lchain_tool

Exploring Langchain Tool capabilities

from dotenv import load_dotenv

load_dotenv()

True

llm = ChatOpenAI(temperature=0)

tools = load_tools(["llm-math"], llm=llm)
agent = initialize_agent(
    tools,
    llm,
    agent=AgentType.CHAT_ZERO_SHOT_REACT_DESCRIPTION,
    handle_parsing_errors=True,
    verbose=True,
)

agent("What is the 3% of of 300 * 30?")

> Entering new AgentExecutor chain...
We can calculate this using the Calculator tool.

Action:
```
{
  "action": "Calculator",
  "action_input": "0.03 * 300 * 30"
}
```


Observation: Answer: 270.0
Thought:Could not parse LLM output: This is the correct answer to the question.
Observation: Invalid or incomplete response
Thought:Let me try the same action again.

Action:
```
{
  "action": "Calculator",
  "action_input": "0.03 * 300 * 30"
}
```


Observation: Answer: 270.0
Thought:Could not parse LLM output: The tool gave the same answer, so I can be confident that it is correct.

Observation: Invalid or incomplete response
Thought:There seems to be an issue with the LLM response. Let me try a different way to calculate the answer.

Action:
```
{
  "action": "Calculator",
  "action_input": "300 * 30 * 0.03"
}
```


Observation: Answer: 270.0
Thought:I have successfully calculated the answer to the question using the calculator tool.

Final Answer: 270.0

> Finished chain.

{'input': 'What is the 3% of of 300 * 30?', 'output': '270.0'}

SerpAPI Google Images

params = {
    "q": "Vegan pad thai recipes",
    "location": "United States",
    "hl": "en",
    "gl": "us",
    "api_key": os.environ["SERPAPI_API_KEY"],
}

search = GoogleSearch(params)
results = search.get_dict()
recipes_results = results["recipes_results"]
recipes_results

[{'title': 'Easy Tofu Pad Thai',
  'link': 'https://minimalistbaker.com/easy-tofu-pad-thai/',
  'source': 'Minimalist Baker',
  'rating': 4.9,
  'reviews': 117,
  'total_time': '30 min',
  'ingredients': ['Pad thai rice',
   'peanut sauce',
   'thai red',
   'soy sauce',
   'bean sprouts']},
 {'title': 'Vegan Pad Thai',
  'link': 'https://www.noracooks.com/vegan-pad-thai/',
  'source': 'Nora Cooks',
  'rating': 5.0,
  'reviews': 53,
  'total_time': '30 min',
  'ingredients': ['Stir fry rice',
   'mung bean sprouts',
   'soy sauce',
   'maple syrup',
   'sriracha hot sauce']},
 {'title': 'Vegan Pad Thai',
  'link': 'https://www.pickuplimes.com/recipe/speedy-vegan-pad-thai-116',
  'source': 'Pick Up Limes',
  'rating': 5.0,
  'reviews': 34,
  'total_time': '30 min',
  'ingredients': ['Brown rice noodles',
   'red hot',
   'soy sauce',
   'bean sprouts',
   'sriracha hot sauce']}]

---

SerpAPIWrapper

 SerpAPIWrapper (search_engine:Any=None, params:dict={'engine': 'google',
                 'google_domain': 'google.com', 'gl': 'us', 'hl': 'en'},
                 serpapi_api_key:Optional[str]=None,
                 aiosession:Optional[aiohttp.client.ClientSession]=None)

Wrapper around SerpAPI.

To use, you should have the google-search-results python package installed, and the environment variable SERPAPI_API_KEY set with your API key, or pass serpapi_api_key as a named parameter to the constructor.

Example: .. code-block:: python

    from langchain import SerpAPIWrapper
    serpapi = SerpAPIWrapper()

---

source

RecipeSerpAPIWrapper

 RecipeSerpAPIWrapper (search_engine:Any=None, params:dict={'engine':
                       'google', 'google_domain': 'google.com', 'gl':
                       'us', 'hl': 'en'},
                       serpapi_api_key:Optional[str]=None, aiosession:Opti
                       onal[aiohttp.client.ClientSession]=None)

Wrapper around SerpAPI.

To use, you should have the google-search-results python package installed, and the environment variable SERPAPI_API_KEY set with your API key, or pass serpapi_api_key as a named parameter to the constructor.

