LlamaIndex Indices Integration: Managed-Dashscope
Installation
pip install llama-index-indices-managed-dashscope
Usage
import os
from llama_index.core.schema import QueryBundle
from llama_index.readers.dashscope.base import DashScopeParse
from llama_index.readers.dashscope.utils import ResultType
os.environ["DASHSCOPE_API_KEY"] = "your_api_key_here"
os.environ["DASHSCOPE_WORKSPACE_ID"] = "your_workspace_here"
# init retriever from scratch
from llama_index.indices.managed.dashscope.retriever import (
DashScopeCloudRetriever,
)
file_list = [
# your files (accept doc, docx, pdf)
]
parse = DashScopeParse(result_type=ResultType.DASHCOPE_DOCMIND)
documents = parse.load_data(file_path=file_list)
# create a new index
index = DashScopeCloudIndex.from_documents(
documents,
"my_first_index",
verbose=True,
)
# # connect to an existing index
# index = DashScopeCloudIndex("my_first_index")
retriever = index.as_retriever()
nodes = retriever.retrieve("test query")
print(nodes)
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