diff --git "a/nbs/02_lchain_tool.ipynb" "b/nbs/02_lchain_tool.ipynb"
--- "a/nbs/02_lchain_tool.ipynb"
+++ "b/nbs/02_lchain_tool.ipynb"
@@ -38,7 +38,7 @@
"import os\n",
"\n",
"from IPython.display import Image\n",
- "from langchain.agents import AgentType, Tool, initialize_agent, load_tools\n",
+ "from langchain.agents import AgentType, Tool, initialize_agent, load_tools, tool\n",
"from langchain.agents.agent_toolkits import create_python_agent\n",
"from langchain.chat_models import ChatOpenAI\n",
"from langchain.python import PythonREPL\n",
@@ -388,1300 +388,14 @@
],
"source": [
"vegan_recipes = search.run(\"Vegan fried rice recipes\")\n",
- "vegan_recipes"
+ "vegan_recipes[0:3]"
]
},
{
"cell_type": "code",
"execution_count": null,
"metadata": {},
- "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",
- " 'thumbnail': 'https://serpapi.com/searches/647fff28b7b1ccd51d11a01d/images/a55ec478bf73d4bcc2fb5b01f1529f2bc44c0d5d0eef2c4dfefe036887628a3c.jpeg'},\n",
- " {'name': 'vegan gluten',\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:vegan+gluten:YD_J3kTgidI%3D&sa=X&ved=2ahUKEwiEnJSdobD_AhWTE1kFHecGCJ4Q4lYoBHoECAEQMw',\n",
- " 'chips': 'q:vegan+pad+thai+recipes,online_chips:vegan+gluten:YD_J3kTgidI%3D',\n",
- " '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',\n",
- " 'thumbnail': 'https://serpapi.com/searches/647fff28b7b1ccd51d11a01d/images/a55ec478bf73d4bcc2fb5b01f1529f2b631482aae166e90902888b39f9df86d4.jpeg'},\n",
- " {'name': 'thai food',\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+food:0nWr99Uxrwc%3D&sa=X&ved=2ahUKEwiEnJSdobD_AhWTE1kFHecGCJ4Q4lYoBXoECAEQNQ',\n",
- " 'chips': 'q:vegan+pad+thai+recipes,online_chips:thai+food:0nWr99Uxrwc%3D',\n",
- " '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',\n",
- " 'thumbnail': 'https://serpapi.com/searches/647fff28b7b1ccd51d11a01d/images/a55ec478bf73d4bcc2fb5b01f1529f2b3abb47a217c7337c6259316ffb3146b6.jpeg'},\n",
- " {'name': 'thai tofu pad',\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+tofu+pad:-u5KMb62hFM%3D&sa=X&ved=2ahUKEwiEnJSdobD_AhWTE1kFHecGCJ4Q4lYoBnoECAEQNw',\n",
- " 'chips': 'q:vegan+pad+thai+recipes,online_chips:thai+tofu+pad:-u5KMb62hFM%3D',\n",
- " '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',\n",
- " 'thumbnail': 'https://serpapi.com/searches/647fff28b7b1ccd51d11a01d/images/a55ec478bf73d4bcc2fb5b01f1529f2ba9dc874972edb8879d31906ca8d02d1e.jpeg'},\n",
- " {'name': 'food network',\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:food+network:4fsBYIFuk6M%3D&sa=X&ved=2ahUKEwiEnJSdobD_AhWTE1kFHecGCJ4Q4lYoB3oECAEQOQ',\n",
- " 'chips': 'q:vegan+pad+thai+recipes,online_chips:food+network:4fsBYIFuk6M%3D',\n",
- " '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',\n",
- " 'thumbnail': 'https://serpapi.com/searches/647fff28b7b1ccd51d11a01d/images/a55ec478bf73d4bcc2fb5b01f1529f2b3542cf3034c40352d8800de25efd446c.jpeg'},\n",
- " {'name': 'peanut butter',\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:peanut+butter:FJXMrvqXmOU%3D&sa=X&ved=2ahUKEwiEnJSdobD_AhWTE1kFHecGCJ4Q4lYoCHoECAEQOw',\n",
- " 'chips': 'q:vegan+pad+thai+recipes,online_chips:peanut+butter:FJXMrvqXmOU%3D',\n",
- " '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',\n",
- " 'thumbnail': 'https://serpapi.com/searches/647fff28b7b1ccd51d11a01d/images/a55ec478bf73d4bcc2fb5b01f1529f2b5b6523f5ed417f4c899d005473ba16b5.jpeg'},\n",