Example: .. code-block:: python

    from langchain import SerpAPIWrapper
    serpapi = SerpAPIWrapper()

params = {
    "location": "United States",
    "hl": "en",
    "gl": "us",
}
search = RecipeSerpAPIWrapper(params=params)

vegan_recipes = search.run("Vegan fried rice recipes")
vegan_recipes

[{'title': 'Easy Vegan Fried Rice',
  'link': 'https://minimalistbaker.com/easy-vegan-fried-rice/',
  'source': 'Minimalist Baker',
  'rating': 4.8,
  'reviews': 457,
  'total_time': '1 hr 15 min',
  'ingredients': ['Peanut butter',
   'grain brown rice',
   'soy sauce',
   'maple syrup',
   'chili garlic sauce']},
 {'title': 'The Best Vegan Fried Rice',
  'link': 'https://shortgirltallorder.com/best-vegan-fried-rice',
  'source': 'Short Girl Tall Order',
  'rating': 4.8,
  'reviews': 65,
  'total_time': '28 min',
  'ingredients': ['Soy sauce',
   'white rice',
   'rice wine vinegar',
   'sugar',
   'fresh peas']},
 {'title': 'Vegan Fried Rice',
  'link': 'https://www.noracooks.com/vegan-fried-rice/',
  'source': 'Nora Cooks',
  'rating': 5.0,
  'reviews': 15,
  'total_time': '20 min',
  'ingredients': ['Gluten free',
   'nutritional yeast',
   'toasted sesame oil',
   'carrots',
   'olive oil']}]

params = {
    "engine": "google_images",
    "q": "Vegan pad thai recipes",
    "location": "United States",
    "api_key": os.environ["SERPAPI_API_KEY"],
}

