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Evan Lesmez

nbdevify the project

adaea7c about 1 year ago

132 kB

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	Exploring Langchain Tool capabilities
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	<!-- WARNING: THIS FILE WAS AUTOGENERATED! DO NOT EDIT! -->
	<div class="cell">
	<div class="sourceCode cell-code" id="cb1"><pre class="sourceCode python code-with-copy"><code class="sourceCode python"><span id="cb1-1"><a href="#cb1-1" aria-hidden="true" tabindex="-1"></a><span class="im">from</span> dotenv <span class="im">import</span> load_dotenv</span></code><button title="Copy to Clipboard" class="code-copy-button"><i class="bi"></i></button></pre></div>
	</div>
	<div class="cell">
	<div class="sourceCode cell-code" id="cb2"><pre class="sourceCode python code-with-copy"><code class="sourceCode python"><span id="cb2-1"><a href="#cb2-1" aria-hidden="true" tabindex="-1"></a>load_dotenv()</span></code><button title="Copy to Clipboard" class="code-copy-button"><i class="bi"></i></button></pre></div>
	<div class="cell-output cell-output-display">
	<pre><code>True</code></pre>
	</div>
	</div>
	<div class="cell">
	<div class="sourceCode cell-code" id="cb4"><pre class="sourceCode python code-with-copy"><code class="sourceCode python"><span id="cb4-1"><a href="#cb4-1" aria-hidden="true" tabindex="-1"></a>llm <span class="op">=</span> ChatOpenAI(temperature<span class="op">=</span><span class="dv">0</span>)</span></code><button title="Copy to Clipboard" class="code-copy-button"><i class="bi"></i></button></pre></div>
	</div>
	<div class="cell">
	<div class="sourceCode cell-code" id="cb5"><pre class="sourceCode python code-with-copy"><code class="sourceCode python"><span id="cb5-1"><a href="#cb5-1" aria-hidden="true" tabindex="-1"></a>tools <span class="op">=</span> load_tools([<span class="st">"llm-math"</span>], llm<span class="op">=</span>llm)</span>
	<span id="cb5-2"><a href="#cb5-2" aria-hidden="true" tabindex="-1"></a>agent <span class="op">=</span> initialize_agent(</span>
	<span id="cb5-3"><a href="#cb5-3" aria-hidden="true" tabindex="-1"></a> tools,</span>
	<span id="cb5-4"><a href="#cb5-4" aria-hidden="true" tabindex="-1"></a> llm,</span>
	<span id="cb5-5"><a href="#cb5-5" aria-hidden="true" tabindex="-1"></a> agent<span class="op">=</span>AgentType.CHAT_ZERO_SHOT_REACT_DESCRIPTION,</span>
	<span id="cb5-6"><a href="#cb5-6" aria-hidden="true" tabindex="-1"></a> handle_parsing_errors<span class="op">=</span><span class="va">True</span>,</span>
	<span id="cb5-7"><a href="#cb5-7" aria-hidden="true" tabindex="-1"></a> verbose<span class="op">=</span><span class="va">True</span>,</span>
	<span id="cb5-8"><a href="#cb5-8" aria-hidden="true" tabindex="-1"></a>)</span></code><button title="Copy to Clipboard" class="code-copy-button"><i class="bi"></i></button></pre></div>
	</div>
	<div class="cell">
	<div class="sourceCode cell-code" id="cb6"><pre class="sourceCode python code-with-copy"><code class="sourceCode python"><span id="cb6-1"><a href="#cb6-1" aria-hidden="true" tabindex="-1"></a>agent(<span class="st">"What is the 3</span><span class="sc">% o</span><span class="st">f of 300 * 30?"</span>)</span></code><button title="Copy to Clipboard" class="code-copy-button"><i class="bi"></i></button></pre></div>
	<div class="cell-output cell-output-stdout">
	<pre><code>

	> 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.</code></pre>
	</div>
	<div class="cell-output cell-output-display">
	<pre><code>{'input': 'What is the 3% of of 300 * 30?', 'output': '270.0'}</code></pre>
	</div>
	</div>
	<p><a href="https://python.langchain.com/en/latest/modules/agents/tools/examples/google_serper.html#searching-for-google-images">SerpAPI Google Images</a></p>