- " {'name': 'stir fry',\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:stir+fry:o0twgEKDva0%3D&sa=X&ved=2ahUKEwiEnJSdobD_AhWTE1kFHecGCJ4Q4lYoCXoECAEQPQ',\n",
- " 'chips': 'q:vegan+pad+thai+recipes,online_chips:stir+fry:o0twgEKDva0%3D',\n",
- " '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',\n",
- " 'thumbnail': 'https://serpapi.com/searches/647fff28b7b1ccd51d11a01d/images/a55ec478bf73d4bcc2fb5b01f1529f2b3337398b3fc538d59c1a2d960953452d.jpeg'},\n",
- " {'name': 'plant based',\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:plant+based:6BEj1Wk084g%3D&sa=X&ved=2ahUKEwiEnJSdobD_AhWTE1kFHecGCJ4Q4lYoCnoECAEQPw',\n",
- " 'chips': 'q:vegan+pad+thai+recipes,online_chips:plant+based:6BEj1Wk084g%3D',\n",
- " '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',\n",
- " 'thumbnail': 'https://serpapi.com/searches/647fff28b7b1ccd51d11a01d/images/a55ec478bf73d4bcc2fb5b01f1529f2b3d37839120548e6228cc4e71e1b7c7af.jpeg'},\n",
- " {'name': 'fried 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:fried+tofu:EpVuI9_hNoU%3D&sa=X&ved=2ahUKEwiEnJSdobD_AhWTE1kFHecGCJ4Q4lYoC3oECAEQQQ',\n",
- " 'chips': 'q:vegan+pad+thai+recipes,online_chips:fried+tofu:EpVuI9_hNoU%3D',\n",
- " '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',\n",
- " 'thumbnail': 'https://serpapi.com/searches/647fff28b7b1ccd51d11a01d/images/a55ec478bf73d4bcc2fb5b01f1529f2be19daee44662280115fa006abc2bf75b.jpeg'}],\n",
- " 'images_results': [{'position': 1,\n",
- " 'thumbnail': 'https://serpapi.com/searches/647fff28b7b1ccd51d11a01d/images/6f34b4708ae4dd36a28ca4ca4a3abf6af168f575eef7bd2e8f81a12e175fcf53.jpeg',\n",
- " 'related_content_id': 'aFRiaDN5TnVsUkxUbE1cIixcIlhTaXRGOWFUN1JES3ZN',\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=aFRiaDN5TnVsUkxUbE1cIixcIlhTaXRGOWFUN1JES3ZN',\n",
- " 'source': 'Minimalist Baker',\n",
- " 'title': 'Easy Tofu Pad Thai (Vegan) | Minimalist Baker Recipes',\n",
- " 'link': 'https://minimalistbaker.com/easy-tofu-pad-thai/',\n",
- " 'tag': 'Recipe',\n",
- " 'original': 'https://minimalistbaker.com/wp-content/uploads/2019/01/Easy-Vegan-Pad-Thai-SQUARE.jpg',\n",
- " 'original_width': 1452,\n",
- " 'original_height': 1453,\n",
- " 'is_product': True},\n",
- " {'position': 2,\n",
- " 'thumbnail': 'https://serpapi.com/searches/647fff28b7b1ccd51d11a01d/images/6f34b4708ae4dd36dee6fed89369c822a79ad529f726d1a65fdd09459c0a0b6a.jpeg',\n",
- " 'related_content_id': 'RGJrQjdJY0VUdHpFak1cIixcIkZLMml1QkZLSlptRHhN',\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=RGJrQjdJY0VUdHpFak1cIixcIkZLMml1QkZLSlptRHhN',\n",
- " 'source': 'Pinch of Yum',\n",
- " 'title': 'Rainbow Vegetarian Pad Thai with Peanuts and Basil Recipe - Pinch of Yum',\n",
- " 'link': 'https://pinchofyum.com/rainbow-vegetarian-pad-thai-with-peanuts-and-basil',\n",
- " 'tag': 'Recipe',\n",
- " 'original': 'https://pinchofyum.com/wp-content/uploads/Vegetarian-Pad-Thai-Recipe.jpg',\n",
- " 'original_width': 1200,\n",
- " 'original_height': 1200,\n",
- " 'is_product': True},\n",
- " {'position': 3,\n",
- " 'thumbnail': 'https://serpapi.com/searches/647fff28b7b1ccd51d11a01d/images/6f34b4708ae4dd3695828a207980e4280bb4e14cdccb84ebf5350f19237416f8.jpeg',\n",
- " 'related_content_id': 'b3RSNEh0U2h3MkxNQ01cIixcIkRyYnlKUWQ1RnFmc1RN',\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=b3RSNEh0U2h3MkxNQ01cIixcIkRyYnlKUWQ1RnFmc1RN',\n",
- " 'source': 'Lazy Cat Kitchen',\n",
- " 'title': 'Healthier vegan pad thai - Lazy Cat Kitchen',\n",
