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https://github.com/vikpires/ds_openai-azure

Exploring generative AI with Azure Open AI through the Azure AI Foundry Portal
https://github.com/vikpires/ds_openai-azure

ai900 azure azure-openai data-science dio-bootcamp

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Exploring generative AI with Azure Open AI through the Azure AI Foundry Portal

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README 

        
# Azure Open AI



> Challenge created as part of the Microsoft AI Fundamentals Bootcamp by DIO, based on the tutorials:



- [Explore generative AI in Azure AI Foundry Portal](https://aka.ms/ai900-bing-copilot)



---



## 1. Explore generative AI in Azure AI Foundry Portal



### 1.1. Create a project in Azure AI Foundry portal



- Navigate to [Azure AI Froundry](https://ai.azure.com/).



- Create a project and new hub



- After the resources are created, you will be brought to your project’s Overview page. On the left-hand menu on the screen, select *Playgrounds*.





     



Azure AI Froundry Playgrounds



### 1.2. Explore generative AI in Azure AI Foundry’s chat playground



- In Azure AI Foundry’s Playgrounds page, select **Try the Chat playground**. 



- In order to use *Chat playground*, you need to associate it with a deployed model. In the *Chat playground*, select **Create a deployment**. Search for and select **gpt-4**.



- In the *Deploy model* window, keep the default naming and selection and select **Deploy**



- In the chat playground, you can use your deployed model when it appears in the Deployment selection menu.



### 1.3. Using generative AI



Let’s try generating a resonse using a prompt with a specific goal.



**Prompt 01:**



```

I'm planning to travel to Japan in December. Can you make a checklist of everything I need to do?

```



**Output:**



```

Sure! Here's a checklist to help you prepare for your trip to Japan in December:  

   

1. Passport: Ensure your passport is valid for at least six months beyond your travel dates.  

   

2. Visa: Check if you need a tourist visa to enter Japan and apply for one if necessary.  

   

3. Flights: Book your flights to and from Japan.  

   

4. Accommodations: Reserve hotels or other accommodations for your stay.  

   

5. Travel insurance: Purchase travel insurance that covers medical expenses, trip cancellations, and lost luggage.  

   

6. Vaccinations: Consult with a healthcare provider to ensure you are up-to-date on routine vaccinations and any recommended for travel to Japan.  

   

7. Currency exchange: Exchange some money for Japanese yen or plan to withdraw cash from ATMs upon arrival.  

   

8. Transportation: Research and plan transportation options within Japan, such as trains, buses, or car rentals.  

   

9. Itinerary: Plan your itinerary, including must-see attractions, cultural experiences, and any events or festivals happening in December.  

   

10. Packing: Make a packing list that includes warm clothing, comfortable shoes, travel adaptors, and any necessary medications.  

   

11. Language: Learn some basic Japanese phrases or download a translation app to help you communicate while in Japan.  

   

12. COVID-19 guidelines: Stay updated on any travel restrictions or health guidelines related to COVID-19.  

   

13. Notify bank: Inform your bank and credit card companies about your travel dates to avoid any issues with using your cards abroad.  

   

14. Copies of important documents: Make copies of important documents like your passport, visa, and travel insurance, and keep them separate from the originals.  

   

15. Mobile phone: Check with your mobile phone provider about international roaming or consider renting a portable Wi-Fi device in Japan.  

   

By following this checklist, you can ensure a smooth and enjoyable trip to Japan in December. Safe travels!

```





---



Now, let’s iterate based on previous prompts and responses to refine the result. 



