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Mysql Kusto MCP
概述
内容详情
替代品
What is the Kusto Chat App?
This application allows users to interact with Kusto databases using natural language queries. It leverages Azure OpenAI's large language model (LLM) to understand and translate conversational queries into Kusto Query Language (KQL).How does it work?
The app uses the Model Context Protocol (MCP) Client/Server framework where the client handles user interactions and the server processes the queries with Azure OpenAI's LLM.Use Cases
Ideal for data analysts and engineers who want to query Kusto databases without writing complex KQL queries. Also useful for quick data exploration and ad-hoc reporting.Key Features
Natural Language ProcessingUnderstands and converts conversational English queries into Kusto queries
Azure OpenAI IntegrationLeverages powerful language models from Azure OpenAI service
MCP FrameworkUses the Model Context Protocol for efficient client-server communication
Azure CLI AuthenticationSimplifies authentication using existing Azure CLI credentials
Pros and Cons
Advantages
No need to learn Kusto Query Language (KQL)
Fast setup using existing Azure credentials
Conversational interface makes data exploration intuitive
Powered by state-of-the-art Azure OpenAI models
Limitations
Requires Azure OpenAI service access
Dependent on Azure CLI for authentication
May need refinement for complex queries
Currently command-line only (no GUI)
Getting Started
Install PrerequisitesEnsure you have Python and pip installed on your system
Azure LoginAuthenticate with Azure using the Azure CLI
Setup EnvironmentClone the repository and install dependencies
Configure Azure OpenAICreate a .env file with your Azure OpenAI credentials
Run the ApplicationStart the client which will automatically launch the server
Example Queries
Basic Data QueryAsk for specific data from your Kusto database
Trend AnalysisRequest trend information over time
Frequently Asked Questions
1
How do I get Azure OpenAI credentials?You need access to Azure AI Foundry portal. Visit https://ai.azure.com/resource/overview to find your API key, endpoint, and other required parameters.
2
Can I use this without Azure CLI authentication?Currently, the application only supports Azure CLI authentication. Alternative authentication methods may be added in future versions.
3
How accurate are the generated Kusto queries?The accuracy depends on the Azure OpenAI model used. For best results, be specific in your queries and verify complex queries before production use.
4
Can I customize the OpenAI model used?Yes, you can specify the model in the .env file by setting the AZUREOPENAI_MODEL parameter to your preferred model name.
Additional Resources
Azure OpenAI ServiceOfficial Azure OpenAI service portal
Kusto Query Language DocumentationOfficial KQL documentation
Azure CLI DocumentationOfficial Azure CLI documentation
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