- " 'link': 'https://www.lazycatkitchen.com/healthier-vegan-pad-thai/',\n",
- " 'tag': 'Recipe',\n",
- " 'original': 'https://cdn77-s3.lazycatkitchen.com/wp-content/uploads/2021/01/healthier-vegan-pad-thai-macro-1024x1536.jpg',\n",
- " 'original_width': 1024,\n",
- " 'original_height': 1536,\n",
- " 'is_product': True},\n",
- " {'position': 4,\n",
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- "execution_count": null,
- "metadata": {},
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+ "outputs": [],
"source": [
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"\n",
"search = GoogleSearch(params)\n",
- "results = search.get_dict()\n",
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+ "results = search.get_dict()"
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},
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- "'Rainbow Vegetarian Pad Thai with Peanuts and Basil Recipe - Pinch of Yum'"
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},
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+ "'https://www.lazycatkitchen.com/healthier-vegan-pad-thai/'"
]
},
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{
"data": {
"text/plain": [
- "'Easy Vegan Pad Thai - My Darling Vegan'"
+ "'https://fullofplants.com/the-best-vegan-pad-thai/'"
]
},
"metadata": {},
@@ -1817,7 +494,7 @@
{
"data": {
"text/html": [
- ""
+ ""
],
"text/plain": [
""
@@ -1829,7 +506,7 @@
{
"data": {
"text/plain": [
- "'Easy Vegetarian Pad Thai - Pinch Me Good'"
+ "'Easy Vegan Pad Thai - Oh My Veggies'"
]
},
"metadata": {},
@@ -1837,11 +514,8 @@
},
{
"data": {
- "text/html": [
- ""
- ],
"text/plain": [
- ""
+ "'https://ohmyveggies.com/easy-vegan-pad-thai/'"
]
},
"metadata": {},
@@ -1849,8 +523,11 @@
},
{
"data": {
+ "text/html": [
+ ""
+ ],
"text/plain": [
- "'30-Minute Vegan Pad Thai - A Weeknight Winner! - Vegan Huggs'"
+ ""
]
},
"metadata": {},
@@ -1858,11 +535,8 @@
},
{
"data": {
- "text/html": [
- ""
- ],
"text/plain": [
- ""
+ "'Easy Vegan Pad Thai - My Darling Vegan'"
]
},
"metadata": {},
@@ -1871,7 +545,7 @@
{
"data": {
"text/plain": [
- "'Vegetarian Pad Thai - Easy Skillet Recipe - Ministry of Curry'"
+ "'https://www.mydarlingvegan.com/vegan-pad-thai/'"
]
},
"metadata": {},
@@ -1880,7 +554,7 @@
{
"data": {
"text/html": [
- ""
+ ""
],
"text/plain": [
""
@@ -1888,23 +562,110 @@
},
"metadata": {},
"output_type": "display_data"
- },
+ }
+ ],
+ "source": [
+ "for r in results[\"images_results\"][0:5]:\n",
+ " display(r[\"title\"], r[\"link\"], Image(url=r[\"thumbnail\"]))"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": null,
+ "metadata": {},
+ "outputs": [
{
"data": {
+ "text/markdown": [
+ "---\n",
+ "\n",
+ "### load_tools\n",
+ "\n",
+ "> load_tools (tool_names:List[str],\n",
+ "> llm:Optional[langchain.base_language.BaseLanguageModel]=None,\n",
+ "> callbacks:Union[List[langchain.callbacks.base.BaseCallbackHan\n",
+ "> dler],langchain.callbacks.base.BaseCallbackManager,NoneType]=\n",
+ "> None, **kwargs:Any)\n",
+ "\n",
+ "Load tools based on their name.\n",
+ "\n",
+ "Args:\n",
+ " tool_names: name of tools to load.\n",
+ " llm: Optional language model, may be needed to initialize certain tools.\n",
+ " callbacks: Optional callback manager or list of callback handlers.\n",
+ " If not provided, default global callback manager will be used.\n",
+ "\n",
+ "Returns:\n",
+ " List of tools."
