FocusSearch
CreatedFocusSearch
Converts natural language into SQL queries using keyword parsing for improved accuracy and speed.
About
FocusSearch is a Model Context Protocol (MCP) server plugin that bridges the gap between natural language and SQL queries. By employing a two-step SQL generation process involving keyword parsing, FocusSearch offers greater control over Large Language Model hallucinations, resulting in more reliable and trustworthy SQL outputs. This approach contrasts with traditional LLM frameworks, providing a transparent and cost-effective solution for non-technical users seeking to interact with databases.
Key Features
- Initializes the model with table schema and bearer token.
- Offers a transparent, two-step SQL generation process.
- Supports both English and Chinese languages.
- Converts natural language input into SQL statements.
- Reduces reliance on large language models through keyword verification.
Use Cases
- Enabling non-technical users to query databases with natural language.
- Integrating natural language to SQL capabilities into AI assistants.
- Automating SQL query generation in data analysis workflows.
