tablestore-agent-storage 1.0.5

A Python SDK for agent storage

Aliyun Tablestore Agent Storage Python SDK

A Python SDK for agent storage with support for Aliyun OSS and OTS, featuring knowledge base and document management capabilities.

Installation

pip install -e .

Quick Start

from tablestore_agent_storage import AgentStorageClient

# Initialize client with unified credentials
client = AgentStorageClient(
    access_key_id='your_access_key_id',
    access_key_secret='your_access_key_secret',
    oss_endpoint='https://oss-cn-hangzhou.aliyuncs.com',
    oss_bucket_name='your_bucket_name',
    ots_endpoint='https://your_instance.cn-hangzhou.ots.aliyuncs.com',
    ots_instance_name='your_instance_name'
)

# Create a knowledge base
response = client.create_knowledge_base({
    'name': 'my_knowledge_base',
    'description': 'My first knowledge base'
})

# Add a document with OSS key
client.add_documents({
    'knowledgeBaseName': 'my_knowledge_base',
    'documents': [{
        'ossKey': 'oss://your-bucket/path/to/file.pdf',
        'metadata': {'author': 'aliyun'}
    }]
})

# Or add a document by uploading a local file
client.upload_documents({
    'knowledgeBaseName': 'my_knowledge_base',
    'documents': [{
        'filePath': '/path/to/local/file.pdf',
        'metadata': {'author': 'aliyun'}
    }]
})

# Search/Retrieve
results = client.retrieve({
    'knowledgeBaseName': 'knowledgeBaseName',
    "retrievalQuery": {
        "text": "text to search",
        "type": "TEXT"
    }
})

API Reference

Knowledge Base Operations

• create_knowledge_base(request) - Create new knowledge base
• list_knowledge_base(request) - List all knowledge bases
• describe_knowledge_base(request) - Get knowledge base details
• delete_knowledge_base(request) - Delete knowledge base

Document Operations

• add_documents(request) - Add a document to a knowledge base (requires OSS key)
• upload_documents(request) - Add a document by uploading a local file (automatically uploads to OSS)
• list_documents(request) - List documents in knowledge base
• get_document(request) - Get document details
• delete_documents(request) - Delete a document

Retrieval Operations

• retrieve(request) - Perform vector search/retrieval

Configuration

The SDK requires the following configuration parameters:

• access_key_id: Your Aliyun access key ID (shared by OSS and OTS)
• access_key_secret: Your Aliyun access key secret (shared by OSS and OTS)
• oss_endpoint: OSS service endpoint
• oss_bucket_name: OSS bucket name
• ots_endpoint: OTS service endpoint (optional)
• ots_instance_name: OTS instance name (optional)

Examples

See the examples/ directory for more detailed usage examples.

Dependencies

• oss2 >= 2.18.0
• tablestore >=6.3.9

Contact

• 阿里云 Tablestore 官方网站
• 阿里云官网联系方式
• 阿里云 Tablestore 官方文档