+ ],
"text/plain": [
- "'Vegan pad thai - Lazy Cat Kitchen'"
+ "---\n",
+ "\n",
+ "### load_tools\n",
+ "\n",
+ "> load_tools (tool_names:List[str],\n",
+ "> llm:Optional[langchain.base_language.BaseLanguageModel]=None,\n",
+ "> callbacks:Union[List[langchain.callbacks.base.BaseCallbackHan\n",
+ "> dler],langchain.callbacks.base.BaseCallbackManager,NoneType]=\n",
+ "> None, **kwargs:Any)\n",
+ "\n",
+ "Load tools based on their name.\n",
+ "\n",
+ "Args:\n",
+ " tool_names: name of tools to load.\n",
+ " llm: Optional language model, may be needed to initialize certain tools.\n",
+ " callbacks: Optional callback manager or list of callback handlers.\n",
+ " If not provided, default global callback manager will be used.\n",
+ "\n",
+ "Returns:\n",
+ " List of tools."
]
},
+ "execution_count": null,
"metadata": {},
- "output_type": "display_data"
- },
+ "output_type": "execute_result"
+ }
+ ],
+ "source": [
+ "show_doc(load_tools)"
+ ]
+ },
+ {
+ "cell_type": "markdown",
+ "metadata": {},
+ "source": [
+ "Here is the SerpAPIWrapper tool implementation"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": null,
+ "metadata": {},
+ "outputs": [],
+ "source": [
+ "from langchain.agents.load_tools import _get_serpapi"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": null,
+ "metadata": {},
+ "outputs": [
{
"data": {
- "text/html": [
- ""
- ],
"text/plain": [
- ""
+ "\u001b[0;31mSignature:\u001b[0m \u001b[0m_get_serpapi\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m**\u001b[0m\u001b[0mkwargs\u001b[0m\u001b[0;34m:\u001b[0m \u001b[0mAny\u001b[0m\u001b[0;34m)\u001b[0m \u001b[0;34m->\u001b[0m \u001b[0mlangchain\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mtools\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mbase\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mBaseTool\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n",
+ "\u001b[0;31mDocstring:\u001b[0m \n",
+ "\u001b[0;31mSource:\u001b[0m \n",
+ "\u001b[0;32mdef\u001b[0m \u001b[0m_get_serpapi\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m**\u001b[0m\u001b[0mkwargs\u001b[0m\u001b[0;34m:\u001b[0m \u001b[0mAny\u001b[0m\u001b[0;34m)\u001b[0m \u001b[0;34m->\u001b[0m \u001b[0mBaseTool\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\n",
+ "\u001b[0;34m\u001b[0m \u001b[0;32mreturn\u001b[0m \u001b[0mTool\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m\u001b[0m\n",
+ "\u001b[0;34m\u001b[0m \u001b[0mname\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0;34m\"Search\"\u001b[0m\u001b[0;34m,\u001b[0m\u001b[0;34m\u001b[0m\n",
+ "\u001b[0;34m\u001b[0m \u001b[0mdescription\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0;34m\"A search engine. Useful for when you need to answer questions about current events. Input should be a search query.\"\u001b[0m\u001b[0;34m,\u001b[0m\u001b[0;34m\u001b[0m\n",
+ "\u001b[0;34m\u001b[0m \u001b[0mfunc\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0mSerpAPIWrapper\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m**\u001b[0m\u001b[0mkwargs\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mrun\u001b[0m\u001b[0;34m,\u001b[0m\u001b[0;34m\u001b[0m\n",
+ "\u001b[0;34m\u001b[0m \u001b[0mcoroutine\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0mSerpAPIWrapper\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m**\u001b[0m\u001b[0mkwargs\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0marun\u001b[0m\u001b[0;34m,\u001b[0m\u001b[0;34m\u001b[0m\n",
+ "\u001b[0;34m\u001b[0m \u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n",
+ "\u001b[0;31mFile:\u001b[0m ~/AnimalEquality/lv-recipe-chatbot/env/lib/python3.10/site-packages/langchain/agents/load_tools.py\n",
+ "\u001b[0;31mType:\u001b[0m function"
]
},
