From bd5677cfed62b938566ac43fc9214bae3a04a316 Mon Sep 17 00:00:00 2001 From: Wayne Wei <5577741+windmaple@users.noreply.github.com> Date: Mon, 23 Dec 2024 13:27:36 +0800 Subject: [PATCH] Address review feedback --- ...Search_grounding_for_research_report.ipynb | 1 + .../search_tool_for_research_report.ipynb | 273 +++++++++++++++--- 2 files changed, 239 insertions(+), 35 deletions(-) diff --git a/examples/Search_grounding_for_research_report.ipynb b/examples/Search_grounding_for_research_report.ipynb index f8c8d15f..baa96f35 100644 --- a/examples/Search_grounding_for_research_report.ipynb +++ b/examples/Search_grounding_for_research_report.ipynb @@ -1164,6 +1164,7 @@ "\n", "* To learn more about search grounding, check out the [Grounding with Google Search](https://ai.google.dev/gemini-api/docs/grounding?lang=python) documentation.\n", "* To get started with search grounding, check out the [Search grounding quickstart](../quickstarts/Search_Grounding.ipynb).\n", + "* To get started with the search tool in Gemini 2.0, check out the [Search tool quick start](https://github.com/google-gemini/cookbook/blob/main/gemini-2/search_tool.ipynb).\n", "* Also check the [search tool for research report](../gemini-2/search_tool_for_research_report.ipynb) notebook for a more recent example using Gemini 2.0." ] } diff --git a/gemini-2/search_tool_for_research_report.ipynb b/gemini-2/search_tool_for_research_report.ipynb index dbd757cc..70fc48bd 100644 --- a/gemini-2/search_tool_for_research_report.ipynb +++ b/gemini-2/search_tool_for_research_report.ipynb @@ -233,7 +233,7 @@ "source": [ "### Have Gemini 2.0 plan for the task and write the report\n", "\n", - "Gemini 2.0 is a huge step up from previous models since it can reason, plan, search and write in one go. In this case, you will only give Gemini 2.0 a prompt to do all of these and the model will finish your task seamlessly.\n", + "Gemini 2.0 is a huge step up from previous models since it can reason, plan, search and write in one go. In this case, you will only give Gemini 2.0 a prompt to do all of these and the model will finish your task seamlessly. You will also using output streaming, which streams the response as it is being generated, and the model will return chunks of the response as soon as they are generated. If you would like the SDK to return a response after the model completes the entire generation process, you can use the non-streaming approach as well.\n", "\n", "Note that you must enable Google Search Suggestions, which help users find search results corresponding to a grounded response, and [display the search queries](https://ai.google.dev/gemini-api/docs/grounding/search-suggestions#display-requirements) that are included in the grounded response's metadata. You can find [more details](https://ai.google.dev/gemini-api/terms#grounding-with-google-search) about this requirement." ] @@ -247,7 +247,9 @@ "outputs": [ { "data": { - "text/markdown": "Okay", + "text/markdown": [ + "Okay" + ], "text/plain": [ "" ] @@ -257,7 +259,9 @@ }, { "data": { - "text/markdown": ", I will research Alphabet and create a company report. Here's my plan", + "text/markdown": [ + ", I will research Alphabet and create a company report. Here's my plan" + ], "text/plain": [ "" ] @@ -267,7 +271,11 @@ }, { "data": { - "text/markdown": ":\n\n1. **Company Overview:** I'll start by gathering basic", + "text/markdown": [ + ":\n", + "\n", + "1. **Company Overview:** I'll start by gathering basic" + ], "text/plain": [ "" ] @@ -277,7 +285,10 @@ }, { "data": { - "text/markdown": " information about Alphabet, such as its founding date, headquarters, and what it does.\n2. **Business Segments:** I'll identify the different", + "text/markdown": [ + " information about Alphabet, such as its founding date, headquarters, and what it does.\n", + "2. **Business Segments:** I'll identify the different" + ], "text/plain": [ "" ] @@ -287,7 +298,10 @@ }, { "data": { - "text/markdown": " business segments that Alphabet operates in (e.g., Google Services, Google Cloud, Other Bets).\n3. **Recent News and Developments:** I'", + "text/markdown": [ + " business segments that Alphabet operates in (e.g., Google Services, Google Cloud, Other Bets).