LlamaIndex Postprocessor Integration: Alibabacloud_Aisearch_Rerank
Installation
pip install llama-index-postprocessor-alibabacloud-aisearch-rerank
Usage
For further details, please visit ranker-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.
from llama_index.core.data_structs import Node
from llama_index.core.schema import NodeWithScore
from llama_index.postprocessor.alibabacloud_aisearch_rerank import (
AlibabaCloudAISearchRerank,
)
nodes = [
NodeWithScore(
node=Node(id_="1", text="<text1>"),
score=0.7,
),
NodeWithScore(
node=Node(id_="2", text="<text2>"),
score=0.8,
),
NodeWithScore(
node=Node(id_="3", text="<text3>"),
score=0.1,
),
]
reranker = AlibabaCloudAISearchRerank(top_n=2)
new_nodes = reranker.postprocess_nodes(nodes, query_str="<query>")
for node in new_nodes:
print(f"{node.node.text[:20]}\t{node.score}")
1 maintainer
Metadata
1 maintainer
Release files for llama-index-postprocessor-alibabacloud-aisearch-rerank 0.5.0
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| File | Size | Uploaded | Provenance | Actions |
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| llama_index_postprocessor_alibabacloud_aisearch_rerank-0.5.0.tar.gz | 5.0 kB | Without provenance | Details for llama_index_postprocessor_alibabacloud_aisearch_rerank-0.5.0.tar.gz |
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| File | Interpreter | ABI | Platform | Actions Reset |
|---|---|---|---|---|
| llama_index_postprocessor_alibabacloud_aisearch_rerank-0.5.0-py3-none-any.whl | Python 3 | none | any | Details for llama_index_postprocessor_alibabacloud_aisearch_rerank-0.5.0-py3-none-any.whl |
Total release size: 10.0 kB
Release files / llama_index_postprocessor_alibabacloud_aisearch_rerank-0.5.0.tar.gz
| Download URL | llama_index_postprocessor_alibabacloud_aisearch_rerank-0.5.0.tar.gz |
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| Size | 5.0 kB |
| Tags | Source |
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SHA-256 checksum How to use checksums |
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Release files / llama_index_postprocessor_alibabacloud_aisearch_rerank-0.5.0-py3-none-any.whl
| Download URL | llama_index_postprocessor_alibabacloud_aisearch_rerank-0.5.0-py3-none-any.whl |
|---|---|
| Size | 5.0 kB |
| Tags | Python 3 |
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