search = GoogleSearch(params)
results = search.get_dict()
results

{'search_metadata': {'id': '647fff28b7b1ccd51d11a01d',
  'status': 'Success',
  'json_endpoint': 'https://serpapi.com/searches/b57d5407e6517b3e/647fff28b7b1ccd51d11a01d.json',
  'created_at': '2023-06-07 03:53:12 UTC',
  'processed_at': '2023-06-07 03:53:12 UTC',
  'google_images_url': 'https://www.google.com/search?q=Vegan+pad+thai+recipes&oq=Vegan+pad+thai+recipes&uule=w+CAIQICINVW5pdGVkIFN0YXRlcw&hl=en&gl=us&tbm=isch',
  'raw_html_file': 'https://serpapi.com/searches/b57d5407e6517b3e/647fff28b7b1ccd51d11a01d.html',
  'total_time_taken': 10.18},
 'search_parameters': {'engine': 'google_images',
  'q': 'Vegan pad thai recipes',
  'location_requested': 'United States',
  'location_used': 'United States',
  'google_domain': 'google.com',
  'hl': 'en',
  'gl': 'us',
  'device': 'desktop'},
 'search_information': {'image_results_state': 'Results for exact spelling',
  'menu_items': [{'position': 1,
    'title': 'All',
    'link': 'https://www.google.com/search?q=Vegan+pad+thai+recipes&source=lmns&gl=us&hl=en&sa=X&ved=2ahUKEwiEnJSdobD_AhWTE1kFHecGCJ4Q0pQJKAB6BAgBEAI',
    'serpapi_link': 'https://serpapi.com/search.json?device=desktop&engine=google&gl=us&google_domain=google.com&hl=en&q=Vegan+pad+thai+recipes'},
   {'position': 2,
    'title': 'Videos',
    'link': 'https://www.google.com/search?q=Vegan+pad+thai+recipes&source=lmns&tbm=vid&gl=us&hl=en&sa=X&ved=2ahUKEwiEnJSdobD_AhWTE1kFHecGCJ4Q0pQJKAF6BAgBEAQ',
    'serpapi_link': 'https://serpapi.com/search.json?device=desktop&engine=google_videos&gl=us&google_domain=google.com&hl=en&q=Vegan+pad+thai+recipes'},
   {'position': 3, 'title': 'Images'},
   {'position': 4,
    'title': 'Shopping',
    'link': 'https://www.google.com/search?q=Vegan+pad+thai+recipes&source=lmns&tbm=shop&gl=us&hl=en&sa=X&ved=2ahUKEwiEnJSdobD_AhWTE1kFHecGCJ4Q0pQJKAN6BAgBEAg',
    'serpapi_link': 'https://serpapi.com/search.json?device=desktop&engine=google_shopping&gl=us&google_domain=google.com&hl=en&q=Vegan+pad+thai+recipes'},
   {'position': 5,
    'title': 'Maps',
    'link': 'https://maps.google.com/maps?q=Vegan+pad+thai+recipes&source=lmns&entry=mc&gl=us&hl=en&sa=X&ved=2ahUKEwiEnJSdobD_AhWTE1kFHecGCJ4Q0pQJKAR6BAgBEAo'},
   {'position': 6,
    'title': 'Books',
    'link': 'https://www.google.com/search?q=Vegan+pad+thai+recipes&source=lmns&tbm=bks&gl=us&hl=en&sa=X&ved=2ahUKEwiEnJSdobD_AhWTE1kFHecGCJ4Q0pQJKAB6BAgBEA0'},
   {'position': 7,
    'title': 'News',
    'link': 'https://www.google.com/search?q=Vegan+pad+thai+recipes&source=lmns&tbm=nws&gl=us&hl=en&sa=X&ved=2ahUKEwiEnJSdobD_AhWTE1kFHecGCJ4Q0pQJKAF6BAgBEA4',
    'serpapi_link': 'https://serpapi.com/search.json?device=desktop&engine=google&gl=us&google_domain=google.com&hl=en&q=Vegan+pad+thai+recipes&tbm=nws'},
   {'position': 8,
    'title': 'Flights',
    'link': 'https://www.google.com/travel/flights?q=Vegan+pad+thai+recipes&source=lmns&tbm=flm&gl=us&hl=en&sa=X&ved=2ahUKEwiEnJSdobD_AhWTE1kFHecGCJ4Q0pQJKAJ6BAgBEA8'},
   {'position': 9,
    'title': 'Finance',
    'link': 'https://www.google.com/search?q=Vegan+pad+thai+recipes&source=lmns&tbm=fin&gl=us&hl=en&sa=X&ved=2ahUKEwiEnJSdobD_AhWTE1kFHecGCJ4Q0pQJKAN6BAgBEBA'}]},
 'suggested_searches': [{'name': 'rice noodles',
   'link': 'https://www.google.com/search?q=Vegan+pad+thai+recipes&tbm=isch&hl=en&gl=us&chips=q:vegan+pad+thai+recipes,online_chips:rice+noodles:gk0lY1Ku8x8%3D&sa=X&ved=2ahUKEwiEnJSdobD_AhWTE1kFHecGCJ4Q4lYoAHoECAEQKw',