	<div class="cell">
	<div class="sourceCode cell-code" id="cb9"><pre class="sourceCode python code-with-copy"><code class="sourceCode python"><span id="cb9-1"><a href="#cb9-1" aria-hidden="true" tabindex="-1"></a>params <span class="op">=</span> {</span>
	<span id="cb9-2"><a href="#cb9-2" aria-hidden="true" tabindex="-1"></a> <span class="st">"q"</span>: <span class="st">"Vegan pad thai recipes"</span>,</span>
	<span id="cb9-3"><a href="#cb9-3" aria-hidden="true" tabindex="-1"></a> <span class="st">"location"</span>: <span class="st">"United States"</span>,</span>
	<span id="cb9-4"><a href="#cb9-4" aria-hidden="true" tabindex="-1"></a> <span class="st">"hl"</span>: <span class="st">"en"</span>,</span>
	<span id="cb9-5"><a href="#cb9-5" aria-hidden="true" tabindex="-1"></a> <span class="st">"gl"</span>: <span class="st">"us"</span>,</span>
	<span id="cb9-6"><a href="#cb9-6" aria-hidden="true" tabindex="-1"></a> <span class="st">"api_key"</span>: os.environ[<span class="st">"SERPAPI_API_KEY"</span>],</span>
	<span id="cb9-7"><a href="#cb9-7" aria-hidden="true" tabindex="-1"></a>}</span>
	<span id="cb9-8"><a href="#cb9-8" aria-hidden="true" tabindex="-1"></a></span>
	<span id="cb9-9"><a href="#cb9-9" aria-hidden="true" tabindex="-1"></a>search <span class="op">=</span> GoogleSearch(params)</span>
	<span id="cb9-10"><a href="#cb9-10" aria-hidden="true" tabindex="-1"></a>results <span class="op">=</span> search.get_dict()</span>
	<span id="cb9-11"><a href="#cb9-11" aria-hidden="true" tabindex="-1"></a>recipes_results <span class="op">=</span> results[<span class="st">"recipes_results"</span>]</span>
	<span id="cb9-12"><a href="#cb9-12" aria-hidden="true" tabindex="-1"></a>recipes_results</span></code><button title="Copy to Clipboard" class="code-copy-button"><i class="bi"></i></button></pre></div>
	<div class="cell-output cell-output-display">
	<pre><code>[{'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']}]</code></pre>
	</div>
	</div>
	<hr>
	<section id="serpapiwrapper" class="level3">
	<h3 class="anchored" data-anchor-id="serpapiwrapper">SerpAPIWrapper</h3>
	<blockquote class="blockquote">
	<pre><code> 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)</code></pre>
	</blockquote>
	<p>Wrapper around SerpAPI.</p>
	<p>To use, you should have the <code>google-search-results</code> python package installed, and the environment variable <code>SERPAPI_API_KEY</code> set with your API key, or pass <code>serpapi_api_key</code> as a named parameter to the constructor.</p>
	<p>Example: .. code-block:: python</p>
	<pre><code> from langchain import SerpAPIWrapper
	serpapi = SerpAPIWrapper()</code></pre>
	<hr>
	<p><a href="https://github.com/animalequality/lv-recipe-chatbot/blob/main/lv_recipe_chatbot/lchain_tool.py#L18" target="_blank" style="float:right; font-size:smaller">source</a></p>
	</section>
	<section id="recipeserpapiwrapper" class="level3">
	<h3 class="anchored" data-anchor-id="recipeserpapiwrapper">RecipeSerpAPIWrapper</h3>
	<blockquote class="blockquote">
	<pre><code> 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)</code></pre>
	</blockquote>
	<p>Wrapper around SerpAPI.</p>
	<p>To use, you should have the <code>google-search-results</code> python package installed, and the environment variable <code>SERPAPI_API_KEY</code> set with your API key, or pass <code>serpapi_api_key</code> as a named parameter to the constructor.</p>
	<p>Example: .. code-block:: python</p>
	<pre><code> from langchain import SerpAPIWrapper
	serpapi = SerpAPIWrapper()</code></pre>
	<div class="cell">
	<div class="sourceCode cell-code" id="cb15"><pre class="sourceCode python code-with-copy"><code class="sourceCode python"><span id="cb15-1"><a href="#cb15-1" aria-hidden="true" tabindex="-1"></a>params <span class="op">=</span> {</span>
