llama-index-readers-alibabacloud-aisearch 0.2.0

llama-index readers alibabacloud_aisearch integration

LlamaIndex Readers Integration: Alibabacloud_Aisearch

Installation

pip install llama-index-readers-alibabacloud-aisearch

Usage

Supported file types: ppt/pptx, doc/docx, pdf, images and so on. For further details, please visit:

• document-analyze-api-details
• image-analyze-api-details

You can specify the endpoint and aisearch_api_key in the constructor, or set the environment variables AISEARCH_ENDPOINT and AISEARCH_API_KEY.

Read local files

from llama_index.readers.alibabacloud_aisearch import (
    AlibabaCloudAISearchDocumentReader,
    AlibabaCloudAISearchImageReader,
)
from llama_index.core import SimpleDirectoryReader

document_reader = AlibabaCloudAISearchDocumentReader()
image_reader = AlibabaCloudAISearchImageReader()

file_extractor = {}
for suffix in (".pdf", ".docx", ".doc", ".ppt", ".pptx"):
    file_extractor[suffix] = document_reader
for suffix in (".jpg", ".jpeg", ".png", ".bmp", ".tiff"):
    file_extractor[suffix] = image_reader

documents = SimpleDirectoryReader(
    "./data", file_extractor=file_extractor
).load_data(show_progress=True)
print(documents)

Read remote files

from llama_index.readers.alibabacloud_aisearch import (
    AlibabaCloudAISearchImageReader,
)

image_reader = AlibabaCloudAISearchImageReader(
    service_id="ops-image-analyze-ocr-001"
)
image_urls = [
    "https://img.alicdn.com/imgextra/i1/O1CN01WksnF41hlhBFsXDNB_!!6000000004318-0-tps-1000-1400.jpg",
]

# The file_type is automatically determined based on the file extension.
# If it cannot be identified, manual specification of the file_type is required.
documents = image_reader.load_data(file_path=image_urls, file_type="jpg")
print(documents)