from dotenv import load_dotenv
lchain_tool
+ load_dotenv()
True
+= ChatOpenAI(temperature=0) llm
= load_tools(["llm-math"], llm=llm)
+ tools = initialize_agent(
+ agent
+ tools,
+ llm,=AgentType.CHAT_ZERO_SHOT_REACT_DESCRIPTION,
+ agent=True,
+ handle_parsing_errors=True,
+ verbose )
"What is the 3% of of 300 * 30?") agent(
+
+> 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'}
+= {
+ params "q": "Vegan pad thai recipes",
+ "location": "United States",
+ "hl": "en",
+ "gl": "us",
+ "api_key": os.environ["SERPAPI_API_KEY"],
+
+ }
+= GoogleSearch(params)
+ search = search.get_dict()
+ results = results["recipes_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()
++ +
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",
+
+ }= RecipeSerpAPIWrapper(params=params) search
= search.run("Vegan fried rice recipes")
+ vegan_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"],
+
+ }
+= GoogleSearch(params)
+ search = search.get_dict()
+ results 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'}],
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+ 'is_product': True},
+ {'position': 88,
+ 'thumbnail': 'https://encrypted-tbn0.gstatic.com/images?q=tbn:ANd9GcTmLLjuIxWgB0eAVv4CpMkufWKkwP0OLh95rw&usqp=CAU',
+ 'related_content_id': 'QV9Kcng3Um9lbjZuSU1cIixcIktXVVQzZkJzVnd5YzJN',
+ '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=QV9Kcng3Um9lbjZuSU1cIixcIktXVVQzZkJzVnd5YzJN',
+ 'source': 'Delish Knowledge',
+ 'title': '15-Minute Vegan Pad Thai - Delish Knowledge',
+ 'link': 'https://www.delishknowledge.com/15-minute-vegan-pad-thai/',
+ 'original': 'https://www.delishknowledge.com/wp-content/uploads/15-Minute-Vegan-Pad-Thai-Noodles2.jpeg',
+ 'original_width': 981,
+ 'original_height': 1471,
+ 'is_product': False},
+ {'position': 89,
+ 'thumbnail': 'https://encrypted-tbn0.gstatic.com/images?q=tbn:ANd9GcQQBFHo9kgwduVWWgXYbjwx8oHmzkRq4eFx_w&usqp=CAU',
+ 'related_content_id': 'eWtpUVJZUlMxSFlMS01cIixcIkVYSjJpMTJNTGxJVkpN',
+ '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=eWtpUVJZUlMxSFlMS01cIixcIkVYSjJpMTJNTGxJVkpN',
+ 'source': 'Nifty Recipes',
+ 'title': 'Easy Vegan Pad Thai from Tasty - recipe on Niftyrecipe.com',
+ 'link': 'https://niftyrecipe.com/video/1616/easy-vegan-pad-thai',
+ 'original': 'https://niftyrecipe.com/uploads/youtube/parse/gVXDvCI32N8.jpg',
+ 'original_width': 640,
+ 'original_height': 480,
+ 'is_product': False},
+ {'position': 90,
+ 'thumbnail': 'https://encrypted-tbn0.gstatic.com/images?q=tbn:ANd9GcQDNoodvmhaxXBanZUWokpcjFLd1lBmPi6N9g&usqp=CAU',
+ 'related_content_id': 'UTQyU1VUa0lVWU80Vk1cIixcIjlIajF4Rkw1LV91cHZN',
+ '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=UTQyU1VUa0lVWU80Vk1cIixcIjlIajF4Rkw1LV91cHZN',
+ 'source': 'Detoxinista',
+ 'title': 'Best Ever Vegan Pad Thai - Detoxinista',
+ 'link': 'https://detoxinista.com/vegan-pad-thai/',
+ 'original': 'https://detoxinista.com/wp-content/uploads/2021/01/vegan-pad-thai-recipe.jpg',
+ 'original_width': 1200,
+ 'original_height': 1513,
+ 'is_product': False},
+ {'position': 91,
+ 'thumbnail': 'https://encrypted-tbn0.gstatic.com/images?q=tbn:ANd9GcTVHfWG0FG8Dlr4vAkRFB2CJEN1EUPWqp5dWQ&usqp=CAU',
+ 'related_content_id': 'S3pfN3d3NlZib0t4Nk1cIixcIjBVRW1Sejl4ZUxXeHdN',
+ '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=S3pfN3d3NlZib0t4Nk1cIixcIjBVRW1Sejl4ZUxXeHdN',
+ '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/',
+ 'original': 'http://momalwaysfindsout.com/wp-content/uploads/2013/08/easy-vegetarian-pad-thai-recipe.jpg',
