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Convert any data into a recommendation engine with Dappier’s AI-powered Article Recommendations API. This API uses a RAG (Retrieval-Augmented Generation) model to return article recommendations based on the input query or URL. You’ll need an API key to access this API. Visit Dappier Platform to sign up and create an API key under Settings > Profile > API Keys.

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Using AI Recommendations API

This section demonstrates retrieving recommendations based on natural language queries or URLs. You can get the data model id of the desired data model from the Dappier Marketplace. The data model id starts with dm_. Api reference for this endpoint can be found here. 
import requests
import json

url = "https://api.dappier.com/app/datamodel/dm_01j0pb465keqmatq9k83dthx34"
payload = json.dumps({
"query": "lifestyle new articles",
"similarity_top_k": 3,
"ref": "",
"num_articles_ref": 0,
"search_algorithm": "most_recent",
"page": 1,
"num_results" : 10

})
headers = {
'Content-Type': 'application/json',
'Authorization': 'Bearer <YOUR_DAPPIER_API_KEY>'
}

response = requests.post(url, headers=headers, data=payload)

print(response.text)
response
{
"results": [
    {
        "author": "Rusty Weiss",
        "image_url": "https://images.dappier.com/dm_01j0pb465keqmatq9k83dthx34/Olympics-Rugby-Sevens-Women-Semifinal-USA-vs-NZL-23861886-scaled-e1725556056406_.jpg?width=428&height=321",
        "preview_content": "<p>American rugby player Ilona Maher&#8217;s popularity is at its absolute peak. Demand for her has skyrocketed since her performance in [&#8230;]</p>\n<p>The post <a href=\"https://www.boundingintosports.com/2024/09/olympic-rugby-hero-ilona-maher-joins-dancing-with-the-stars/\">Olympic Rugby Hero Ilona Maher Joins &#8216;Dancing With The Stars&#8217;</a> appeared first on <a href=\"https://www.boundingintosports.com\">Bounding Into Sports</a>.</p>",
        "pubdate": "Thu, 05 Sep 2024 17:30:27 +0000",
        "site": "Bounding Into Sports",
        "site_domain": "www.boundingintosports.com",
        "title": "Olympic Rugby Hero Ilona Maher Joins ‘Dancing With The Stars’",
        "url": "https://api.dappier.com/app/track/NB2HI4DTHIXS653XO4XGE33VNZSGS3THNFXHI33TOBXXE5DTFZRW63JPGIYDENBPGA4S633MPFWXA2LDFVZHKZ3CPEWWQZLSN4WWS3DPNZQS23LBNBSXELLKN5UW44ZNMRQW4Y3JNZTS253JORUC25DIMUWXG5DBOJZS6===?type=article_click&site_domain=www.boundingintosports.com&datamodel_id=dm_01j0pb465keqmatq9k83dthx34&request_id=3ac73c01974c-kqHLh38Cqy-2824988&origin="
    },
    ...
]
}