	<span id="cb15-2"><a href="#cb15-2" aria-hidden="true" tabindex="-1"></a> <span class="st">"location"</span>: <span class="st">"United States"</span>,</span>
	<span id="cb15-3"><a href="#cb15-3" aria-hidden="true" tabindex="-1"></a> <span class="st">"hl"</span>: <span class="st">"en"</span>,</span>
	<span id="cb15-4"><a href="#cb15-4" aria-hidden="true" tabindex="-1"></a> <span class="st">"gl"</span>: <span class="st">"us"</span>,</span>
	<span id="cb15-5"><a href="#cb15-5" aria-hidden="true" tabindex="-1"></a>}</span>
	<span id="cb15-6"><a href="#cb15-6" aria-hidden="true" tabindex="-1"></a>search <span class="op">=</span> RecipeSerpAPIWrapper(params<span class="op">=</span>params)</span></code><button title="Copy to Clipboard" class="code-copy-button"><i class="bi"></i></button></pre></div>
	</div>
	<div class="cell">
	<div class="sourceCode cell-code" id="cb16"><pre class="sourceCode python code-with-copy"><code class="sourceCode python"><span id="cb16-1"><a href="#cb16-1" aria-hidden="true" tabindex="-1"></a>vegan_recipes <span class="op">=</span> search.run(<span class="st">"Vegan fried rice recipes"</span>)</span>
	<span id="cb16-2"><a href="#cb16-2" aria-hidden="true" tabindex="-1"></a>vegan_recipes</span></code><button title="Copy to Clipboard" class="code-copy-button"><i class="bi"></i></button></pre></div>
	<div class="cell-output cell-output-display">
	<pre><code>[{'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']}]</code></pre>
	</div>
	</div>
	<div class="cell">
	<div class="sourceCode cell-code" id="cb18"><pre class="sourceCode python code-with-copy"><code class="sourceCode python"><span id="cb18-1"><a href="#cb18-1" aria-hidden="true" tabindex="-1"></a>params <span class="op">=</span> {</span>
	<span id="cb18-2"><a href="#cb18-2" aria-hidden="true" tabindex="-1"></a> <span class="st">"engine"</span>: <span class="st">"google_images"</span>,</span>
	<span id="cb18-3"><a href="#cb18-3" aria-hidden="true" tabindex="-1"></a> <span class="st">"q"</span>: <span class="st">"Vegan pad thai recipes"</span>,</span>
	<span id="cb18-4"><a href="#cb18-4" aria-hidden="true" tabindex="-1"></a> <span class="st">"location"</span>: <span class="st">"United States"</span>,</span>
	<span id="cb18-5"><a href="#cb18-5" aria-hidden="true" tabindex="-1"></a> <span class="st">"api_key"</span>: os.environ[<span class="st">"SERPAPI_API_KEY"</span>],</span>
	<span id="cb18-6"><a href="#cb18-6" aria-hidden="true" tabindex="-1"></a>}</span>
	<span id="cb18-7"><a href="#cb18-7" aria-hidden="true" tabindex="-1"></a></span>
	<span id="cb18-8"><a href="#cb18-8" aria-hidden="true" tabindex="-1"></a>search <span class="op">=</span> GoogleSearch(params)</span>
	<span id="cb18-9"><a href="#cb18-9" aria-hidden="true" tabindex="-1"></a>results <span class="op">=</span> search.get_dict()</span>
	<span id="cb18-10"><a href="#cb18-10" aria-hidden="true" tabindex="-1"></a>results</span></code><button title="Copy to Clipboard" class="code-copy-button"><i class="bi"></i></button></pre></div>
	<div class="cell-output cell-output-display">
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	'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'},
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	'title': 'Maps',
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	'title': 'Books',
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	{'position': 7,
	'title': 'News',
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	'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'},
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	'title': 'Finance',
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	'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',