\n", + "3. **Recent News and Developments:** I'" + ], "text/plain": [ "" ] @@ -297,7 +311,10 @@ }, { "data": { - "text/markdown": "ll look for recent news articles and press releases to understand any significant updates, product launches, or strategic shifts.\n4. **Financial Performance:** I'll try to find information about Alphabet's recent financial performance, including revenue,", + "text/markdown": [ + "ll look for recent news articles and press releases to understand any significant updates, product launches, or strategic shifts.\n", + "4. **Financial Performance:** I'll try to find information about Alphabet's recent financial performance, including revenue," + ], "text/plain": [ "" ] @@ -307,7 +324,11 @@ }, { "data": { - "text/markdown": " profit, and key metrics.\n5. **Stock Information:** I'll check the current stock price and any recent stock-related news.\n6. **Key People:** I'll identify key executives and board members.", + "text/markdown": [ + " profit, and key metrics.\n", + "5. **Stock Information:** I'll check the current stock price and any recent stock-related news.\n", + "6. **Key People:** I'll identify key executives and board members." + ], "text/plain": [ "" ] @@ -317,7 +338,13 @@ }, { "data": { - "text/markdown": "\n7. **Competitive Landscape:** I'll briefly touch on the competitive landscape and Alphabet's main competitors.\n\nNow, let's start with the searches.\n\n", + "text/markdown": [ + "\n", + "7. **Competitive Landscape:** I'll briefly touch on the competitive landscape and Alphabet's main competitors.\n", + "\n", + "Now, let's start with the searches.\n", + "\n" + ], "text/plain": [ "" ] @@ -327,7 +354,9 @@ }, { "data": { - "text/markdown": "Okay", + "text/markdown": [ + "Okay" + ], "text/plain": [ "" ] @@ -337,7 +366,9 @@ }, { "data": { - "text/markdown": ", I've gathered a lot of information about Alphabet. Here's a", + "text/markdown": [ + ", I've gathered a lot of information about Alphabet. Here's a" + ], "text/plain": [ "" ] @@ -347,7 +378,14 @@ }, { "data": { - "text/markdown": " company report:\n\n---\n**Company Report: Alphabet Inc.**\n\n**Overview", + "text/markdown": [ + " company report:\n", + "\n", + "---\n", + "**Company Report: Alphabet Inc.**\n", + "\n", + "**Overview" + ], "text/plain": [ "" ] @@ -357,7 +395,11 @@ }, { "data": { - "text/markdown": ":**\n\nAlphabet Inc. is a multinational technology conglomerate holding company headquartered in Mountain View, California. It was created through a restructuring of Google on October 2,", + "text/markdown": [ + ":**\n", + "\n", + "Alphabet Inc. is a multinational technology conglomerate holding company headquartered in Mountain View, California. It was created through a restructuring of Google on October 2," + ], "text/plain": [ "" ] @@ -367,7 +409,9 @@ }, { "data": { - "text/markdown": " 2015, becoming the parent company of Google and several former Google subsidiaries. Alphabet is the world's second-largest technology company by revenue,", + "text/markdown": [ + " 2015, becoming the parent company of Google and several former Google subsidiaries. Alphabet is the world's second-largest technology company by revenue," + ], "text/plain": [ "" ] @@ -377,7 +421,13 @@ }, { "data": { - "text/markdown": " after Apple, and one of the world's most valuable companies. It is considered one of the Big Five American information technology companies, alongside Amazon, Apple, Meta, and Microsoft.\n\n**Founding and Restructuring:**\n\nWhile Google", + "text/markdown": [ + " after Apple, and one of the world's most valuable companies. It is considered one of the Big Five American information technology companies, alongside Amazon, Apple, Meta, and Microsoft.