**Prompt 02:**



```

Can you give me more information about the item 7?

```



**Output:**



```

Yes! Here’s what you need to know about currency exchange in Japan:  



1. Currency Used 

Japan’s official currency is the Japanese Yen (JPY, ¥). Banknotes come in denominations of ¥1,000, ¥2,000 (rare), ¥5,000, and ¥10,000, while coins are ¥1, ¥5, ¥10, ¥50, ¥100, and ¥500.  



2. Where to Exchange Money

- Airports: You can exchange money at major airports like Narita (Tokyo), Haneda (Tokyo), and Kansai (Osaka). The rates may not be the best but are convenient.  

- Banks & Post Offices: Many banks and post offices offer currency exchange services, but they may have limited operating hours.  

- Currency Exchange Counters: You can find money exchange kiosks in popular tourist areas, such as Shinjuku, Shibuya, and Akihabara in Tokyo.  

- ATMs: ATMs at **7-Eleven, Japan Post Bank, and FamilyMart (E-net ATMs)** accept most international debit/credit cards and often offer competitive exchange rates.  



3. Best Ways to Exchange Money 

- Bring some cash in your local currency and exchange it upon arrival. 

- Use a debit/credit card with low foreign exchange fees at ATMs. Visa, Mastercard, and American Express are widely accepted, though some places may prefer cash.  

- Avoid exchanging money at hotels, as their rates are usually unfavorable.  



4. Credit Cards & Mobile Payments  

- Credit cards (Visa, Mastercard, JCB, AMEX) are widely accepted in cities but not always in rural areas.  

- Suica and Pasmo IC Cards (prepaid transit cards) can also be used for small purchases.  

- Mobile payments like Apple Pay, Google Pay, PayPay, and Line Pay are becoming more popular.  



5. Exchange Rate Tips 

- Check exchange rates before your trip using websites like XE.com or your bank’s app.  

- Avoid airport kiosks if possible, as their rates tend to be higher.  

- Consider using a multi-currency travel card** like Wise or Revolut for better exchange rates.  

```





---



To finish, let’s try to add context to maximize the relevance of the response.



**Prompt 03:**



```

 What three places do you recommend I stay in Japan to be within walking distance to historical attractions? Explain your reasoning.



```



**Output:**



```

If you're looking for places to stay in Japan that are within walking distance of historical attractions, here are my top three recommendations:  



1. Gion, Kyoto  

📍 Why Stay Here? 

Gion is Kyoto’s famous geisha district, known for its well-preserved traditional streets, temples, and tea houses. Staying here allows you to walk to some of Japan’s most iconic historical sites while soaking in the old-world charm.  



🏯 Nearby Historical Attractions (All Walkable) 

- Kiyomizu-dera Temple – A UNESCO World Heritage Site with stunning hillside views.  

- Yasaka Shrine – A beautiful Shinto shrine with vibrant festivals.  

- Kennin-ji Temple – Kyoto’s oldest Zen temple, founded in 1202.  

- Ninenzaka & Sannenzaka Streets – Historic shopping streets with Edo-period architecture.  



🛏 Where to Stay? 

- Luxury: Hoshinoya Kyoto (traditional ryokan experience)  

- Mid-range: Gion Hatanaka (close to Yasaka Shrine)  

- Budget: Guesthouse Soi (traditional Japanese-style stay)  



---



2. Asakusa, Tokyo  

📍 Why Stay Here? 

Asakusa is Tokyo’s most historic district, home to Senso-ji, Tokyo’s oldest Buddhist temple. It offers a mix of tradition and modern conveniences, with great street food, shopping, and a direct connection to other parts of Tokyo.  



🏯 Nearby Historical Attractions (All Walkable)  

- Senso-ji Temple – Tokyo’s most famous and oldest Buddhist temple.  

- Nakamise Shopping Street – A historic shopping street dating back to the Edo period.  

- Sumida Park – Perfect for cherry blossom season with views of Tokyo Skytree.  

- Edo-Tokyo Museum (short walk) – Learn about Tokyo’s transformation from Edo-era to modern times.  



🛏 Where to Stay? 

- Luxury: The Gate Hotel Asakusa Kaminarimon  

- Mid-range: Richmond Hotel Asakusa  

- Budget: K’s House Tokyo (hostel with private rooms)  



---



3. Nara Park Area, Nara

Why Stay Here? 

Nara was Japan’s first capital (710-784 AD) and is filled with ancient temples, shrines, and friendly roaming deer. Staying near Nara Park lets you experience Japan’s oldest cultural treasures without needing transportation.  



🏯 Nearby Historical Attractions (All Walkable)  

- Todai-ji Temple – Home to the Great Buddha (Daibutsu), one of Japan’s most famous landmarks.  

- Kasuga Taisha Shrine – An ancient Shinto shrine with thousands of stone lanterns.  

- Kofuku-ji Temple – A beautiful 5-story pagoda and former headquarters of the Fujiwara clan.  

- Naramachi – A preserved historic district with Edo-period merchant houses.  



🛏 Where to Stay? 

- Luxury: Nara Hotel (historic hotel, once visited by emperors and royalty)  

- Mid-range: Setre Naramachi  

- Budget: Guesthouse Nara Backpackers (traditional Machiya house)  



---



Final Thoughts  

- If you love traditional tea houses and geisha culture, stay in Gion, Kyoto.  

- If you want a mix of city life and history, stay in Asakusa, Tokyo.  

- If you prefer a peaceful, nature-filled atmosphere with ancient temples, stay in 

Nara Park, Nara.  

```