Rerank Overview

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import cohere
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co = cohere.ClientV2()
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query = "What is the capital of the United States?"
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docs = [
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  "Carson City is the capital city of the American state of Nevada. At the 2010 United States Census, Carson City had a population of 55,274.",
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  "The Commonwealth of the Northern Mariana Islands is a group of islands in the Pacific Ocean that are a political division controlled by the United States. Its capital is Saipan.",
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  "Charlotte Amalie is the capital and largest city of the United States Virgin Islands. It has about 20,000 people. The city is on the island of Saint Thomas.",
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  "Washington, D.C. (also known as simply Washington or D.C., and officially as the District of Columbia) is the capital of the United States. It is a federal district. The President of the USA and many major national government offices are in the territory. This makes it the political center of the United States of America.",
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  "Capital punishment has existed in the United States since before the United States was a country. As of 2017, capital punishment is legal in 30 of the 50 states. The federal government (including the United States military) also uses capital punishment."
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]
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results = co.rerank(
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	model="rerank-v3.5",
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	query=query,
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	documents=docs,
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	top_n=5)

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import yaml
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import cohere
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co = cohere.ClientV2()
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query = "What is the capital of the United States?"
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docs = [
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  {
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	"Title": "Facts about Carson City",
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	"Content": "Carson City is the capital city of the American state of Nevada. At the 2010 United States Census, Carson City had a population of 55,274."
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  },
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  {
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    "Title": "The Commonwealth of Northern Mariana Islands",
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	"Content": "The Commonwealth of the Northern Mariana Islands is a group of islands in the Pacific Ocean that are a political division controlled by the United States. Its capital is Saipan."
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  },
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  {
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	"Title": "The Capital of United States Virgin Islands",
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	"Content": "Charlotte Amalie is the capital and largest city of the United States Virgin Islands. It has about 20,000 people. The city is on the island of Saint Thomas."
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  },
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  {
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	"Title": "Washington D.C.",
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	"Content":"Washington, D.C. (also known as simply Washington or D.C., and officially as the District of Columbia) is the capital of the United States. It is a federal district. The President of the USA and many major national government offices are in the territory. This makes it the political center of the United States of America."
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  },
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  {
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	"Title": "Capital Punishment in the US",
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	"Content": "Capital punishment has existed in the United States since before the United States was a country. As of 2017, capital punishment is legal in 30 of the 50 states. The federal government (including the United States military) also uses capital punishment."
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  }
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]
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yaml_docs = [yaml.dump(doc, sort_keys=False) for doc in docs] 
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results = co.rerank(
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	model="rerank-v3.5",
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	query=query,
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	documents=yaml_docs,
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	top_n=5
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)