"metadata": {},
@@ -1912,8 +673,14 @@
}
],
"source": [
- "for r in results[\"images_results\"][0:10]:\n",
- " display(r[\"title\"], Image(url=r[\"thumbnail\"]))"
+ "??_get_serpapi"
+ ]
+ },
+ {
+ "cell_type": "markdown",
+ "metadata": {},
+ "source": [
+ "Let's use that for inspiration for our recipe version of the tool"
]
},
{
@@ -1922,19 +689,100 @@
"metadata": {},
"outputs": [],
"source": [
- "# You can create the tool to pass to an agent\n",
+ "params = {\n",
+ " \"location\": \"United States\",\n",
+ " \"hl\": \"en\",\n",
+ " \"gl\": \"us\",\n",
+ "}\n",
+ "search = RecipeSerpAPIWrapper(params=params)\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",
+ " name=\"Vegan Recipe Search\",\n",
+ " description=\"A search engine. Useful for when you need to fetch existing vetted vegan recipes. Input should be a vegan recipe search query.\",\n",
" func=search.run,\n",
")"
]
},
+ {
+ "cell_type": "code",
+ "execution_count": null,
+ "metadata": {},
+ "outputs": [],
+ "source": [
+ "@tool\n",
+ "def time(text: str) -> str:\n",
+ " \"\"\"Returns todays date, use this for any\n",
+ " questions related to knowing todays date.\n",
+ " The input should always be an empty string,\n",
+ " and this function will always return todays\n",
+ " date - any date mathmatics should occur\n",
+ " outside this function.\"\"\"\n",
+ " return str(date.today())"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": null,
+ "metadata": {},
+ "outputs": [],
+ "source": [
+ "agent = initialize_agent(\n",
+ " [time],\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": {},
+ "outputs": [],
+ "source": [
+ "@tool\n",
+ "def vegan_recipe_search_serpapi(text: str) -> str:\n",
+ " \"\"\"Returns a JSON/Python list of dictionaries of recipe data with keys in format:\n",
+ " ```\n",
+ " 'title': str,\n",
+ " 'link': str,\n",
+ " 'source': str,\n",
+ " 'rating': int,\n",
+ " 'reviews': int,\n",
+ " 'total_time': str,\n",
+ " 'ingredients': [\n",
+ " str,\n",
+ " str,\n",
+ " ```\n",
+ " The input must be the name of a vegan recipe \\\n",
+ " or query parameters such as ingredients to include, prep time, cuisine region. \\\n",
+ " Only execute the search for vegan recipes and ingredients. \\\n",
+ " If the SerpAPI request errors or recipes are not found, \\\n",
+ " an explanation message will be returned instead of the recipe JSON.\"\"\"\n",
+ " params = {\n",
+ " \"q\": text,\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",
+ " if \"error\" in results.keys():\n",
+ " return f\"Received an error from SerpAPI: {results['error']}\\n Query: {text}\"\n",
+ "\n",
+ " if \"recipes_results\" in results.keys():\n",
+ " return str(results[\"recipes_results\"])\n",
+ "\n",
+ " return \"No recipes found for that query\""
+ ]
+ },
{
"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)"
+ "Create an agent with the tool"
]
},
{
@@ -1942,7 +790,119 @@
"execution_count": null,
"metadata": {},
"outputs": [],
- "source": []
+ "source": [
+ "agent = initialize_agent(\n",
+ " tools=[vegan_recipe_serpapi_search],\n",
+ " llm=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": {},
+ "outputs": [
+ {
+ "name": "stdout",
+ "output_type": "stream",
+ "text": [
+ "\n",
+ "\n",
+ "\u001b[1m> Entering new AgentExecutor chain...\u001b[0m\n",
+ "\u001b[32;1m\u001b[1;3mThought: I can use the `vegan_recipe_serpapi_search` tool to search for vegan pad thai recipes.\n",
+ "\n",
+ "Action:\n",
+ "```\n",
+ "{\n",
+ " \"action\": \"vegan_recipe_serpapi_search\",\n",
+ " \"action_input\": \"vegan pad thai\"\n",
+ "}\n",
+ "```\n",
+ "\n",
+ "\u001b[0m\n",
+ "Observation: \u001b[36;1m\u001b[1;3m[{'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': '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.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']}]\u001b[0m\n",