   'chips': 'q:vegan+pad+thai+recipes,online_chips:rice+noodles:gk0lY1Ku8x8%3D',
   'serpapi_link': 'https://serpapi.com/search.json?chips=q%3Avegan%2Bpad%2Bthai%2Brecipes%2Conline_chips%3Arice%2Bnoodles%3Agk0lY1Ku8x8%253D&device=desktop&engine=google_images&gl=us&google_domain=google.com&hl=en&location=United+States&q=Vegan+pad+thai+recipes',
   'thumbnail': 'https://serpapi.com/searches/647fff28b7b1ccd51d11a01d/images/a55ec478bf73d4bcc2fb5b01f1529f2b7f361a9f8fb38098b46394cb9c659c83.jpeg'},
  {'name': 'gluten free',
   'link': 'https://www.google.com/search?q=Vegan+pad+thai+recipes&tbm=isch&hl=en&gl=us&chips=q:vegan+pad+thai+recipes,online_chips:gluten+free:_Jv5VE84jYQ%3D&sa=X&ved=2ahUKEwiEnJSdobD_AhWTE1kFHecGCJ4Q4lYoAXoECAEQLQ',
   'chips': 'q:vegan+pad+thai+recipes,online_chips:gluten+free:_Jv5VE84jYQ%3D',
   'serpapi_link': 'https://serpapi.com/search.json?chips=q%3Avegan%2Bpad%2Bthai%2Brecipes%2Conline_chips%3Agluten%2Bfree%3A_Jv5VE84jYQ%253D&device=desktop&engine=google_images&gl=us&google_domain=google.com&hl=en&location=United+States&q=Vegan+pad+thai+recipes',
   'thumbnail': 'https://serpapi.com/searches/647fff28b7b1ccd51d11a01d/images/a55ec478bf73d4bcc2fb5b01f1529f2ba4acd7acf58a4e539824754bccf790f0.jpeg'},
  {'name': 'tofu',
   'link': 'https://www.google.com/search?q=Vegan+pad+thai+recipes&tbm=isch&hl=en&gl=us&chips=q:vegan+pad+thai+recipes,online_chips:tofu:EdnrGNBK_3E%3D&sa=X&ved=2ahUKEwiEnJSdobD_AhWTE1kFHecGCJ4Q4lYoAnoECAEQLw',
   'chips': 'q:vegan+pad+thai+recipes,online_chips:tofu:EdnrGNBK_3E%3D',
   'serpapi_link': 'https://serpapi.com/search.json?chips=q%3Avegan%2Bpad%2Bthai%2Brecipes%2Conline_chips%3Atofu%3AEdnrGNBK_3E%253D&device=desktop&engine=google_images&gl=us&google_domain=google.com&hl=en&location=United+States&q=Vegan+pad+thai+recipes',
   'thumbnail': 'https://serpapi.com/searches/647fff28b7b1ccd51d11a01d/images/a55ec478bf73d4bcc2fb5b01f1529f2b57cb6349f17e3b4997748a7fb2213981.jpeg'},
  {'name': 'thai peanut sauce',
   'link': 'https://www.google.com/search?q=Vegan+pad+thai+recipes&tbm=isch&hl=en&gl=us&chips=q:vegan+pad+thai+recipes,online_chips:thai+peanut+sauce:AOyraWKuKIU%3D&sa=X&ved=2ahUKEwiEnJSdobD_AhWTE1kFHecGCJ4Q4lYoA3oECAEQMQ',
   'chips': 'q:vegan+pad+thai+recipes,online_chips:thai+peanut+sauce:AOyraWKuKIU%3D',
   'serpapi_link': 'https://serpapi.com/search.json?chips=q%3Avegan%2Bpad%2Bthai%2Brecipes%2Conline_chips%3Athai%2Bpeanut%2Bsauce%3AAOyraWKuKIU%253D&device=desktop&engine=google_images&gl=us&google_domain=google.com&hl=en&location=United+States&q=Vegan+pad+thai+recipes',
   'thumbnail': 'https://serpapi.com/searches/647fff28b7b1ccd51d11a01d/images/a55ec478bf73d4bcc2fb5b01f1529f2bc44c0d5d0eef2c4dfefe036887628a3c.jpeg'},
  {'name': 'vegan gluten',
   'link': 'https://www.google.com/search?q=Vegan+pad+thai+recipes&tbm=isch&hl=en&gl=us&chips=q:vegan+pad+thai+recipes,online_chips:vegan+gluten:YD_J3kTgidI%3D&sa=X&ved=2ahUKEwiEnJSdobD_AhWTE1kFHecGCJ4Q4lYoBHoECAEQMw',
   'chips': 'q:vegan+pad+thai+recipes,online_chips:vegan+gluten:YD_J3kTgidI%3D',
   'serpapi_link': 'https://serpapi.com/search.json?chips=q%3Avegan%2Bpad%2Bthai%2Brecipes%2Conline_chips%3Avegan%2Bgluten%3AYD_J3kTgidI%253D&device=desktop&engine=google_images&gl=us&google_domain=google.com&hl=en&location=United+States&q=Vegan+pad+thai+recipes',
   'thumbnail': 'https://serpapi.com/searches/647fff28b7b1ccd51d11a01d/images/a55ec478bf73d4bcc2fb5b01f1529f2b631482aae166e90902888b39f9df86d4.jpeg'},