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	{'name': 'tofu',
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	{'name': 'food network',
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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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	'original_height': 1800,
	'is_product': False},
	{'position': 94,
	'thumbnail': 'https://encrypted-tbn0.gstatic.com/images?q=tbn:ANd9GcTEICg4TzsYnpMi-FDoDIIiTxIEYlkJotNZJw&usqp=CAU',
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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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	'original_height': 1125,
	'is_product': False},
	{'position': 95,
	'thumbnail': 'https://encrypted-tbn0.gstatic.com/images?q=tbn:ANd9GcRRaL2_fWqKRkIvDq4dn5kZqexIjDD5rIpb-Q&usqp=CAU',
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	'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',
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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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	'original_height': 1200,
	'is_product': True},
	{'position': 97,
	'thumbnail': 'https://encrypted-tbn0.gstatic.com/images?q=tbn:ANd9GcQOF76mQo9LZPzWv_vzVAz-od1L271ioKWNVA&usqp=CAU',
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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=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}]}</code></pre>
	</div>
	</div>
	<div class="cell">
	<div class="sourceCode cell-code" id="cb20"><pre class="sourceCode python code-with-copy"><code class="sourceCode python"><span id="cb20-1"><a href="#cb20-1" aria-hidden="true" tabindex="-1"></a><span class="cf">for</span> r <span class="kw">in</span> results[<span class="st">"images_results"</span>][<span class="dv">0</span>:<span class="dv">10</span>]:</span>
	<span id="cb20-2"><a href="#cb20-2" aria-hidden="true" tabindex="-1"></a> display(r[<span class="st">"title"</span>], Image(url<span class="op">=</span>r[<span class="st">"thumbnail"</span>]))</span></code><button title="Copy to Clipboard" class="code-copy-button"><i class="bi"></i></button></pre></div>
	<div class="cell-output cell-output-display">
	<pre><code>'Easy Tofu Pad Thai (Vegan) \| Minimalist Baker Recipes'</code></pre>
	</div>
	<div class="cell-output cell-output-display">
	<img src="https://serpapi.com/searches/647fff28b7b1ccd51d11a01d/images/6f34b4708ae4dd36a28ca4ca4a3abf6af168f575eef7bd2e8f81a12e175fcf53.jpeg">
	</div>
	<div class="cell-output cell-output-display">
	<pre><code>'Rainbow Vegetarian Pad Thai with Peanuts and Basil Recipe - Pinch of Yum'</code></pre>
	</div>
	<div class="cell-output cell-output-display">
	<img src="https://serpapi.com/searches/647fff28b7b1ccd51d11a01d/images/6f34b4708ae4dd36dee6fed89369c822a79ad529f726d1a65fdd09459c0a0b6a.jpeg">
	</div>
	<div class="cell-output cell-output-display">
	<pre><code>'Healthier vegan pad thai - Lazy Cat Kitchen'</code></pre>
	</div>
	<div class="cell-output cell-output-display">
	<img src="https://serpapi.com/searches/647fff28b7b1ccd51d11a01d/images/6f34b4708ae4dd3695828a207980e4280bb4e14cdccb84ebf5350f19237416f8.jpeg">
	</div>
	<div class="cell-output cell-output-display">
	<pre><code>'The Best Vegan Pad Thai - Full of Plants'</code></pre>
	</div>
	<div class="cell-output cell-output-display">
	<img src="https://serpapi.com/searches/647fff28b7b1ccd51d11a01d/images/6f34b4708ae4dd36885ca51553e15b434e41039ef307ecbb4869522eeeefcfa5.jpeg">
	</div>
	<div class="cell-output cell-output-display">
	<pre><code>'Easy Vegan Pad Thai (Gluten-free) - Earth of Maria'</code></pre>
	</div>
	<div class="cell-output cell-output-display">
