Using Alibaba Cloud Bailian Cloud Knowledge Base and Knowledge Indexing Services

This guide explains how to use Alibaba Cloud Bailian’s Cloud Knowledge Base and Knowledge Indexing services within LlamaIndex to enable flexible document chunking and customizable embedding model selection.

Prerequisites

You have obtained a Bailian API Key.
You have installed the LlamaIndex DashScope-related packages.
You have created a knowledge base in the Bailian console.

Usage Workflow

Install Dependencies

pip install llama-index-indices-managed-dashscope

Initialize the Index

from llama_index.indices.managed.dashscope import DashScopeCloudIndex

index = DashScopeCloudIndex(
    api_key="your-api-key",
    workspace_id="your-workspace-id",
    index_id="your-index-id"
)

Perform Retrieval

query_engine = index.as_query_engine()
response = query_engine.query("Your question")
print(response)

​Prerequisites

​Usage Workflow

Prerequisites

Usage Workflow