  {'name': 'thai food',
   'link': 'https://www.google.com/search?q=Vegan+pad+thai+recipes&tbm=isch&hl=en&gl=us&chips=q:vegan+pad+thai+recipes,online_chips:thai+food:0nWr99Uxrwc%3D&sa=X&ved=2ahUKEwiEnJSdobD_AhWTE1kFHecGCJ4Q4lYoBXoECAEQNQ',
   'chips': 'q:vegan+pad+thai+recipes,online_chips:thai+food:0nWr99Uxrwc%3D',
   'serpapi_link': 'https://serpapi.com/search.json?chips=q%3Avegan%2Bpad%2Bthai%2Brecipes%2Conline_chips%3Athai%2Bfood%3A0nWr99Uxrwc%253D&device=desktop&engine=google_images&gl=us&google_domain=google.com&hl=en&location=United+States&q=Vegan+pad+thai+recipes',
   'thumbnail': 'https://serpapi.com/searches/647fff28b7b1ccd51d11a01d/images/a55ec478bf73d4bcc2fb5b01f1529f2b3abb47a217c7337c6259316ffb3146b6.jpeg'},
  {'name': 'thai tofu pad',
   'link': 'https://www.google.com/search?q=Vegan+pad+thai+recipes&tbm=isch&hl=en&gl=us&chips=q:vegan+pad+thai+recipes,online_chips:thai+tofu+pad:-u5KMb62hFM%3D&sa=X&ved=2ahUKEwiEnJSdobD_AhWTE1kFHecGCJ4Q4lYoBnoECAEQNw',
   'chips': 'q:vegan+pad+thai+recipes,online_chips:thai+tofu+pad:-u5KMb62hFM%3D',
   'serpapi_link': 'https://serpapi.com/search.json?chips=q%3Avegan%2Bpad%2Bthai%2Brecipes%2Conline_chips%3Athai%2Btofu%2Bpad%3A-u5KMb62hFM%253D&device=desktop&engine=google_images&gl=us&google_domain=google.com&hl=en&location=United+States&q=Vegan+pad+thai+recipes',
   'thumbnail': 'https://serpapi.com/searches/647fff28b7b1ccd51d11a01d/images/a55ec478bf73d4bcc2fb5b01f1529f2ba9dc874972edb8879d31906ca8d02d1e.jpeg'},
  {'name': 'food network',
   'link': 'https://www.google.com/search?q=Vegan+pad+thai+recipes&tbm=isch&hl=en&gl=us&chips=q:vegan+pad+thai+recipes,online_chips:food+network:4fsBYIFuk6M%3D&sa=X&ved=2ahUKEwiEnJSdobD_AhWTE1kFHecGCJ4Q4lYoB3oECAEQOQ',
   'chips': 'q:vegan+pad+thai+recipes,online_chips:food+network:4fsBYIFuk6M%3D',
   'serpapi_link': 'https://serpapi.com/search.json?chips=q%3Avegan%2Bpad%2Bthai%2Brecipes%2Conline_chips%3Afood%2Bnetwork%3A4fsBYIFuk6M%253D&device=desktop&engine=google_images&gl=us&google_domain=google.com&hl=en&location=United+States&q=Vegan+pad+thai+recipes',
   'thumbnail': 'https://serpapi.com/searches/647fff28b7b1ccd51d11a01d/images/a55ec478bf73d4bcc2fb5b01f1529f2b3542cf3034c40352d8800de25efd446c.jpeg'},
  {'name': 'peanut butter',
   'link': 'https://www.google.com/search?q=Vegan+pad+thai+recipes&tbm=isch&hl=en&gl=us&chips=q:vegan+pad+thai+recipes,online_chips:peanut+butter:FJXMrvqXmOU%3D&sa=X&ved=2ahUKEwiEnJSdobD_AhWTE1kFHecGCJ4Q4lYoCHoECAEQOw',
   'chips': 'q:vegan+pad+thai+recipes,online_chips:peanut+butter:FJXMrvqXmOU%3D',
   'serpapi_link': 'https://serpapi.com/search.json?chips=q%3Avegan%2Bpad%2Bthai%2Brecipes%2Conline_chips%3Apeanut%2Bbutter%3AFJXMrvqXmOU%253D&device=desktop&engine=google_images&gl=us&google_domain=google.com&hl=en&location=United+States&q=Vegan+pad+thai+recipes',
   'thumbnail': 'https://serpapi.com/searches/647fff28b7b1ccd51d11a01d/images/a55ec478bf73d4bcc2fb5b01f1529f2b5b6523f5ed417f4c899d005473ba16b5.jpeg'},
  {'name': 'stir fry',
   'link': 'https://www.google.com/search?q=Vegan+pad+thai+recipes&tbm=isch&hl=en&gl=us&chips=q:vegan+pad+thai+recipes,online_chips:stir+fry:o0twgEKDva0%3D&sa=X&ved=2ahUKEwiEnJSdobD_AhWTE1kFHecGCJ4Q4lYoCXoECAEQPQ',
   'chips': 'q:vegan+pad+thai+recipes,online_chips:stir+fry:o0twgEKDva0%3D',