\n", + "\n", + "**Founding and Restructuring:**\n", + "\n", + "While Google" + ], "text/plain": [ "" ] @@ -387,7 +437,9 @@ }, { "data": { - "text/markdown": " was founded in 1998 by Larry Page and Sergey Brin, Alphabet Inc. was formed on October 2, 2015, as a restructuring to make the core Google business \"cleaner and more accountable\"", + "text/markdown": [ + " was founded in 1998 by Larry Page and Sergey Brin, Alphabet Inc. was formed on October 2, 2015, as a restructuring to make the core Google business \"cleaner and more accountable\"" + ], "text/plain": [ "" ] @@ -397,7 +449,9 @@ }, { "data": { - "text/markdown": " while allowing greater autonomy to other ventures. In December 2019, Larry Page and Sergey Brin stepped down from their executive roles, and Sundar Pichai, who was already CEO of Google, became CEO of both Google and Alphabet. Page and Brin remain employees, board members, and controlling shareholders.", + "text/markdown": [ + " while allowing greater autonomy to other ventures. In December 2019, Larry Page and Sergey Brin stepped down from their executive roles, and Sundar Pichai, who was already CEO of Google, became CEO of both Google and Alphabet. Page and Brin remain employees, board members, and controlling shareholders." + ], "text/plain": [ "" ] @@ -407,7 +461,15 @@ }, { "data": { - "text/markdown": "\n\n**Business Segments:**\n\nAlphabet operates through three main reportable segments:\n\n* **Google Services:** This segment includes Google's core internet products such as ads, Android, Chrome, hardware, Google Cloud, Google Maps, Google Play, Search, and YouTube. This is the most profitable segment, with", + "text/markdown": [ + "\n", + "\n", + "**Business Segments:**\n", + "\n", + "Alphabet operates through three main reportable segments:\n", + "\n", + "* **Google Services:** This segment includes Google's core internet products such as ads, Android, Chrome, hardware, Google Cloud, Google Maps, Google Play, Search, and YouTube. This is the most profitable segment, with" + ], "text/plain": [ "" ] @@ -417,7 +479,11 @@ }, { "data": { - "text/markdown": " revenue primarily generated from advertising on Google Search and YouTube, as well as subscriptions and smartphone sales.\n* **Google Cloud:** This segment provides cloud services for businesses, including office software and computing platforms. Google Cloud's quarterly revenues have recently surpassed $10 billion, and it is showing strong growth.\n*", + "text/markdown": [ + " revenue primarily generated from advertising on Google Search and YouTube, as well as subscriptions and smartphone sales.\n", + "* **Google Cloud:** This segment provides cloud services for businesses, including office software and computing platforms. Google Cloud's quarterly revenues have recently surpassed $10 billion, and it is showing strong growth.\n", + "*" + ], "text/plain": [ "" ] @@ -427,7 +493,13 @@ }, { "data": { - "text/markdown": " **Other Bets:** This segment includes various cutting-edge technology innovation ventures at different stages of development, such as Access, Calico, CapitalG, GV, Verily, Waymo, and X. This segment often posts operating losses.\n\n**Recent News and Developments:**\n\n* Alphabet's stock recently", + "text/markdown": [ + " **Other Bets:** This segment includes various cutting-edge technology innovation ventures at different stages of development, such as Access, Calico, CapitalG, GV, Verily, Waymo, and X. This segment often posts operating losses.\n", + "\n", + "**Recent News and Developments:**\n", + "\n", + "* Alphabet's stock recently" + ], "text/plain": [ "" ] @@ -437,7 +509,11 @@ }, { "data": { - "text/markdown": " reached an all-time high after unveiling its latest AI model, Gemini 2.0, and showcasing a new quantum computing chip called Willow.\n* Google has launched Gemini, formerly known as Bard, an AI chatbot that supports over 40 languages.\n* Alphabet's Q3 20", + "text/markdown": [ + " reached an all-time high after unveiling its latest AI model, Gemini 2.0, and showcasing a new quantum computing chip called Willow.\n", + "* Google has launched Gemini, formerly known as Bard, an AI chatbot that supports over 40 languages.\n", + "* Alphabet's Q3 20" + ], "text/plain": [ "" ] @@ -447,7 +523,10 @@ }, { "data": { - "text/markdown": "24 results showed a 15% increase in consolidated revenue year-over-year, reaching $88.3 billion. Google Services revenue increased by 13% to $76.5 billion.\n* Google Cloud's revenue exceeded $10 billion in a recent quarter, with over", + "text/markdown": [ + "24 results showed a 15% increase in consolidated revenue year-over-year, reaching $88.3 billion. Google Services revenue increased by 13% to $76.5 billion.