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+{
+ "cells": [
+ {
+ "cell_type": "raw",
+ "metadata": {},
+ "source": [
+ "---\n",
+ "description: Exploring Langchain Tool capabilities\n",
+ "output-file: lchain_tool.html\n",
+ "title: lchain_tool\n",
+ "\n",
+ "---\n",
+ "\n"
+ ]
+ },
+ {
+ "cell_type": "markdown",
+ "metadata": {},
+ "source": [
+ ""
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": null,
+ "metadata": {
+ "language": "python"
+ },
+ "outputs": [],
+ "source": [
+ "from dotenv import load_dotenv"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": null,
+ "metadata": {
+ "language": "python"
+ },
+ "outputs": [
+ {
+ "data": {
+ "text/plain": [
+ "True"
+ ]
+ },
+ "execution_count": null,
+ "metadata": {},
+ "output_type": "execute_result"
+ }
+ ],
+ "source": [
+ "load_dotenv()"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": null,
+ "metadata": {
+ "language": "python"
+ },
+ "outputs": [],
+ "source": [
+ "llm = ChatOpenAI(temperature=0)"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": null,
+ "metadata": {
+ "language": "python"
+ },
+ "outputs": [],
+ "source": [
+ "tools = load_tools([\"llm-math\"], llm=llm)\n",
+ "agent = initialize_agent(\n",
+ " tools,\n",
+ " llm,\n",
+ " agent=AgentType.CHAT_ZERO_SHOT_REACT_DESCRIPTION,\n",
+ " handle_parsing_errors=True,\n",
+ " verbose=True,\n",
+ ")"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": null,
+ "metadata": {
+ "language": "python"
+ },
+ "outputs": [
+ {
+ "name": "stdout",
+ "output_type": "stream",
+ "text": [
+ "\n",
+ "\n",
+ "> Entering new AgentExecutor chain...\n",
+ "We can calculate this using the Calculator tool.\n",
+ "\n",
+ "Action:\n",
+ "```\n",
+ "{\n",
+ " \"action\": \"Calculator\",\n",
+ " \"action_input\": \"0.03 * 300 * 30\"\n",
+ "}\n",
+ "```\n",
+ "\n",
+ "\n",
+ "Observation: Answer: 270.0\n",
+ "Thought:Could not parse LLM output: This is the correct answer to the question.\n",
+ "Observation: Invalid or incomplete response\n",
+ "Thought:Let me try the same action again.\n",
+ "\n",
+ "Action:\n",
+ "```\n",
+ "{\n",
+ " \"action\": \"Calculator\",\n",
+ " \"action_input\": \"0.03 * 300 * 30\"\n",
+ "}\n",
+ "```\n",
+ "\n",
+ "\n",
+ "Observation: Answer: 270.0\n",
+ "Thought:Could not parse LLM output: The tool gave the same answer, so I can be confident that it is correct.\n",
+ "\n",
+ "Observation: Invalid or incomplete response\n",
+ "Thought:There seems to be an issue with the LLM response. Let me try a different way to calculate the answer.\n",
+ "\n",
+ "Action:\n",
+ "```\n",
+ "{\n",
+ " \"action\": \"Calculator\",\n",
+ " \"action_input\": \"300 * 30 * 0.03\"\n",
+ "}\n",
+ "```\n",
+ "\n",
+ "\n",
+ "Observation: Answer: 270.0\n",
+ "Thought:I have successfully calculated the answer to the question using the calculator tool.\n",
+ "\n",
+ "Final Answer: 270.0\n",
+ "\n",
+ "> Finished chain.\n"
+ ]
+ },
+ {
+ "data": {
+ "text/plain": [
+ "{'input': 'What is the 3% of of 300 * 30?', 'output': '270.0'}"
+ ]
+ },
+ "execution_count": null,
+ "metadata": {},
+ "output_type": "execute_result"
+ }
+ ],
+ "source": [
+ "agent(\"What is the 3% of of 300 * 30?\")"
+ ]
+ },
+ {
+ "cell_type": "markdown",
+ "metadata": {},
+ "source": [
+ "[SerpAPI Google Images](https://python.langchain.com/en/latest/modules/agents/tools/examples/google_serper.html#searching-for-google-images)"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": null,