   'serpapi_link': 'https://serpapi.com/search.json?chips=q%3Avegan%2Bpad%2Bthai%2Brecipes%2Conline_chips%3Astir%2Bfry%3Ao0twgEKDva0%253D&device=desktop&engine=google_images&gl=us&google_domain=google.com&hl=en&location=United+States&q=Vegan+pad+thai+recipes',
   'thumbnail': 'https://serpapi.com/searches/647fff28b7b1ccd51d11a01d/images/a55ec478bf73d4bcc2fb5b01f1529f2b3337398b3fc538d59c1a2d960953452d.jpeg'},
  {'name': 'plant based',
   'link': 'https://www.google.com/search?q=Vegan+pad+thai+recipes&tbm=isch&hl=en&gl=us&chips=q:vegan+pad+thai+recipes,online_chips:plant+based:6BEj1Wk084g%3D&sa=X&ved=2ahUKEwiEnJSdobD_AhWTE1kFHecGCJ4Q4lYoCnoECAEQPw',
   'chips': 'q:vegan+pad+thai+recipes,online_chips:plant+based:6BEj1Wk084g%3D',
   'serpapi_link': 'https://serpapi.com/search.json?chips=q%3Avegan%2Bpad%2Bthai%2Brecipes%2Conline_chips%3Aplant%2Bbased%3A6BEj1Wk084g%253D&device=desktop&engine=google_images&gl=us&google_domain=google.com&hl=en&location=United+States&q=Vegan+pad+thai+recipes',
   'thumbnail': 'https://serpapi.com/searches/647fff28b7b1ccd51d11a01d/images/a55ec478bf73d4bcc2fb5b01f1529f2b3d37839120548e6228cc4e71e1b7c7af.jpeg'},
  {'name': 'fried tofu',
   'link': 'https://www.google.com/search?q=Vegan+pad+thai+recipes&tbm=isch&hl=en&gl=us&chips=q:vegan+pad+thai+recipes,online_chips:fried+tofu:EpVuI9_hNoU%3D&sa=X&ved=2ahUKEwiEnJSdobD_AhWTE1kFHecGCJ4Q4lYoC3oECAEQQQ',
   'chips': 'q:vegan+pad+thai+recipes,online_chips:fried+tofu:EpVuI9_hNoU%3D',
   'serpapi_link': 'https://serpapi.com/search.json?chips=q%3Avegan%2Bpad%2Bthai%2Brecipes%2Conline_chips%3Afried%2Btofu%3AEpVuI9_hNoU%253D&device=desktop&engine=google_images&gl=us&google_domain=google.com&hl=en&location=United+States&q=Vegan+pad+thai+recipes',
   'thumbnail': 'https://serpapi.com/searches/647fff28b7b1ccd51d11a01d/images/a55ec478bf73d4bcc2fb5b01f1529f2be19daee44662280115fa006abc2bf75b.jpeg'}],
 'images_results': [{'position': 1,
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   'source': 'Nifty Recipes',
   'title': 'Easy Vegan Pad Thai from Tasty - recipe on Niftyrecipe.com',
   'link': 'https://niftyrecipe.com/video/1616/easy-vegan-pad-thai',
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   'source': 'Detoxinista',
   'title': 'Best Ever Vegan Pad Thai - Detoxinista',
   'link': 'https://detoxinista.com/vegan-pad-thai/',
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   'source': 'Mom Always Finds Out',
   'title': 'Recipe} Vegetarian Pad Thai in Less than 15 Minutes - Mom Always Finds Out',
   'link': 'https://www.momalwaysfindsout.com/quick-pad-thai-recipe/',
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   'title': 'Colorful Raw Vegan Pad Thai Salad – Nutriciously',
   'link': 'https://nutriciously.com/raw-vegan-pad-thai-recipe/',
   'tag': 'Recipe',
   'original': 'https://nutriciously.com/wp-content/uploads/Raw-Vegan-Pad-Thai-by-Nutriciously-3-735x1102.jpg',
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   'source': 'Jessica in the Kitchen',
   'title': 'Easy Vegan Pad Thai | Jessica in the Kitchen',
   'link': 'https://jessicainthekitchen.com/vegan-pad-thai/',
   'original': 'https://jessicainthekitchen.com/wp-content/uploads/2022/08/Vegan-Pad-Thai0046.jpg',
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  {'position': 94,
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   'source': 'Feasting At Home',
   'title': 'Pad Thai (Video!) | Feasting at Home',
   'link': 'https://www.feastingathome.com/15-minute-pad-thai/',
   'original': 'https://www.feastingathome.com/wp-content/uploads/2016/04/easy-authentic-pad-thai-recipe-100-8.jpg',