\n", + "* Google Cloud's revenue exceeded $10 billion in a recent quarter, with over" + ], "text/plain": [ "" ] @@ -457,7 +536,14 @@ }, { "data": { - "text/markdown": " $1 billion in operating profit.\n* Alphabet announced a cash dividend of $0.20 per share in July 2024.\n\n**Financial Performance:**\n\n* In Q3 2024, Alphabet's consolidated revenue was $88.3 billion, a 1", + "text/markdown": [ + " $1 billion in operating profit.\n", + "* Alphabet announced a cash dividend of $0.20 per share in July 2024.\n", + "\n", + "**Financial Performance:**\n", + "\n", + "* In Q3 2024, Alphabet's consolidated revenue was $88.3 billion, a 1" + ], "text/plain": [ "" ] @@ -467,7 +553,11 @@ }, { "data": { - "text/markdown": "5% increase year-over-year.\n* Net income for Q3 2024 was $26.3 billion, compared to $19.7 billion a year ago.\n* For the nine months ended September 30, 2024, sales were $", + "text/markdown": [ + "5% increase year-over-year.\n", + "* Net income for Q3 2024 was $26.3 billion, compared to $19.7 billion a year ago.\n", + "* For the nine months ended September 30, 2024, sales were $" + ], "text/plain": [ "" ] @@ -477,7 +567,15 @@ }, { "data": { - "text/markdown": "253.5 billion, compared to $221.1 billion a year ago.\n* Google Cloud's revenue has surpassed $10 billion in a recent quarter.\n* Alphabet's revenue is primarily driven by Google Services, particularly advertising.\n\n**Stock Information:**\n\n* ", + "text/markdown": [ + "253.5 billion, compared to $221.1 billion a year ago.\n", + "* Google Cloud's revenue has surpassed $10 billion in a recent quarter.\n", + "* Alphabet's revenue is primarily driven by Google Services, particularly advertising.\n", + "\n", + "**Stock Information:**\n", + "\n", + "* " + ], "text/plain": [ "" ] @@ -487,7 +585,10 @@ }, { "data": { - "text/markdown": "Alphabet has two classes of stock: GOOG (Class C shares without voting rights) and GOOGL (Class A common stock).\n* As of today, December 17, 2024, the price of GOOG is around $198.16, and it has increased", + "text/markdown": [ + "Alphabet has two classes of stock: GOOG (Class C shares without voting rights) and GOOGL (Class A common stock).\n", + "* As of today, December 17, 2024, the price of GOOG is around $198.16, and it has increased" + ], "text/plain": [ "" ] @@ -497,7 +598,13 @@ }, { "data": { - "text/markdown": " by 4.31% in the past 24 hours.\n* The stock reached an all-time high on December 10, 2024.\n* Analysts' price targets for GOOG range from $185 to $240.\n\n**Key People", + "text/markdown": [ + " by 4.31% in the past 24 hours.\n", + "* The stock reached an all-time high on December 10, 2024.\n", + "* Analysts' price targets for GOOG range from $185 to $240.\n", + "\n", + "**Key People" + ], "text/plain": [ "" ] @@ -507,7 +614,14 @@ }, { "data": { - "text/markdown": ":**\n\n* **CEO:** Sundar Pichai\n* **Co-Founders:** Larry Page and Sergey Brin (remain board members and controlling shareholders)\n* **Chief Financial Officer:** Anat Ashkenazi\n* **Other Key Executives:** Philipp Schindler (Chief Business Officer, Google), Prabhakar", + "text/markdown": [ + ":**\n", + "\n", + "* **CEO:** Sundar Pichai\n", + "* **Co-Founders:** Larry Page and Sergey Brin (remain board members and controlling shareholders)\n", + "* **Chief Financial Officer:** Anat Ashkenazi\n", + "* **Other Key Executives:** Philipp Schindler (Chief Business Officer, Google), Prabhakar" + ], "text/plain": [ "" ] @@ -517,7 +631,16 @@ }, { "data": { - "text/markdown": " Raghavan (Chief Technologist, Google), Ruth M. Porat (President and Chief Investment Officer; CFO)\n\n**Competitive Landscape:**\n\nAlphabet's main competitors include:\n\n* **Other Big Tech Companies:** Apple, Microsoft, Meta, Amazon, IBM\n* **Software Companies:** SAP, Pal", + "text/markdown": [ + " Raghavan (Chief Technologist, Google), Ruth M. Porat (President and Chief Investment Officer; CFO)\n", + "\n", + "**Competitive Landscape:**\n", + "\n", + "Alphabet's main competitors include:\n", + "\n", + "* **Other Big Tech Companies:** Apple, Microsoft, Meta, Amazon, IBM\n", + "* **Software Companies:** SAP, Pal" + ], "text/plain": [ "" ] @@ -527,7 +650,14 @@ }, { "data": { - "text/markdown": "antir