+ "metadata": {
+ "language": "python"
+ },
+ "outputs": [
+ {
+ "data": {
+ "text/plain": [
+ "[{'title': 'Easy Tofu Pad Thai',\n",
+ " 'link': 'https://minimalistbaker.com/easy-tofu-pad-thai/',\n",
+ " 'source': 'Minimalist Baker',\n",
+ " 'rating': 4.9,\n",
+ " 'reviews': 117,\n",
+ " 'total_time': '30 min',\n",
+ " 'ingredients': ['Pad thai rice',\n",
+ " 'peanut sauce',\n",
+ " 'thai red',\n",
+ " 'soy sauce',\n",
+ " 'bean sprouts']},\n",
+ " {'title': 'Vegan Pad Thai',\n",
+ " 'link': 'https://www.noracooks.com/vegan-pad-thai/',\n",
+ " 'source': 'Nora Cooks',\n",
+ " 'rating': 5.0,\n",
+ " 'reviews': 53,\n",
+ " 'total_time': '30 min',\n",
+ " 'ingredients': ['Stir fry rice',\n",
+ " 'mung bean sprouts',\n",
+ " 'soy sauce',\n",
+ " 'maple syrup',\n",
+ " 'sriracha hot sauce']},\n",
+ " {'title': 'Vegan Pad Thai',\n",
+ " 'link': 'https://www.pickuplimes.com/recipe/speedy-vegan-pad-thai-116',\n",
+ " 'source': 'Pick Up Limes',\n",
+ " 'rating': 5.0,\n",
+ " 'reviews': 34,\n",
+ " 'total_time': '30 min',\n",
+ " 'ingredients': ['Brown rice noodles',\n",
+ " 'red hot',\n",
+ " 'soy sauce',\n",
+ " 'bean sprouts',\n",
+ " 'sriracha hot sauce']}]"
+ ]
+ },
+ "execution_count": null,
+ "metadata": {},
+ "output_type": "execute_result"
+ }
+ ],
+ "source": [
+ "params = {\n",
+ " \"q\": \"Vegan pad thai recipes\",\n",
+ " \"location\": \"United States\",\n",
+ " \"hl\": \"en\",\n",
+ " \"gl\": \"us\",\n",
+ " \"api_key\": os.environ[\"SERPAPI_API_KEY\"],\n",
+ "}\n",
+ "\n",
+ "search = GoogleSearch(params)\n",
+ "results = search.get_dict()\n",
+ "recipes_results = results[\"recipes_results\"]\n",
+ "recipes_results"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 1,
+ "metadata": {
+ "language": "python"
+ },
+ "outputs": [
+ {
+ "data": {
+ "text/markdown": [
+ "---\n",
+ "\n",
+ "### SerpAPIWrapper\n",
+ "\n",
+ "> SerpAPIWrapper (search_engine:Any=None, params:dict={'engine': 'google',\n",
+ "> 'google_domain': 'google.com', 'gl': 'us', 'hl': 'en'},\n",
+ "> serpapi_api_key:Optional[str]=None,\n",
+ "> aiosession:Optional[aiohttp.client.ClientSession]=None)\n",
+ "\n",
+ "Wrapper around SerpAPI.\n",
+ "\n",
+ "To use, you should have the ``google-search-results`` python package installed,\n",
+ "and the environment variable ``SERPAPI_API_KEY`` set with your API key, or pass\n",
+ "`serpapi_api_key` as a named parameter to the constructor.\n",
+ "\n",
+ "Example:\n",
+ " .. code-block:: python\n",
+ "\n",
+ " from langchain import SerpAPIWrapper\n",
+ " serpapi = SerpAPIWrapper()"
+ ],
+ "text/plain": [
+ "---\n",
+ "\n",
+ "### SerpAPIWrapper\n",
+ "\n",
+ "> SerpAPIWrapper (search_engine:Any=None, params:dict={'engine': 'google',\n",
+ "> 'google_domain': 'google.com', 'gl': 'us', 'hl': 'en'},\n",
+ "> serpapi_api_key:Optional[str]=None,\n",
+ "> aiosession:Optional[aiohttp.client.ClientSession]=None)\n",
+ "\n",
+ "Wrapper around SerpAPI.\n",
+ "\n",
+ "To use, you should have the ``google-search-results`` python package installed,\n",
+ "and the environment variable ``SERPAPI_API_KEY`` set with your API key, or pass\n",
+ "`serpapi_api_key` as a named parameter to the constructor.\n",
+ "\n",
+ "Example:\n",
+ " .. code-block:: python\n",
+ "\n",
+ " from langchain import SerpAPIWrapper\n",