+ 'original_width': 526,
+ 'original_height': 416,
+ 'is_product': False},
+ {'position': 92,
+ 'thumbnail': 'https://encrypted-tbn0.gstatic.com/images?q=tbn:ANd9GcRhwBcrNUbTx9kzPKfcmWE0Ra7gapkAfRrcfw&usqp=CAU',
+ 'related_content_id': 'YS1RY05JbjBWUmVxTU1cIixcIm9kOFJZYkVBU0VoSTlN',
+ '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=YS1RY05JbjBWUmVxTU1cIixcIm9kOFJZYkVBU0VoSTlN',
+ 'source': 'Nutriciously',
+ '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',
+ 'original_width': 735,
+ 'original_height': 1102,
+ 'is_product': True},
+ {'position': 93,
+ 'thumbnail': 'https://encrypted-tbn0.gstatic.com/images?q=tbn:ANd9GcTE247S-7oA7iBXdWKaWSVW76NBNMj9G1zMMA&usqp=CAU',
+ 'related_content_id': 'YlAyMGt1UWN0N3VLeU1cIixcInl4LTljQm5yNHV5TWFN',
+ '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=YlAyMGt1UWN0N3VLeU1cIixcInl4LTljQm5yNHV5TWFN',
+ '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',
+ 'original_width': 1200,
+ 'original_height': 1800,
+ 'is_product': False},
+ {'position': 94,
+ 'thumbnail': 'https://encrypted-tbn0.gstatic.com/images?q=tbn:ANd9GcTEICg4TzsYnpMi-FDoDIIiTxIEYlkJotNZJw&usqp=CAU',
+ 'related_content_id': 'Z2ZwSUIzMHNhelRlNU1cIixcIkJTaldiRDBqMnU0MWlN',
+ '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=Z2ZwSUIzMHNhelRlNU1cIixcIkJTaldiRDBqMnU0MWlN',
+ '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',
+ 'original_width': 750,
+ 'original_height': 1125,
+ 'is_product': False},
+ {'position': 95,
+ 'thumbnail': 'https://encrypted-tbn0.gstatic.com/images?q=tbn:ANd9GcRRaL2_fWqKRkIvDq4dn5kZqexIjDD5rIpb-Q&usqp=CAU',
+ 'related_content_id': 'aHgxT2JLVE1kMVliNk1cIixcIlNEUzJRZjdyVTkxU1FN',
+ '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=aHgxT2JLVE1kMVliNk1cIixcIlNEUzJRZjdyVTkxU1FN',
+ 'source': 'a Veg Taste from A to Z',
+ 'title': 'Vegan Pad Thai with Cashews -',
+ 'link': 'https://avegtastefromatoz.com/vegan-pad-thai-cashews/',
+ 'tag': 'Recipe',
+ 'original': 'https://avegtastefromatoz.com/wp-content/uploads/2020/09/pad-thai-5.jpg',
+ 'original_width': 2048,
+ 'original_height': 2048,
+ 'is_product': True},
+ {'position': 96,
+ 'thumbnail': 'https://encrypted-tbn0.gstatic.com/images?q=tbn:ANd9GcQSQmbOr5bqa0rC0nX95VxH-6RasxkuymwUMg&usqp=CAU',
+ 'related_content_id': 'Q1dpaG83YTJNS0V2M01cIixcIkctdzFabWdrRE5OTGZN',
+ '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=Q1dpaG83YTJNS0V2M01cIixcIkctdzFabWdrRE5OTGZN',
+ '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',
+ 'original_width': 1200,
+ 'original_height': 1200,
+ 'is_product': True},
+ {'position': 97,
+ 'thumbnail': 'https://encrypted-tbn0.gstatic.com/images?q=tbn:ANd9GcQOF76mQo9LZPzWv_vzVAz-od1L271ioKWNVA&usqp=CAU',
+ 'related_content_id': 'Ri1IOHk0VkhoVmZxT01cIixcIk9jS3J6azl3RWFQTjNN',
+ '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=Ri1IOHk0VkhoVmZxT01cIixcIk9jS3J6azl3RWFQTjNN',
+ 'source': 'Full of Plants',
+ 'title': 'The Best Vegan Pad Thai - Full of Plants',
+ 'link': 'https://fullofplants.com/the-best-vegan-pad-thai/',
+ 'original': 'https://fullofplants.com/wp-content/uploads/2022/02/easy-vegan-pad-thai-noodle-dish-with-bean-sprouts-10-1400x2100.jpg',
+ 'original_width': 1400,
+ 'original_height': 2100,
+ 'is_product': False},
+ {'position': 98,
+ 'thumbnail': 'https://encrypted-tbn0.gstatic.com/images?q=tbn:ANd9GcS-8yozAbc9Gpm97m_vt6sgcJ3mpTliabYGMQ&usqp=CAU',
+ 'related_content_id': 'bWtmOFRzYU5PSmlaSE1cIixcIkhsaC11Z195bUp2MmlN',
+ '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=bWtmOFRzYU5PSmlaSE1cIixcIkhsaC11Z195bUp2MmlN',
