Faster-Whisper and embed_text
  • Web Text Deduplication
  • Audio Transcription
  • Generate Text Embeddings for Turbopuffer
  • Running LLMs on the Red Pajamas Dataset
  • Generate Images from Text with Stable Diffusion
  • Querying Image Data
  • MNIST Digit Classification
  • UDF Patterns
  • Window Functions
  • Working with Common Crawl Data
  • Document Processing
• Python API
  • Python API
  • AI
  • I/O
  • DataFrame
  • Datasets
  • Expressions
  • Functions
  • User-Defined Functions
  • Data Types
    • DataType
    • File Types
    • Type Conversions
    • Casting
  • Window
  • Sessions
  • Catalogs & Tables
  • Schema
  • Aggregations
  • Series
  • Configuration
  • Miscellaneous
• SQL Reference
  • SQL Reference
  • Statements
    • SELECT
    • DESCRIBE
    • SHOW
    • USE
  • Data Types
  • Identifiers
  • Window Functions
• Contributing
  • Overview
  • Development Guide
  • Contributing AI Functions
• Daft Skills