+ " serpapi = SerpAPIWrapper()"
+ ]
+ },
+ "execution_count": 1,
+ "metadata": {},
+ "output_type": "execute_result"
+ }
+ ],
+ "source": [
+ "#| echo: false\n",
+ "#| output: asis\n",
+ "show_doc(SerpAPIWrapper)"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 2,
+ "metadata": {},
+ "outputs": [
+ {
+ "data": {
+ "text/markdown": [
+ "---\n",
+ "\n",
+ "[source](https://github.com/animalequality/lv-recipe-chatbot/blob/main/lv_recipe_chatbot/lchain_tool.py#L18){target=\"_blank\" style=\"float:right; font-size:smaller\"}\n",
+ "\n",
+ "### RecipeSerpAPIWrapper\n",
+ "\n",
+ "> RecipeSerpAPIWrapper (search_engine:Any=None, params:dict={'engine':\n",
+ "> 'google', 'google_domain': 'google.com', 'gl':\n",
+ "> 'us', 'hl': 'en'},\n",
+ "> serpapi_api_key:Optional[str]=None, aiosession:Opti\n",
+ "> onal[aiohttp.client.ClientSession]=None)\n",
+ "\n",
+ "Wrapper around SerpAPI.\n",
+ "\n",
+ "To use, you should have the ``google-search-results`` python package installed,\n",
+ "and the environment variable ``SERPAPI_API_KEY`` set with your API key, or pass\n",
+ "`serpapi_api_key` as a named parameter to the constructor.\n",
+ "\n",
+ "Example:\n",
+ " .. code-block:: python\n",
+ "\n",
+ " from langchain import SerpAPIWrapper\n",
+ " serpapi = SerpAPIWrapper()"
+ ],
+ "text/plain": [
+ "---\n",
+ "\n",
+ "[source](https://github.com/animalequality/lv-recipe-chatbot/blob/main/lv_recipe_chatbot/lchain_tool.py#L18){target=\"_blank\" style=\"float:right; font-size:smaller\"}\n",
+ "\n",
+ "### RecipeSerpAPIWrapper\n",
+ "\n",
+ "> RecipeSerpAPIWrapper (search_engine:Any=None, params:dict={'engine':\n",
+ "> 'google', 'google_domain': 'google.com', 'gl':\n",
+ "> 'us', 'hl': 'en'},\n",
+ "> serpapi_api_key:Optional[str]=None, aiosession:Opti\n",
+ "> onal[aiohttp.client.ClientSession]=None)\n",
+ "\n",
+ "Wrapper around SerpAPI.\n",
+ "\n",
+ "To use, you should have the ``google-search-results`` python package installed,\n",
+ "and the environment variable ``SERPAPI_API_KEY`` set with your API key, or pass\n",
+ "`serpapi_api_key` as a named parameter to the constructor.\n",
+ "\n",
+ "Example:\n",
+ " .. code-block:: python\n",
+ "\n",
+ " from langchain import SerpAPIWrapper\n",
+ " serpapi = SerpAPIWrapper()"
+ ]
+ },
+ "execution_count": 2,
+ "metadata": {},
+ "output_type": "execute_result"
+ }
+ ],
+ "source": [
+ "#| echo: false\n",
+ "#| output: asis\n",
+ "show_doc(RecipeSerpAPIWrapper)"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": null,
+ "metadata": {
+ "language": "python"
+ },
+ "outputs": [],
+ "source": [
+ "params = {\n",
+ " \"location\": \"United States\",\n",
+ " \"hl\": \"en\",\n",
+ " \"gl\": \"us\",\n",
+ "}\n",
+ "search = RecipeSerpAPIWrapper(params=params)"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": null,
+ "metadata": {
+ "language": "python"
+ },
+ "outputs": [
+ {
+ "data": {
+ "text/plain": [
+ "[{'title': 'Easy Vegan Fried Rice',\n",
+ " 'link': 'https://minimalistbaker.com/easy-vegan-fried-rice/',\n",
+ " 'source': 'Minimalist Baker',\n",
+ " 'rating': 4.8,\n",
+ " 'reviews': 457,\n",
+ " 'total_time': '1 hr 15 min',\n",
+ " 'ingredients': ['Peanut butter',\n",
+ " 'grain brown rice',\n",
+ " 'soy sauce',\n",
+ " 'maple syrup',\n",
+ " 'chili garlic sauce']},\n",
+ " {'title': 'The Best Vegan Fried Rice',\n",