+ 'source': "It's All Good Vegan",
+ 'title': "Creamy Pad Thai Noodles - It's All Good Vegan",
+ 'link': 'https://itsallgoodvegan.com/2020/02/19/creamy-pad-thai-noodles/',
+ 'tag': 'Recipe',
+ 'original': 'https://itsallgoodvegan.com/wp-content/uploads/2020/02/img_2841.jpg',
+ 'original_width': 1638,
+ 'original_height': 2048,
+ 'is_product': True},
+ {'position': 99,
+ 'thumbnail': 'https://encrypted-tbn0.gstatic.com/images?q=tbn:ANd9GcSa2HSMw-ypurNqm48DPPpuKZOFbmDO65klnA&usqp=CAU',
+ 'related_content_id': 'Z0FiQk9qbFpFZ2hyYk1cIixcImZNQ0FIZk4tZkJCeXNN',
+ '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',
+ 'original_width': 1708,
+ 'original_height': 2560,
+ 'is_product': True},
+ {'position': 100,
+ 'thumbnail': 'https://encrypted-tbn0.gstatic.com/images?q=tbn:ANd9GcQEZmnz4duD3odLwVNqQ_OfHJ1zPNaofthtXw&usqp=CAU',
+ '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',
+ 'original': 'https://assets.zuckerjagdwurst.com/q9pjl6288ajpcx8s994gccncy1i1/1110/740/65/true/center/R435+Veganes+Pad+Thai+mit+%E2%80%9EHu%CC%88hnchen%E2%80%9C39.jpg?animated=false',
+ 'original_width': 1110,
+ 'original_height': 740,
+ 'is_product': True}]}
+for r in results["images_results"][0:10]:
+"title"], Image(url=r["thumbnail"])) display(r[
'Easy Tofu Pad Thai (Vegan) | Minimalist Baker Recipes'
+![](https://serpapi.com/searches/647fff28b7b1ccd51d11a01d/images/6f34b4708ae4dd36a28ca4ca4a3abf6af168f575eef7bd2e8f81a12e175fcf53.jpeg)
'Rainbow Vegetarian Pad Thai with Peanuts and Basil Recipe - Pinch of Yum'
+![](https://serpapi.com/searches/647fff28b7b1ccd51d11a01d/images/6f34b4708ae4dd36dee6fed89369c822a79ad529f726d1a65fdd09459c0a0b6a.jpeg)
'Healthier vegan pad thai - Lazy Cat Kitchen'
+![](https://serpapi.com/searches/647fff28b7b1ccd51d11a01d/images/6f34b4708ae4dd3695828a207980e4280bb4e14cdccb84ebf5350f19237416f8.jpeg)
'The Best Vegan Pad Thai - Full of Plants'
+![](https://serpapi.com/searches/647fff28b7b1ccd51d11a01d/images/6f34b4708ae4dd36885ca51553e15b434e41039ef307ecbb4869522eeeefcfa5.jpeg)
'Easy Vegan Pad Thai (Gluten-free) - Earth of Maria'
+![](https://serpapi.com/searches/647fff28b7b1ccd51d11a01d/images/6f34b4708ae4dd36a554bfded8055a9df50470d25fe62e19b9de5f16e262497f.jpeg)
'Easy Vegan Pad Thai - My Darling Vegan'
+![](https://serpapi.com/searches/647fff28b7b1ccd51d11a01d/images/6f34b4708ae4dd36f9a1c02c421efe07d8d147f542087ff245f0933ec60896cd.jpeg)
'Easy Vegetarian Pad Thai - Pinch Me Good'
+![](https://serpapi.com/searches/647fff28b7b1ccd51d11a01d/images/6f34b4708ae4dd36a75a0136dd1f95918c9bb1ded2f17e5c31f13d3708cc723f.jpeg)
'30-Minute Vegan Pad Thai - A Weeknight Winner! - Vegan Huggs'
+![](https://serpapi.com/searches/647fff28b7b1ccd51d11a01d/images/6f34b4708ae4dd36cdf1d570098da37da75a20a5a2ed59916c3cc1ac656f5b45.jpeg)
'Vegetarian Pad Thai - Easy Skillet Recipe - Ministry of Curry'
+![](https://serpapi.com/searches/647fff28b7b1ccd51d11a01d/images/6f34b4708ae4dd364677ba205872944cc9932a27c40873a1e3f4424ca6219c9b.jpeg)
'Vegan pad thai - Lazy Cat Kitchen'
+![](https://serpapi.com/searches/647fff28b7b1ccd51d11a01d/images/6f34b4708ae4dd3600f3b428f18999842a7c3ddc41991cd1d626950bd108397d.jpeg)
# You can create the tool to pass to an agent
+= Tool(
+ serpapi_recipe_tool ="",
+ name="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(...)`.",
+ description=search.run,
+ func )
This doc should be corrected LangChain serpapi doc could be updated
+= GoogleSerperAPIWrapper(type="search")
+ search = search.results("Lion") results