Elasticsearch Serverlessプロジェクトを管理するAIエージェント

git clone https://github.com/elastic/elasticsearch-labs/supporting-blog-content/serverless-ai-agent
cd serverless-ai-agent

python -m venv venv
source venv/bin/activate  # On Windows, use venv\Scripts\activate

pip install -r requirements.txt

ES_URL=your_elasticsearch_api_url  # The base URL for your Elasticsearch service (e.g., https://your-cluster-id.es.region.aws.elastic-cloud.com)
API_KEY=your_elasticsearch_api_key  # Your API key for Elasticsearch
REGION=your_region  # Example: aws-eu-west-1
OPENAI_API_KEY=your_openai_api_key  # Your OpenAI API key

python main.py

Welcome to the Serverless Project AI Agent Tool!
You can ask things like:
 - 'Create a serverless project named my_project'
 - 'Delete the serverless project named my_project'
 - 'Get the status of the serverless project named my_project'
 - 'Get the details of the serverless project named my_project'

python main.py 

Welcome to the Serverless Project AI Agent Tool!

You can ask things like:
 - 'Create a serverless project named my_project'
 - 'Delete the serverless project named my_project'
 - 'Get the status of the serverless project named my_project'
 - 'Get the details of the serverless project named my_project'

User: Create a serverless project named my-february-test
Added user message to memory: Create a serverless project named my-february-test

=== Calling Function ===
Calling function: create_ess_project with args: {"project_name":"my-february-test"}
========================


Agent: The serverless Elasticsearch project named "my-february-test" has been created successfully. Here are the details:

- **Project ID:** <>>
- **Elasticsearch Endpoint:** [https://my-february-test-ccc399.es.eu-west-1.aws.qa.elastic.cloud](https://my-february-test-ccc399.es.eu-west-1.aws.qa.elastic.cloud)
- **Kibana Endpoint:** [https://my-february-test-ccc399.kb.eu-west-1.aws.qa.elastic.cloud](https://my-february-test-ccc399.kb.eu-west-1.aws.qa.elastic.cloud)

User: get my-february-test status
Added user message to memory: get my-february-test status

=== Calling Function ===
Calling function: get_ess_project_status with args: {"project_name":"my-february-test"}
========================

Agent: The status of the "my-february-test" project is currently **initializing**.

User: get my-february-test info
Added user message to memory: get my-february-test info

=== Calling Function ===
Calling function: get_ess_project_details with args: {"project_name":"my-february-test"}
========================

Agent: Here are the details for the "my-february-test" project:

- **Project Name:** my-february-test
- **Alias:** my-february-test-ccc399
- **Cloud ID:** ""
- **Project ID:** ""
- **Region ID:** aws-eu-west-1
- **Created At:** 2025-02-12T15:42:00.530177619Z
- **Created By:** 571213384
- **Organization ID:** ""
- **Type:** Elasticsearch
- **Optimized For:** General Purpose
- **Search Lake:**
  - **Boost Window:** 7
  - **Search Power:** 100
- **Endpoints:**
  - **Elasticsearch:** https://my-february-test-ccc399.es.eu-west-1.aws.qa.elastic.cloud
  - **Kibana:** https://my-february-test-ccc399.kb.eu-west-1.aws.qa.elastic.cloud
- **Credentials:**
  - **Username:** ""
  - **Password:** ""

Please ensure to keep the credentials secure.

User: please delete the my-february-test project
Added user message to memory: please delete the my-february-test project

=== Calling Function ===
Calling function: delete_ess_project with args: {"project_name":"my-february-test"}
========================

Agent: The "my-february-test" project has been deleted successfully.