+ " 'link': 'https://shortgirltallorder.com/best-vegan-fried-rice',\n",
+ " 'source': 'Short Girl Tall Order',\n",
+ " 'rating': 4.8,\n",
+ " 'reviews': 65,\n",
+ " 'total_time': '28 min',\n",
+ " 'ingredients': ['Soy sauce',\n",
+ " 'white rice',\n",
+ " 'rice wine vinegar',\n",
+ " 'sugar',\n",
+ " 'fresh peas']},\n",
+ " {'title': 'Vegan Fried Rice',\n",
+ " 'link': 'https://www.noracooks.com/vegan-fried-rice/',\n",
+ " 'source': 'Nora Cooks',\n",
+ " 'rating': 5.0,\n",
+ " 'reviews': 15,\n",
+ " 'total_time': '20 min',\n",
+ " 'ingredients': ['Gluten free',\n",
+ " 'nutritional yeast',\n",
+ " 'toasted sesame oil',\n",
+ " 'carrots',\n",
+ " 'olive oil']}]"
+ ]
+ },
+ "execution_count": null,
+ "metadata": {},
+ "output_type": "execute_result"
+ }
+ ],
+ "source": [
+ "vegan_recipes = search.run(\"Vegan fried rice recipes\")\n",
+ "vegan_recipes"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": null,
+ "metadata": {
+ "language": "python"
+ },
+ "outputs": [
+ {
+ "data": {
+ "text/plain": [
+ "{'search_metadata': {'id': '647fff28b7b1ccd51d11a01d',\n",
+ " 'status': 'Success',\n",
+ " 'json_endpoint': 'https://serpapi.com/searches/b57d5407e6517b3e/647fff28b7b1ccd51d11a01d.json',\n",
+ " 'created_at': '2023-06-07 03:53:12 UTC',\n",
+ " 'processed_at': '2023-06-07 03:53:12 UTC',\n",
+ " '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',\n",
+ " 'raw_html_file': 'https://serpapi.com/searches/b57d5407e6517b3e/647fff28b7b1ccd51d11a01d.html',\n",
+ " 'total_time_taken': 10.18},\n",
+ " 'search_parameters': {'engine': 'google_images',\n",
+ " 'q': 'Vegan pad thai recipes',\n",
+ " 'location_requested': 'United States',\n",
+ " 'location_used': 'United States',\n",
+ " 'google_domain': 'google.com',\n",
+ " 'hl': 'en',\n",
+ " 'gl': 'us',\n",
+ " 'device': 'desktop'},\n",
+ " 'search_information': {'image_results_state': 'Results for exact spelling',\n",
+ " 'menu_items': [{'position': 1,\n",
+ " 'title': 'All',\n",
+ " 'link': 'https://www.google.com/search?q=Vegan+pad+thai+recipes&source=lmns&gl=us&hl=en&sa=X&ved=2ahUKEwiEnJSdobD_AhWTE1kFHecGCJ4Q0pQJKAB6BAgBEAI',\n",
+ " 'serpapi_link': 'https://serpapi.com/search.json?device=desktop&engine=google&gl=us&google_domain=google.com&hl=en&q=Vegan+pad+thai+recipes'},\n",
+ " {'position': 2,\n",
+ " 'title': 'Videos',\n",
+ " 'link': 'https://www.google.com/search?q=Vegan+pad+thai+recipes&source=lmns&tbm=vid&gl=us&hl=en&sa=X&ved=2ahUKEwiEnJSdobD_AhWTE1kFHecGCJ4Q0pQJKAF6BAgBEAQ',\n",
+ " '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'},\n",
+ " {'position': 3, 'title': 'Images'},\n",
+ " {'position': 4,\n",
+ " 'title': 'Shopping',\n",
+ " 'link': 'https://www.google.com/search?q=Vegan+pad+thai+recipes&source=lmns&tbm=shop&gl=us&hl=en&sa=X&ved=2ahUKEwiEnJSdobD_AhWTE1kFHecGCJ4Q0pQJKAN6BAgBEAg',\n",
+ " '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'},\n",
+ " {'position': 5,\n",
+ " 'title': 'Maps',\n",
+ " 'link': 'https://maps.google.com/maps?q=Vegan+pad+thai+recipes&source=lmns&entry=mc&gl=us&hl=en&sa=X&ved=2ahUKEwiEnJSdobD_AhWTE1kFHecGCJ4Q0pQJKAR6BAgBEAo'},\n",
+ " {'position': 6,\n",
+ " 'title': 'Books',\n",
+ " 'link': 'https://www.google.com/search?q=Vegan+pad+thai+recipes&source=lmns&tbm=bks&gl=us&hl=en&sa=X&ved=2ahUKEwiEnJSdobD_AhWTE1kFHecGCJ4Q0pQJKAB6BAgBEA0'},\n",
+ " {'position': 7,\n",
+ " 'title': 'News',\n",