	<img src="https://serpapi.com/searches/647fff28b7b1ccd51d11a01d/images/6f34b4708ae4dd36a554bfded8055a9df50470d25fe62e19b9de5f16e262497f.jpeg">
	</div>
	<div class="cell-output cell-output-display">
	<pre><code>'Easy Vegan Pad Thai - My Darling Vegan'</code></pre>
	</div>
	<div class="cell-output cell-output-display">
	<img src="https://serpapi.com/searches/647fff28b7b1ccd51d11a01d/images/6f34b4708ae4dd36f9a1c02c421efe07d8d147f542087ff245f0933ec60896cd.jpeg">
	</div>
	<div class="cell-output cell-output-display">
	<pre><code>'Easy Vegetarian Pad Thai - Pinch Me Good'</code></pre>
	</div>
	<div class="cell-output cell-output-display">
	<img src="https://serpapi.com/searches/647fff28b7b1ccd51d11a01d/images/6f34b4708ae4dd36a75a0136dd1f95918c9bb1ded2f17e5c31f13d3708cc723f.jpeg">
	</div>
	<div class="cell-output cell-output-display">
	<pre><code>'30-Minute Vegan Pad Thai - A Weeknight Winner! - Vegan Huggs'</code></pre>
	</div>
	<div class="cell-output cell-output-display">
	<img src="https://serpapi.com/searches/647fff28b7b1ccd51d11a01d/images/6f34b4708ae4dd36cdf1d570098da37da75a20a5a2ed59916c3cc1ac656f5b45.jpeg">
	</div>
	<div class="cell-output cell-output-display">
	<pre><code>'Vegetarian Pad Thai - Easy Skillet Recipe - Ministry of Curry'</code></pre>
	</div>
	<div class="cell-output cell-output-display">
	<img src="https://serpapi.com/searches/647fff28b7b1ccd51d11a01d/images/6f34b4708ae4dd364677ba205872944cc9932a27c40873a1e3f4424ca6219c9b.jpeg">
	</div>
	<div class="cell-output cell-output-display">
	<pre><code>'Vegan pad thai - Lazy Cat Kitchen'</code></pre>
	</div>
	<div class="cell-output cell-output-display">
	<img src="https://serpapi.com/searches/647fff28b7b1ccd51d11a01d/images/6f34b4708ae4dd3600f3b428f18999842a7c3ddc41991cd1d626950bd108397d.jpeg">
	</div>
	</div>
	<div class="cell">
	<div class="sourceCode cell-code" id="cb31"><pre class="sourceCode python code-with-copy"><code class="sourceCode python"><span id="cb31-1"><a href="#cb31-1" aria-hidden="true" tabindex="-1"></a><span class="co"># You can create the tool to pass to an agent</span></span>
	<span id="cb31-2"><a href="#cb31-2" aria-hidden="true" tabindex="-1"></a>serpapi_recipe_tool <span class="op">=</span> Tool(</span>
	<span id="cb31-3"><a href="#cb31-3" aria-hidden="true" tabindex="-1"></a> name<span class="op">=</span><span class="st">""</span>,</span>
	<span id="cb31-4"><a href="#cb31-4" aria-hidden="true" tabindex="-1"></a> description<span class="op">=</span><span class="st">"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(...)`."</span>,</span>
	<span id="cb31-5"><a href="#cb31-5" aria-hidden="true" tabindex="-1"></a> func<span class="op">=</span>search.run,</span>
	<span id="cb31-6"><a href="#cb31-6" aria-hidden="true" tabindex="-1"></a>)</span></code><button title="Copy to Clipboard" class="code-copy-button"><i class="bi"></i></button></pre></div>
	</div>
	<p>This doc should be corrected <a href="https://python.langchain.com/en/latest/modules/agents/tools/examples/serpapi.html">LangChain serpapi doc could be updated</a></p>
	<div class="cell">
	<div class="sourceCode cell-code" id="cb32"><pre class="sourceCode python code-with-copy"><code class="sourceCode python"><span id="cb32-1"><a href="#cb32-1" aria-hidden="true" tabindex="-1"></a>search <span class="op">=</span> GoogleSerperAPIWrapper(<span class="bu">type</span><span class="op">=</span><span class="st">"search"</span>)</span>
	<span id="cb32-2"><a href="#cb32-2" aria-hidden="true" tabindex="-1"></a>results <span class="op">=</span> search.results(<span class="st">"Lion"</span>)</span></code><button title="Copy to Clipboard" class="code-copy-button"><i class="bi"></i></button></pre></div>
	</div>
	<p><a href="https://www.edamam.com/">edamam</a></p>


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