+ "Thought:\u001b[32;1m\u001b[1;3mCould not parse LLM output: The `vegan_recipe_serpapi_search` tool returned a list of three vegan pad thai recipes with their titles, links, sources, ratings, reviews, total time, and ingredients.\u001b[0m\n",
+ "Observation: Invalid or incomplete response\n",
+ "Thought:\u001b[32;1m\u001b[1;3mI will try running the `vegan_recipe_serpapi_search` tool again with the input \"vegan pad thai\".\n",
+ "\n",
+ "Action:\n",
+ "```\n",
+ "{\n",
+ " \"action\": \"vegan_recipe_serpapi_search\",\n",
+ " \"action_input\": \"vegan pad thai\"\n",
+ "}\n",
+ "```\n",
+ "\n",
+ "\n",
+ "\u001b[0m\n",
+ "Observation: \u001b[36;1m\u001b[1;3m[{'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': '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.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']}]\u001b[0m\n",
+ "Thought:\u001b[32;1m\u001b[1;3mCould not parse LLM output: The `vegan_recipe_serpapi_search` tool returned a list of three vegan pad thai recipes with their titles, links, sources, ratings, reviews, total time, and ingredients.\n",
+ "\u001b[0m\n",
+ "Observation: Invalid or incomplete response\n",
+ "Thought:\u001b[32;1m\u001b[1;3mI will try running the `vegan_recipe_serpapi_search` tool again with the input \"vegan pad thai recipes\".\n",
+ "\n",
+ "Action:\n",
+ "```\n",
+ "{\n",
+ " \"action\": \"vegan_recipe_serpapi_search\",\n",
+ " \"action_input\": \"vegan pad thai recipes\"\n",
+ "}\n",
+ "```\n",
+ "\n",
+ "\n",
+ "\u001b[0m\n",
+ "Observation: \u001b[36;1m\u001b[1;3m[{'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']}]\u001b[0m\n",
+ "Thought:\u001b[32;1m\u001b[1;3mCould not parse LLM output: I have successfully used the `vegan_recipe_serpapi_search` tool to search for vegan pad thai recipes. The tool returned a list of three vegan pad thai recipes with their titles, links, sources, ratings, reviews, total time, and ingredients.\n",
+ "\n",
+ "\u001b[0m\n",
+ "Observation: Invalid or incomplete response\n",
+ "Thought:\u001b[32;1m\u001b[1;3mI will try running the `vegan_recipe_serpapi_search` tool again with the input \"vegan pad thai recipe\".\n",
+ "\n",
+ "Action:\n",
+ "```\n",
+ "{\n",
+ " \"action\": \"vegan_recipe_serpapi_search\",\n",
+ " \"action_input\": \"vegan pad thai recipe\"\n",
+ "}\n",
+ "```\n",
+ "\n",
+ "\n",
+ "\u001b[0m\n",
+ "Observation: \u001b[36;1m\u001b[1;3m[{'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']}]\u001b[0m\n",
+ "Thought:\u001b[32;1m\u001b[1;3mCould not parse LLM output: I have successfully used the `vegan_recipe_serpapi_search` tool to search for vegan pad thai recipes. The tool returned a list of three vegan pad thai recipes with their titles, links, sources, ratings, reviews, total time, and ingredients. \n",
+ "\n",
+ "Final Answer: Here are three vegan pad thai recipes: \n",
+ "1. Easy Tofu Pad Thai from Minimalist Baker\n",
+ "2. Vegan Pad Thai from Nora Cooks\n",
+ "3. Vegan Pad Thai from Pick Up Limes.\u001b[0m\n",
+ "\n",
+ "\u001b[1m> Finished chain.\u001b[0m\n"
+ ]
+ },
+ {
+ "data": {
+ "text/plain": [
+ "'Here are three vegan pad thai recipes: \\n1. Easy Tofu Pad Thai from Minimalist Baker\\n2. Vegan Pad Thai from Nora Cooks\\n3. Vegan Pad Thai from Pick Up Limes.'"
+ ]
+ },
+ "execution_count": null,
+ "metadata": {},
+ "output_type": "execute_result"
+ }
+ ],
+ "source": [
+ "agent.run(\"Search vegan pad thai recipes\")"
+ ]
+ },
+ {
+ "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",
@@ -1972,6 +932,13 @@
"\n",
"nbdev.nbdev_export()"
]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": null,
+ "metadata": {},
+ "outputs": [],
+ "source": []
}
],
"metadata": {