+ " 'link': 'https://www.google.com/search?q=Vegan+pad+thai+recipes&source=lmns&tbm=nws&gl=us&hl=en&sa=X&ved=2ahUKEwiEnJSdobD_AhWTE1kFHecGCJ4Q0pQJKAF6BAgBEA4',\n",
+ " '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'},\n",
+ " {'position': 8,\n",
+ " 'title': 'Flights',\n",
+ " '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'},\n",
+ " {'position': 9,\n",
+ " 'title': 'Finance',\n",
+ " 'link': 'https://www.google.com/search?q=Vegan+pad+thai+recipes&source=lmns&tbm=fin&gl=us&hl=en&sa=X&ved=2ahUKEwiEnJSdobD_AhWTE1kFHecGCJ4Q0pQJKAN6BAgBEBA'}]},\n",
+ " 'suggested_searches': [{'name': 'rice noodles',\n",
+ " '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',\n",
+ " 'chips': 'q:vegan+pad+thai+recipes,online_chips:rice+noodles:gk0lY1Ku8x8%3D',\n",
+ " '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',\n",
+ " 'thumbnail': 'https://serpapi.com/searches/647fff28b7b1ccd51d11a01d/images/a55ec478bf73d4bcc2fb5b01f1529f2b7f361a9f8fb38098b46394cb9c659c83.jpeg'},\n",
+ " {'name': 'gluten free',\n",
+ " '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',\n",
+ " 'chips': 'q:vegan+pad+thai+recipes,online_chips:gluten+free:_Jv5VE84jYQ%3D',\n",
+ " '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',\n",
+ " 'thumbnail': 'https://serpapi.com/searches/647fff28b7b1ccd51d11a01d/images/a55ec478bf73d4bcc2fb5b01f1529f2ba4acd7acf58a4e539824754bccf790f0.jpeg'},\n",
+ " {'name': 'tofu',\n",
+ " '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',\n",
+ " 'chips': 'q:vegan+pad+thai+recipes,online_chips:tofu:EdnrGNBK_3E%3D',\n",
+ " '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',\n",
+ " 'thumbnail': 'https://serpapi.com/searches/647fff28b7b1ccd51d11a01d/images/a55ec478bf73d4bcc2fb5b01f1529f2b57cb6349f17e3b4997748a7fb2213981.jpeg'},\n",
+ " {'name': 'thai peanut sauce',\n",
+ " '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',\n",
+ " 'chips': 'q:vegan+pad+thai+recipes,online_chips:thai+peanut+sauce:AOyraWKuKIU%3D',\n",
+ " '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',\n",
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+ " 'original': 'http://momalwaysfindsout.com/wp-content/uploads/2013/08/easy-vegetarian-pad-thai-recipe.jpg',\n",
+ " 'original_width': 526,\n",
+ " 'original_height': 416,\n",
+ " 'is_product': False},\n",
+ " {'position': 92,\n",
+ " 'thumbnail': 'https://encrypted-tbn0.gstatic.com/images?q=tbn:ANd9GcRhwBcrNUbTx9kzPKfcmWE0Ra7gapkAfRrcfw&usqp=CAU',\n",
+ " 'related_content_id': 'YS1RY05JbjBWUmVxTU1cIixcIm9kOFJZYkVBU0VoSTlN',\n",
+ " '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',\n",
+ " 'source': 'Nutriciously',\n",
+ " 'title': 'Colorful Raw Vegan Pad Thai Salad – Nutriciously',\n",
+ " 'link': 'https://nutriciously.com/raw-vegan-pad-thai-recipe/',\n",
+ " 'tag': 'Recipe',\n",
+ " 'original': 'https://nutriciously.com/wp-content/uploads/Raw-Vegan-Pad-Thai-by-Nutriciously-3-735x1102.jpg',\n",
+ " 'original_width': 735,\n",
+ " 'original_height': 1102,\n",
+ " 'is_product': True},\n",
+ " {'position': 93,\n",
+ " 'thumbnail': 'https://encrypted-tbn0.gstatic.com/images?q=tbn:ANd9GcTE247S-7oA7iBXdWKaWSVW76NBNMj9G1zMMA&usqp=CAU',\n",
+ " 'related_content_id': 'YlAyMGt1UWN0N3VLeU1cIixcInl4LTljQm5yNHV5TWFN',\n",
+ " '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',\n",
+ " 'source': 'Jessica in the Kitchen',\n",
