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src/instagram/tools/__init__.py
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src/instagram/tools/search.py
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import requests
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import json
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import os
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from langchain.tools import tool
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from langchain_community.document_loaders import WebBaseLoader
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class SearchTools:
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@tool('search internet')
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def search_internet(query: str) -> str:
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"""
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Use this tool to search the internet for information. This tools returns 5 results from Google search engine.
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"""
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return SearchTools.search(query)
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@tool('search instagram')
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def search_instagram(query: str) -> str:
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"""
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Use this tool to search Instagram. This tools returns 5 results from Instagram pages.
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"""
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return SearchTools.search(f"site:instagram.com {query}", limit=5)
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@tool('open page')
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def open_page(url: str) -> str:
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"""
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Use this tool to open a webpage and get the content.
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"""
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loader = WebBaseLoader(url)
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return loader.load()
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def search(query, limit=5):
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url = "https://google.serper.dev/search"
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payload = json.dumps({
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"q": query,
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"num": limit,
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})
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headers = {
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'X-API-KEY': os.getenv("SERPER_API_KEY"),
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'Content-Type': 'application/json'
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}
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response = requests.request("POST", url, headers=headers, data=payload)
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results = response.json()['organic']
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string = []
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for result in results:
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string.append(f"{result['title']}\n{result['snippet']}\n{result['link']}\n\n")
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return f"Search results for '{query}':\n\n" + "\n".join(string)
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if __name__ == "__main__":
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print(SearchTools.open_page("https://www.python.org/"))
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