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   'source': 'a Veg Taste from A to Z',
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   'tag': 'Recipe',
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   'source': 'Plant-Based on a Budget',
   'title': 'Vegan Vegetable Pad Thai - Plant-Based on a Budget',
   'link': 'https://plantbasedonabudget.com/avocado-basil-pad-thai/',
   'tag': 'Recipe',
   'original': 'https://plantbasedonabudget.com/wp-content/uploads/2014/05/Vegan-Avocado-Basil-Pad-Thai-Plant-Based-on-a-Budget-1-2.jpg',
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   'source': 'Full of Plants',
   'title': 'The Best Vegan Pad Thai - Full of Plants',
   'link': 'https://fullofplants.com/the-best-vegan-pad-thai/',
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   'source': "It's All Good Vegan",
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   'link': 'https://itsallgoodvegan.com/2020/02/19/creamy-pad-thai-noodles/',
   'tag': 'Recipe',
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   'original_width': 1638,
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   'is_product': True},
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   'serpapi_related_content_link': 'https://serpapi.com/search.json?engine=google_images_related_content&gl=us&hl=en&q=Vegan+pad+thai+recipes&related_content_id=Z0FiQk9qbFpFZ2hyYk1cIixcImZNQ0FIZk4tZkJCeXNN',
   'source': 'Veggiekins',
   'title': 'Vegan Pad Thai with Tofu (gluten free) (Gluten-Free) - Veggiekins Blog',
   'link': 'https://veggiekinsblog.com/2021/03/24/vegan-pad-thai-with-tofu/',
   'tag': 'Recipe',
   'original': 'https://veggiekinsblog.com/wp-content/uploads/2021/03/Vegan-Pad-Thai-with-Tofu-4-scaled.jpg',
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   'related_content_id': 'Y1R0T2JXekVMS1YtTk1cIixcIi1Va1JxelIyZDZlcU1N',
   'serpapi_related_content_link': 'https://serpapi.com/search.json?engine=google_images_related_content&gl=us&hl=en&q=Vegan+pad+thai+recipes&related_content_id=Y1R0T2JXekVMS1YtTk1cIixcIi1Va1JxelIyZDZlcU1N',
   'source': 'Zucker&Jagdwurst',
   'title': 'Vegan Pad Thai with “chicken“ - Zucker&Jagdwurst',
   'link': 'https://www.zuckerjagdwurst.com/en/recipes/vegan-pad-thai-with-chicken',
   'tag': 'Recipe',
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for r in results["images_results"][0:10]:
    display(r["title"], Image(url=r["thumbnail"]))

'Easy Tofu Pad Thai (Vegan) | Minimalist Baker Recipes'

'Rainbow Vegetarian Pad Thai with Peanuts and Basil Recipe - Pinch of Yum'

'Healthier vegan pad thai - Lazy Cat Kitchen'

'The Best Vegan Pad Thai - Full of Plants'

'Easy Vegan Pad Thai (Gluten-free) - Earth of Maria'

'Easy Vegan Pad Thai - My Darling Vegan'

'Easy Vegetarian Pad Thai - Pinch Me Good'

'30-Minute Vegan Pad Thai - A Weeknight Winner! - Vegan Huggs'

'Vegetarian Pad Thai - Easy Skillet Recipe - Ministry of Curry'

'Vegan pad thai - Lazy Cat Kitchen'

# You can create the tool to pass to an agent
serpapi_recipe_tool = Tool(
    name="",
    description="A Python shell. Use this to execute python commands. Input should be a valid python command. If you want to see the output of a value, you should print it out with `print(...)`.",
    func=search.run,
)

This doc should be corrected LangChain serpapi doc could be updated

search = GoogleSerperAPIWrapper(type="search")
results = search.results("Lion")

edamam