+ " 'title': 'Easy Vegan Pad Thai | Jessica in the Kitchen',\n",
+ " 'link': 'https://jessicainthekitchen.com/vegan-pad-thai/',\n",
+ " 'original': 'https://jessicainthekitchen.com/wp-content/uploads/2022/08/Vegan-Pad-Thai0046.jpg',\n",
+ " 'original_width': 1200,\n",
+ " 'original_height': 1800,\n",
+ " 'is_product': False},\n",
+ " {'position': 94,\n",
+ " 'thumbnail': 'https://encrypted-tbn0.gstatic.com/images?q=tbn:ANd9GcTEICg4TzsYnpMi-FDoDIIiTxIEYlkJotNZJw&usqp=CAU',\n",
+ " 'related_content_id': 'Z2ZwSUIzMHNhelRlNU1cIixcIkJTaldiRDBqMnU0MWlN',\n",
+ " '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',\n",
+ " 'source': 'Feasting At Home',\n",
+ " 'title': 'Pad Thai (Video!) | Feasting at Home',\n",
+ " 'link': 'https://www.feastingathome.com/15-minute-pad-thai/',\n",
+ " 'original': 'https://www.feastingathome.com/wp-content/uploads/2016/04/easy-authentic-pad-thai-recipe-100-8.jpg',\n",
+ " 'original_width': 750,\n",
+ " 'original_height': 1125,\n",
+ " 'is_product': False},\n",
+ " {'position': 95,\n",
+ " 'thumbnail': 'https://encrypted-tbn0.gstatic.com/images?q=tbn:ANd9GcRRaL2_fWqKRkIvDq4dn5kZqexIjDD5rIpb-Q&usqp=CAU',\n",
+ " 'related_content_id': 'aHgxT2JLVE1kMVliNk1cIixcIlNEUzJRZjdyVTkxU1FN',\n",
+ " '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',\n",
+ " 'source': 'a Veg Taste from A to Z',\n",
+ " 'title': 'Vegan Pad Thai with Cashews -',\n",
+ " 'link': 'https://avegtastefromatoz.com/vegan-pad-thai-cashews/',\n",
+ " 'tag': 'Recipe',\n",
+ " 'original': 'https://avegtastefromatoz.com/wp-content/uploads/2020/09/pad-thai-5.jpg',\n",
+ " 'original_width': 2048,\n",
+ " 'original_height': 2048,\n",
+ " 'is_product': True},\n",
+ " {'position': 96,\n",
+ " 'thumbnail': 'https://encrypted-tbn0.gstatic.com/images?q=tbn:ANd9GcQSQmbOr5bqa0rC0nX95VxH-6RasxkuymwUMg&usqp=CAU',\n",
+ " 'related_content_id': 'Q1dpaG83YTJNS0V2M01cIixcIkctdzFabWdrRE5OTGZN',\n",
+ " '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',\n",
+ " 'source': 'Plant-Based on a Budget',\n",
+ " 'title': 'Vegan Vegetable Pad Thai - Plant-Based on a Budget',\n",
+ " 'link': 'https://plantbasedonabudget.com/avocado-basil-pad-thai/',\n",
+ " 'tag': 'Recipe',\n",
+ " 'original': 'https://plantbasedonabudget.com/wp-content/uploads/2014/05/Vegan-Avocado-Basil-Pad-Thai-Plant-Based-on-a-Budget-1-2.jpg',\n",
+ " 'original_width': 1200,\n",
+ " 'original_height': 1200,\n",
+ " 'is_product': True},\n",
+ " {'position': 97,\n",
+ " 'thumbnail': 'https://encrypted-tbn0.gstatic.com/images?q=tbn:ANd9GcQOF76mQo9LZPzWv_vzVAz-od1L271ioKWNVA&usqp=CAU',\n",
+ " 'related_content_id': 'Ri1IOHk0VkhoVmZxT01cIixcIk9jS3J6azl3RWFQTjNN',\n",
+ " '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',\n",
+ " 'source': 'Full of Plants',\n",
+ " 'title': 'The Best Vegan Pad Thai - Full of Plants',\n",
+ " 'link': 'https://fullofplants.com/the-best-vegan-pad-thai/',\n",
+ " 'original': 'https://fullofplants.com/wp-content/uploads/2022/02/easy-vegan-pad-thai-noodle-dish-with-bean-sprouts-10-1400x2100.jpg',\n",
+ " 'original_width': 1400,\n",
+ " 'original_height': 2100,\n",
+ " 'is_product': False},\n",
+ " {'position': 98,\n",
+ " 'thumbnail': 'https://encrypted-tbn0.gstatic.com/images?q=tbn:ANd9GcS-8yozAbc9Gpm97m_vt6sgcJ3mpTliabYGMQ&usqp=CAU',\n",
+ " 'related_content_id': 'bWtmOFRzYU5PSmlaSE1cIixcIkhsaC11Z195bUp2MmlN',\n",
