OceanBase

OceanBase

Author: oceanbase
Version: 0.0.4
Type: tool
Repo: https://github.com/oceanbase/dify-plugin-oceanbase

Description

This plugin is used to query OceanBase databases and includes multiple tools to help users interact with OceanBase databases.

Tools Introduction

1. Execute SQL

• Function: Execute SQL queries on existing OceanBase databases
• Usage: Directly execute SQL statements starting with SELECT, SHOW, or WITH
• Output Format: Supports multiple formats including JSON, CSV, YAML, Markdown, Excel, HTML, etc.
• Security Restrictions: Only supports query statements to ensure database security

2. Get Table Schema

• Function: Get table structure information from the database
• Usage: Provide database context for LLM to help understand table structure
• Flexibility: Can specify specific tables or get structure information for all tables
• Use Cases: Understand database structure before generating SQL queries

3. Text to SQL

• Function: Use LLM to convert natural language queries into SQL statements
• Usage: Allow users to describe query requirements in natural language and automatically generate corresponding SQL
• Intelligence: Generate accurate SQL based on database context and table structure information
• Model Selection: Support selecting different large language models for conversion

4. Hybrid Search

• Function: Execute hybrid search combining vector similarity and full-text search on OceanBase or SeekDB tables
• Requirements: Supported on OceanBase 4.4.1+ and SeekDB. Tables must have vector indexes or full-text indexes.
• Table Type Support:
  • Heap tables: Fully supported with primary key for hybrid search
  • Primary key tables : Not supported for hybrid search
• Features:
  • Combines vector similarity search with full-text search for more accurate results
  • Supports searching across multiple tables
  • Uses embedding models to convert query text to vectors
• Use Cases: Semantic search, document retrieval, question answering systems

Usage Instructions

1. Database Connection: Configure OceanBase database connection information
2. Select Tools: Choose appropriate tools based on requirements
3. Execute Queries: Query data through natural language or direct SQL
4. Get Results: Obtain query results in specified format

Notes

• This plugin only supports query operations and does not support data modification
• It is recommended to use read-only database accounts to ensure security
• Supports multiple output formats that can be selected as needed
• Hybrid Search requires OceanBase 4.4.1+ or SeekDB, and tables must have appropriate indexes

References

This plugin references dify-plugin-database and has been adapted and optimized for OceanBase databases.