# 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](https://help.aliyun.com/zh/open-search/search-platform/developer-reference/api-details)
- [image-analyze-api-details](https://help.aliyun.com/zh/open-search/search-platform/developer-reference/opensearch-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
```python
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
```python
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)
```
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"description": "# LlamaIndex Readers Integration: Alibabacloud_Aisearch\n\n## Installation\n\n```\npip install llama-index-readers-alibabacloud-aisearch\n```\n\n## Usage\n\nSupported file types: ppt/pptx, doc/docx, pdf, images and so on.\nFor further details, please visit:\n\n- [document-analyze-api-details](https://help.aliyun.com/zh/open-search/search-platform/developer-reference/api-details)\n- [image-analyze-api-details](https://help.aliyun.com/zh/open-search/search-platform/developer-reference/opensearch-api-details)\n\nYou can specify the `endpoint` and `aisearch_api_key` in the constructor, or set the environment variables `AISEARCH_ENDPOINT` and `AISEARCH_API_KEY`.\n\n### Read local files\n\n```python\nfrom llama_index.readers.alibabacloud_aisearch import (\n AlibabaCloudAISearchDocumentReader,\n AlibabaCloudAISearchImageReader,\n)\nfrom llama_index.core import SimpleDirectoryReader\n\ndocument_reader = AlibabaCloudAISearchDocumentReader()\nimage_reader = AlibabaCloudAISearchImageReader()\n\nfile_extractor = {}\nfor suffix in (\".pdf\", \".docx\", \".doc\", \".ppt\", \".pptx\"):\n file_extractor[suffix] = document_reader\nfor suffix in (\".jpg\", \".jpeg\", \".png\", \".bmp\", \".tiff\"):\n file_extractor[suffix] = image_reader\n\ndocuments = SimpleDirectoryReader(\n \"./data\", file_extractor=file_extractor\n).load_data(show_progress=True)\nprint(documents)\n```\n\n### Read remote files\n\n```python\nfrom llama_index.readers.alibabacloud_aisearch import (\n AlibabaCloudAISearchImageReader,\n)\n\nimage_reader = AlibabaCloudAISearchImageReader(\n service_id=\"ops-image-analyze-ocr-001\"\n)\nimage_urls = [\n \"https://img.alicdn.com/imgextra/i1/O1CN01WksnF41hlhBFsXDNB_!!6000000004318-0-tps-1000-1400.jpg\",\n]\n\n# The file_type is automatically determined based on the file extension.\n# If it cannot be identified, manual specification of the file_type is required.\ndocuments = image_reader.load_data(file_path=image_urls, file_type=\"jpg\")\nprint(documents)\n```\n",
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