+ " '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',\n",
+ " 'source': \"It's All Good Vegan\",\n",
+ " 'title': \"Creamy Pad Thai Noodles - It's All Good Vegan\",\n",
+ " 'link': 'https://itsallgoodvegan.com/2020/02/19/creamy-pad-thai-noodles/',\n",
+ " 'tag': 'Recipe',\n",
+ " 'original': 'https://itsallgoodvegan.com/wp-content/uploads/2020/02/img_2841.jpg',\n",
+ " 'original_width': 1638,\n",
+ " 'original_height': 2048,\n",
+ " 'is_product': True},\n",
+ " {'position': 99,\n",
+ " 'thumbnail': 'https://encrypted-tbn0.gstatic.com/images?q=tbn:ANd9GcSa2HSMw-ypurNqm48DPPpuKZOFbmDO65klnA&usqp=CAU',\n",
+ " 'related_content_id': 'Z0FiQk9qbFpFZ2hyYk1cIixcImZNQ0FIZk4tZkJCeXNN',\n",
+ " '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',\n",
+ " 'source': 'Veggiekins',\n",
+ " 'title': 'Vegan Pad Thai with Tofu (gluten free) (Gluten-Free) - Veggiekins Blog',\n",
+ " 'link': 'https://veggiekinsblog.com/2021/03/24/vegan-pad-thai-with-tofu/',\n",
+ " 'tag': 'Recipe',\n",
+ " 'original': 'https://veggiekinsblog.com/wp-content/uploads/2021/03/Vegan-Pad-Thai-with-Tofu-4-scaled.jpg',\n",
+ " 'original_width': 1708,\n",
+ " 'original_height': 2560,\n",
+ " 'is_product': True},\n",
+ " {'position': 100,\n",
+ " 'thumbnail': 'https://encrypted-tbn0.gstatic.com/images?q=tbn:ANd9GcQEZmnz4duD3odLwVNqQ_OfHJ1zPNaofthtXw&usqp=CAU',\n",
+ " 'related_content_id': 'Y1R0T2JXekVMS1YtTk1cIixcIi1Va1JxelIyZDZlcU1N',\n",
+ " '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',\n",
+ " 'source': 'Zucker&Jagdwurst',\n",
+ " 'title': 'Vegan Pad Thai with “chicken“ - Zucker&Jagdwurst',\n",
+ " 'link': 'https://www.zuckerjagdwurst.com/en/recipes/vegan-pad-thai-with-chicken',\n",
+ " 'tag': 'Recipe',\n",
+ " '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',\n",
+ " 'original_width': 1110,\n",
+ " 'original_height': 740,\n",
+ " 'is_product': True}]}"
+ ]
+ },
+ "execution_count": null,
+ "metadata": {},
+ "output_type": "execute_result"
+ }
+ ],
+ "source": [
+ "params = {\n",
+ " \"engine\": \"google_images\",\n",
+ " \"q\": \"Vegan pad thai recipes\",\n",
+ " \"location\": \"United States\",\n",
+ " \"api_key\": os.environ[\"SERPAPI_API_KEY\"],\n",
+ "}\n",
+ "\n",
+ "search = GoogleSearch(params)\n",
+ "results = search.get_dict()\n",
+ "results"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": null,
+ "metadata": {
+ "language": "python"
+ },
+ "outputs": [
+ {
+ "data": {
+ "text/plain": [
+ "'Easy Tofu Pad Thai (Vegan) | Minimalist Baker Recipes'"
+ ]
+ },
+ "metadata": {},
+ "output_type": "display_data"
+ },
+ {
+ "data": {
+ "text/html": [
+ ""
+ ],
+ "text/plain": [
+ ""
+ ]
+ },
+ "metadata": {},
+ "output_type": "display_data"
+ },
+ {
+ "data": {
+ "text/plain": [
+ "'Rainbow Vegetarian Pad Thai with Peanuts and Basil Recipe - Pinch of Yum'"
+ ]
+ },
+ "metadata": {},
+ "output_type": "display_data"
+ },
+ {
+ "data": {
+ "text/html": [
+ ""
+ ],
+ "text/plain": [
+ ""
+ ]
+ },
+ "metadata": {},
+ "output_type": "display_data"
+ },
+ {
+ "data": {
+ "text/plain": [
+ "'Healthier vegan pad thai - Lazy Cat Kitchen'"
+ ]
+ },
+ "metadata": {},
+ "output_type": "display_data"
+ },
+ {
+ "data": {
+ "text/html": [
+ ""
+ ],
+ "text/plain": [
+ ""
+ ]
+ },
+ "metadata": {},
+ "output_type": "display_data"
+ },
+ {
+ "data": {
+ "text/plain": [
+ "'The Best Vegan Pad Thai - Full of Plants'"
+ ]
+ },
