Developer Guides

Jina developer guides cover specific features and use cases.

Jina Core is the open-source framework of Jina AI. It is a new, state-of-the-art design pattern allowing you to create end-to-end search solutions. It leverages the latest AI and deep learning models out-of-the box and lets you deploy them anywhere you want.

Brand new users to Jina Core should first begin with the Introduction section which covers more fundamental concepts.

Further information on any specific method can be obtained in the API References.

• Installation
  • Installing Jina Core
    • Install Jina Core via pip
    • Upgrade Jina
    • Install Jina via Docker Container
    • How To Install Jina Core on Raspberry Pi OS and other Linux Systems
    • Install Jina on Windows Subsystem for Linux (WSL)
    • Autocomplete commands on Bash, Zsh and Fish
• Build your first Jina app
• Multi-modal and Cross-modal Search in Jina
• CRUD Operations
• Logging Configuration in Jina
• Prevent Indexing Duplicates
• Using Flow API to Compose Your Jina Workflow
• Common Design Patterns
• How to handle Input and Output for Flows
• Understand Jina Recursive Document Representation
• Guideline When Adding New Driver
• Development Guide: Add new Executors
• A Minimum Working Example
• Using Jina Pod Remotely
  • Creating a Remote Jina Pod from Console
  • Using Jina remotely with Jina Daemon
  • Creating a Remote Flow with jinad
  • Creating a Remote Jina Pod from Console with jinad
  • Creating a Remote Jina Pod from Flow APIs with jinad
• Parallelization in Jina
• A guide on Jina Primitive Data Types
• Project set up guide
• Built-in Simple Executors and Reserved uses in Jina
• Gracefully Exit Jina
• OS Environment Variables Used in Jina
• Flow Optimization
• Understanding the Request Size parameter
• A Guide to Jina Flow Evaluation Mode
• A Guide to Jina Ranker
• Incremental Indexing
• Jina Cloud Benchmark & Deployment
• A Guide on MIME Types in Jina