Technologies, Shopify, AppLovin, Infosys, CrowdStrike, Atlassian, Trade Desk, NetEase, Snowflake\n* **Other Competitors:** ByteDance, Zoom, Salesforce, Tencent, Adobe\n\n**Additional Information:**\n\n* Alphabet's headquarters is located at 160", + "text/markdown": [ + "antir Technologies, Shopify, AppLovin, Infosys, CrowdStrike, Atlassian, Trade Desk, NetEase, Snowflake\n", + "* **Other Competitors:** ByteDance, Zoom, Salesforce, Tencent, Adobe\n", + "\n", + "**Additional Information:**\n", + "\n", + "* Alphabet's headquarters is located at 160" + ], "text/plain": [ "" ] @@ -537,7 +667,13 @@ }, { "data": { - "text/markdown": "0 Amphitheatre Parkway in Mountain View, California, also known as the Googleplex.\n* Alphabet has a global presence with employees across six continents.\n* Alphabet is involved in investing in infrastructure, data management, analytics, and artificial intelligence (AI).\n\nThis report provides a comprehensive overview of Alphabet Inc", + "text/markdown": [ + "0 Amphitheatre Parkway in Mountain View, California, also known as the Googleplex.\n", + "* Alphabet has a global presence with employees across six continents.\n", + "* Alphabet is involved in investing in infrastructure, data management, analytics, and artificial intelligence (AI).\n", + "\n", + "This report provides a comprehensive overview of Alphabet Inc" + ], "text/plain": [ "" ] @@ -547,7 +683,10 @@ }, { "data": { - "text/markdown": ". as of December 17, 2024.\n---\n", + "text/markdown": [ + ". as of December 17, 2024.\n", + "---\n" + ], "text/plain": [ "" ] @@ -770,7 +909,69 @@ "outputs": [ { "data": { - "text/markdown": "**Company Report: Alphabet Inc.**:**\n\nAlphabet Inc. is a multinational technology conglomerate holding company headquartered in Mountain View, California. It was created through a restructuring of Google on October 2, 2015, becoming the parent company of Google and several former Google subsidiaries. Alphabet is the world's second-largest technology company by revenue, after Apple, and one of the world's most valuable companies. It is considered one of the Big Five American information technology companies, alongside Amazon, Apple, Meta, and Microsoft.\n\n**Founding and Restructuring:**\n\nWhile Google was founded in 1998 by Larry Page and Sergey Brin, Alphabet Inc. was formed on October 2, 2015, as a restructuring to make the core Google business \"cleaner and more accountable\" while allowing greater autonomy to other ventures. In December 2019, Larry Page and Sergey Brin stepped down from their executive roles, and Sundar Pichai, who was already CEO of Google, became CEO of both Google and Alphabet. Page and Brin remain employees, board members, and controlling shareholders.\n\n**Business Segments:**\n\nAlphabet operates through three main reportable segments:\n\n* **Google Services:** This segment includes Google's core internet products such as ads, Android, Chrome, hardware, Google Cloud, Google Maps, Google Play, Search, and YouTube. This is the most profitable segment, with revenue primarily generated from advertising on Google Search and YouTube, as well as subscriptions and smartphone sales.\n* **Google Cloud:** This segment provides cloud services for businesses, including office software and computing platforms. Google Cloud's quarterly revenues have recently surpassed \\$10 billion, and it is showing strong growth.\n* **Other Bets:** This segment includes various cutting-edge technology innovation ventures at different stages of development, such as Access, Calico, CapitalG, GV, Verily, Waymo, and X. This segment often posts operating losses.\n\n**Recent News and Developments:**\n\n* Alphabet's stock recently reached an all-time high after unveiling its latest AI model, Gemini 2.0, and showcasing a new quantum computing chip called Willow.\n* Google has launched Gemini, formerly known as Bard, an AI chatbot that supports over 40 languages.\n* Alphabet's Q3 2024 results showed a 15% increase in consolidated revenue year-over-year, reaching \\$88.3 billion. Google Services revenue increased by 13% to \\$76.5 billion.\n* Google Cloud's revenue exceeded \\$10 billion in a recent quarter, with over \\$1 billion in operating profit.