+ "metadata": {},
+ "output_type": "display_data"
+ },
+ {
+ "data": {
+ "text/html": [
+ ""
+ ],
+ "text/plain": [
+ ""
+ ]
+ },
+ "metadata": {},
+ "output_type": "display_data"
+ },
+ {
+ "data": {
+ "text/plain": [
+ "'Easy Vegan Pad Thai (Gluten-free) - Earth of Maria'"
+ ]
+ },
+ "metadata": {},
+ "output_type": "display_data"
+ },
+ {
+ "data": {
+ "text/html": [
+ ""
+ ],
+ "text/plain": [
+ ""
+ ]
+ },
+ "metadata": {},
+ "output_type": "display_data"
+ },
+ {
+ "data": {
+ "text/plain": [
+ "'Easy Vegan Pad Thai - My Darling Vegan'"
+ ]
+ },
+ "metadata": {},
+ "output_type": "display_data"
+ },
+ {
+ "data": {
+ "text/html": [
+ ""
+ ],
+ "text/plain": [
+ ""
+ ]
+ },
+ "metadata": {},
+ "output_type": "display_data"
+ },
+ {
+ "data": {
+ "text/plain": [
+ "'Easy Vegetarian Pad Thai - Pinch Me Good'"
+ ]
+ },
+ "metadata": {},
+ "output_type": "display_data"
+ },
+ {
+ "data": {
+ "text/html": [
+ ""
+ ],
+ "text/plain": [
+ ""
+ ]
+ },
+ "metadata": {},
+ "output_type": "display_data"
+ },
+ {
+ "data": {
+ "text/plain": [
+ "'30-Minute Vegan Pad Thai - A Weeknight Winner! - Vegan Huggs'"
+ ]
+ },
+ "metadata": {},
+ "output_type": "display_data"
+ },
+ {
+ "data": {
+ "text/html": [
+ ""
+ ],
+ "text/plain": [
+ ""
+ ]
+ },
+ "metadata": {},
+ "output_type": "display_data"
+ },
+ {
+ "data": {
+ "text/plain": [
+ "'Vegetarian Pad Thai - Easy Skillet Recipe - Ministry of Curry'"
+ ]
+ },
+ "metadata": {},
+ "output_type": "display_data"
+ },
+ {
+ "data": {
+ "text/html": [
+ ""
+ ],
+ "text/plain": [
+ ""
+ ]
+ },
+ "metadata": {},
+ "output_type": "display_data"
+ },
+ {
+ "data": {
+ "text/plain": [
+ "'Vegan pad thai - Lazy Cat Kitchen'"
+ ]
+ },
+ "metadata": {},
+ "output_type": "display_data"
+ },
+ {
+ "data": {
+ "text/html": [
+ ""
+ ],
+ "text/plain": [
+ ""
+ ]
+ },
+ "metadata": {},
+ "output_type": "display_data"
+ }
+ ],
+ "source": [
+ "for r in results[\"images_results\"][0:10]:\n",
+ " display(r[\"title\"], Image(url=r[\"thumbnail\"]))"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": null,
+ "metadata": {
+ "language": "python"
+ },
+ "outputs": [],
+ "source": [
+ "# You can create the tool to pass to an agent\n",
+ "serpapi_recipe_tool = Tool(\n",
+ " name=\"\",\n",
+ " 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(...)`.\",\n",
+ " func=search.run,\n",
+ ")"
+ ]
+ },
+ {
+ "cell_type": "markdown",
+ "metadata": {},
+ "source": [
+ "This doc should be corrected [LangChain serpapi doc could be updated](https://python.langchain.com/en/latest/modules/agents/tools/examples/serpapi.html)"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": null,
+ "metadata": {
+ "language": "python"
+ },
+ "outputs": [],
+ "source": []
+ },
+ {
+ "cell_type": "code",
+ "execution_count": null,
+ "metadata": {
+ "language": "python"
+ },
+ "outputs": [],
+ "source": [
+ "search = GoogleSerperAPIWrapper(type=\"search\")\n",
+ "results = search.results(\"Lion\")"
+ ]
+ },
+ {
+ "cell_type": "markdown",
+ "metadata": {},
+ "source": [
+ "[edamam](https://www.edamam.com/)"
+ ]
+ }
+ ],
+ "metadata": {
+ "kernelspec": {
+ "display_name": "python3",
+ "language": "python",
+ "name": "python3"
+ },
+ "widgets": {
+ "application/vnd.jupyter.widget-state+json": {
+ "state": {},
+ "version_major": 2,
+ "version_minor": 0
+ }
+ }
+ },
+ "nbformat": 4,
+ "nbformat_minor": 4
+}