\n* Alphabet announced a cash dividend of \\$0.20 per share in July 2024.\n\n**Financial Performance:**\n\n* In Q3 2024, Alphabet's consolidated revenue was \\$88.3 billion, a 15% increase year-over-year.\n* Net income for Q3 2024 was \\$26.3 billion, compared to \\$19.7 billion a year ago.\n* For the nine months ended September 30, 2024, sales were \\$253.5 billion, compared to \\$221.1 billion a year ago.\n* Google Cloud's revenue has surpassed \\$10 billion in a recent quarter.\n* Alphabet's revenue is primarily driven by Google Services, particularly advertising.\n\n**Stock Information:**\n\n* Alphabet has two classes of stock: GOOG (Class C shares without voting rights) and GOOGL (Class A common stock).\n* As of today, December 17, 2024, the price of GOOG is around \\$198.16, and it has increased by 4.31% in the past 24 hours.\n* The stock reached an all-time high on December 10, 2024.\n* Analysts' price targets for GOOG range from \\$185 to \\$240.\n\n**Key People:**\n\n* **CEO:** Sundar Pichai\n* **Co-Founders:** Larry Page and Sergey Brin (remain board members and controlling shareholders)\n* **Chief Financial Officer:** Anat Ashkenazi\n* **Other Key Executives:** Philipp Schindler (Chief Business Officer, Google), Prabhakar Raghavan (Chief Technologist, Google), Ruth M. Porat (President and Chief Investment Officer; CFO)\n\n**Competitive Landscape:**\n\nAlphabet's main competitors include:\n\n* **Other Big Tech Companies:** Apple, Microsoft, Meta, Amazon, IBM\n* **Software Companies:** SAP, Palantir Technologies, Shopify, AppLovin, Infosys, CrowdStrike, Atlassian, Trade Desk, NetEase, Snowflake\n* **Other Competitors:** ByteDance, Zoom, Salesforce, Tencent, Adobe\n\n**Additional Information:**\n\n* Alphabet's headquarters is located at 1600 Amphitheatre Parkway in Mountain View, California, also known as the Googleplex.\n* Alphabet has a global presence with employees across six continents.\n* Alphabet is involved in investing in infrastructure, data management, analytics, and artificial intelligence (AI).\n\nThis report provides a comprehensive overview of Alphabet Inc", + "text/markdown": [ + "**Company Report: Alphabet Inc.**:**\n", + "\n", + "Alphabet Inc. is a multinational technology conglomerate holding company headquartered in Mountain View, California. It was created through a restructuring of Google on October 2, 2015, becoming the parent company of Google and several former Google subsidiaries. Alphabet is the world's second-largest technology company by revenue, after Apple, and one of the world's most valuable companies. It is considered one of the Big Five American information technology companies, alongside Amazon, Apple, Meta, and Microsoft.\n", + "\n", + "**Founding and Restructuring:**\n", + "\n", + "While Google was founded in 1998 by Larry Page and Sergey Brin, Alphabet Inc. was formed on October 2, 2015, as a restructuring to make the core Google business \"cleaner and more accountable\" while allowing greater autonomy to other ventures. In December 2019, Larry Page and Sergey Brin stepped down from their executive roles, and Sundar Pichai, who was already CEO of Google, became CEO of both Google and Alphabet. Page and Brin remain employees, board members, and controlling shareholders.\n", + "\n", + "**Business Segments:**\n", + "\n", + "Alphabet operates through three main reportable segments:\n", + "\n", + "* **Google Services:** This segment includes Google's core internet products such as ads, Android, Chrome, hardware, Google Cloud, Google Maps, Google Play, Search, and YouTube. This is the most profitable segment, with revenue primarily generated from advertising on Google Search and YouTube, as well as subscriptions and smartphone sales.\n", + "* **Google Cloud:** This segment provides cloud services for businesses, including office software and computing platforms. Google Cloud's quarterly revenues have recently surpassed \\$10 billion, and it is showing strong growth.\n", + "* **Other Bets:** This segment includes various cutting-edge technology innovation ventures at different stages of development, such as Access, Calico, CapitalG, GV, Verily, Waymo, and X. This segment often posts operating losses.\n", + "\n", + "**Recent News and Developments:**\n", + "\n", + "* Alphabet's stock recently reached an all-time high after unveiling its latest AI model, Gemini 2.0, and showcasing a new quantum computing chip called Willow.\n", + "* Google has launched Gemini, formerly known as Bard, an AI chatbot that supports over 40 languages.\n", + "* Alphabet's Q3 2024 results showed a 15% increase in consolidated revenue year-over-year, reaching \\$88.3 billion. Google Services revenue increased by 13% to \\$76.5 billion.\n", + "* Google Cloud's revenue exceeded \\$10 billion in a recent quarter, with over \\$1 billion in operating profit.\n", + "* Alphabet announced a cash dividend of \\$0.20 per share in July 2024.\n", + "\n", + "**Financial Performance:**\n", + "\n", + "* In Q3 2024, Alphabet's consolidated revenue was \\$88.3 billion, a 15% increase year-over-year.\n", + "* Net income for Q3 2024 was \\$26.3 billion, compared to \\$19.7 billion a year ago.\n", + "* For the nine months ended September 30, 2024, sales were \\$253.5 billion, compared to \\$221.1 billion a year ago.\n", + "* Google Cloud's revenue has surpassed \\$10 billion in a recent quarter.\n", + "* Alphabet's revenue is primarily driven by Google Services, particularly advertising.\n", + "\n", + "**Stock Information:**\n", + "\n", + "* Alphabet has two classes of stock: GOOG (Class C shares without voting rights) and GOOGL (Class A common stock).\n", + "* As of today, December 17, 2024, the price of GOOG is around \\$198.16, and it has increased by 4.31% in the past 24 hours.\n", + "* The stock reached an all-time high on December 10, 2024.\n", + "* Analysts' price targets for GOOG range from \\$185 to \\$240.\n", + "\n", + "**Key People:**\n", + "\n", + "* **CEO:** Sundar Pichai\n", + "* **Co-Founders:** Larry Page and Sergey Brin (remain board members and controlling shareholders)\n", + "* **Chief Financial Officer:** Anat Ashkenazi\n", + "* **Other Key Executives:** Philipp Schindler (Chief Business Officer, Google), Prabhakar Raghavan (Chief Technologist, Google), Ruth M. Porat (President and Chief Investment Officer; CFO)\n", + "\n", + "**Competitive Landscape:**\n", + "\n", + "Alphabet's main competitors include:\n", + "\n", + "* **Other Big Tech Companies:** Apple, Microsoft, Meta, Amazon, IBM\n", + "* **Software Companies:** SAP, Palantir Technologies, Shopify, AppLovin, Infosys, CrowdStrike, Atlassian, Trade Desk, NetEase, Snowflake\n", + "* **Other Competitors:** ByteDance, Zoom, Salesforce, Tencent, Adobe\n", + "\n", + "**Additional Information:**\n", + "\n", + "* Alphabet's headquarters is located at 1600 Amphitheatre Parkway in Mountain View, California, also known as the Googleplex.\n", + "* Alphabet has a global presence with employees across six continents.\n", + "* Alphabet is involved in investing in infrastructure, data management, analytics, and artificial intelligence (AI).\n", + "\n", + "This report provides a comprehensive overview of Alphabet Inc" + ], "text/plain": [ "" ] @@ -946,9 +1147,11 @@ "source": [ "## Next Steps\n", "\n", - "* To learn more about the search tool, check out the [Search tool introduction](https://ai.google.dev/gemini-api/docs/models/gemini-v2#search-tool).\n", + "* To learn more about the search tool, check out the [Search tool documentation](https://ai.google.dev/gemini-api/docs/models/gemini-v2#search-tool).\n", + "* To get started with streaming, check out the [Streaming Quickstart](../quickstarts/Streaming.ipynb).\n", "* To get started with the search tool, check out the [Search tool quick start](https://github.com/google-gemini/cookbook/blob/main/gemini-2/search_tool.ipynb).\n", - "* To see how much easier and more powerful the search tool in Gemini 2.0 is than the previous search grounding feature, compare this tutorial with the [previous example](../examples/Search_grounding_for_research_report.ipynb)." + "* To see how much easier and more powerful the search tool in Gemini 2.0 is than the previous search grounding feature, compare this tutorial with the [previous example](../examples/Search_grounding_for_research_report.ipynb).\n", + "* To learn more about all the new Gemini 2.0 features, check out the [Gemini 2.0 quickstart notebooks](../gemini-2/)." ] } ],