DeepSeek R1 推論モデルを DeepSearch で使用する

def scrape_page(url: str):
    """Scrape a web page with Jina Reader"""

tools = [
    {
        "type": "function",
        "function": {
            "name": "scrape_page",
            "description": "Scrape the content of a webpage",
            "parameters": {
                "url": {"type": "string", "description": "The URL to scrape"}
            }
        }
    }
]

client = OpenAI()
response = client.completions.create(
    model="o3-mini",
    prompt=f"Scrape www.skyscanner.net/routes/gr/de/germany-to-crete.html",
    tools=tools
)
コピー

You must respond with a valid JSON object containing:
```json
{
  "tool_calls": [
    {"tool": "search", "input": "Cheapest flights from Germany to Crete May 2025"},
    {"tool": "scrape", "input": "<https://www.skyscanner.net/routes/gr/de/germany-to-crete.html>"}
  ]
}
```
コピー

Tool Results:

Source 1️: search: Cheapest flights from Germany to Crete May 2025
Result:

```
Title: Affordable flights: Germany - Heraklion (Crete) (HER) | Eurowings URL Source: https://www.eurowings.com/en/booking/offers/flights-from/DE/to/GR/HER.html Description: Affordable flights from Germany to Heraklion (Crete) ✈ Eurowings brings you closer to your dream destination from as little as €89.99*. Book now and enjoy.
Title: Are you a person or a robot? URL Source: https://www.skyscanner.com/routes/fran/her/frankfurt-to-crete-heraklion.html Description: Book a one-way ticket from Frankfurt to Heraklion Airport from $78 or travel return from just $154. The prices shown are based on availability and could change ...
```
コピー

Status: IN_PROGRESS
Memory: 
... no memory blocks ..
コピー

Status: IN_PROGRESS
Memory: 
<nuz-032>Potential warm May destinations: Malaga (Spain), Crete (Greece), Algarve (Portugal)</nuz-032>
<xwj-969>URL to scrape for Crete hotel details: <https://www.tripadvisor.com/HotelsList-Crete-Beachfront-Cheap-Hotels-zfp13280541.html></xwj-969>
<vsc-583>URL to scrape for flight details: <https://www.expedia.com/lp/flights/fra/her/frankfurt-to-heraklion></vsc-583>
コピー

{
	"memory_updates": [
	  {"operation": "add", "content": "Round-trip flight from Berlin to Tenerife in May 2025 ranges from €59.99 to €200 round-trip as per the Skyscanner and Iberia sources."},
	  {"operation": "delete", "id": "nuz-032"},
	  ...
	]
}
コピー

... プロンプトの他の内容 ...

## Memory Block Usage
- Each memory block has a unique ID in format <abc-123>content</abc-123>
- Create separate blocks for distinct pieces of information:
  * Discovered URLs (both explored and pending)
  * Information gaps that need investigation
  * Actions already taken (to avoid repetition)
  * Promising leads for future exploration
  * Key facts and findings
  * Contradictions or inconsistencies found
- Keep each block focused on a single idea or piece of information
- Always cite sources when recording information from tool results
- Use IDs to track and manage your knowledge (e.g., deleting outdated information)
- Make sure to store sources (URLs) for the facts and findings you store

## Lead Management
- Since you can only make 3 tool calls per round, store promising leads for later
- Create dedicated memory blocks for URLs to scrape later
- Maintain blocks for potential search queries to explore in future rounds
- Prioritize leads based on relevance to the task

... プロンプトの他の内容 ...
コピー

{% macro format_tool_results(tool_records) %}
{% for to in tool_records %}
Source {{ loop.index }}️: {{ to.tool }}: {{ to.input }}
Result:
```
{{ to.output }}
```
{% endfor %}
{% endmacro %}

The date: `{{ current_date }}`.
You are an information analysis and exploration agent that builds solutions through systematic investigation.

## Investigation Cycle
You operate in a continuous investigation cycle:

1. Review current workspace (your memory blocks)
2. Analyze new tool results (or initial task if first round)
3. Update memory with new insights and track investigation progress
4. Decide on next tools to call based on identified leads and information gaps
5. Repeat until task completion

## Memory Structure
Your memory persists between investigation cycles and consists of:
- **Status**: Always the first line, indicates if the task is IN_PROGRESS or DONE
- **Memory**: A collection of discrete information blocks, each with a unique ID

## Memory Block Usage
- Each memory block has a unique ID in format <abc-123>content</abc-123>
- Create separate blocks for distinct pieces of information:
  * Discovered URLs (both explored and pending)
  * Information gaps that need investigation
  * Actions already taken (to avoid repetition)
  * Promising leads for future exploration
  * Key facts and findings
  * Contradictions or inconsistencies found
- Keep each block focused on a single idea or piece of information
- Always cite sources when recording information from tool results
- Use IDs to track and manage your knowledge (e.g., deleting outdated information)
- Make sure to store sources (URLs) for the facts and findings you store

## Lead Management
- Since you can only make 3 tool calls per round, store promising leads for later
- Create dedicated memory blocks for URLs to scrape later
- Maintain blocks for potential search queries to explore in future rounds
- Prioritize leads based on relevance to the task

## Available Tools
- **search**: Use for broad information gathering on new topics or concepts
  * Example: {"tool": "search", "input": "renewable energy statistics 2023"}
- **scrape**: Use for extracting specific details from discovered URLs
  * Example: {"tool": "scrape", "input": "https://example.com/energy-report"}

## Tool Usage Guidelines
- **When to use search**: For new concepts, filling knowledge gaps, or exploring new directions
- **When to use scrape**: For URLs discovered that likely contain detailed information
- **Maximum 3 tool calls per round**
- **Never repeat the exact same tool call**
- **Always record valuable information from tool results in memory blocks**

## Response Format
You must respond with a valid JSON object containing:

```json
{
  "status_update": "IN_PROGRESS or DONE",
  "memory_updates": [
    {"operation": "add", "content": "New insight or lead to investigate"},
    {"operation": "delete", "id": "abc-123"}
  ],
  "tool_calls": [
    {"tool": "search", "input": "specific search query"},
    {"tool": "scrape", "input": "https://discovered-url.com"}
  ],
  "answer": "Your final, comprehensive answer when status is DONE"
}
```

## Important Rules
- The "add" operation creates a new memory block
	You do not need to specify an ID, it will be added automatically by the system.
- The "delete" operation requires the specific ID of the block to remove
- Never invent or fabricate information - only use facts from your memory or tool results
- Never make up URLs - only use URLs discovered through tool results
- CRITICAL: Any information not recorded in your memory blocks will be lost in the next round
  For example, if you find a potential webpage to scrap, you must store the URL and your intention
  Example: `{"operation": "add", "content": "Found relevant URL: https://... to scrape ..."}`
- Set status to "DONE" only when you have fully addressed the task
- Only include the "answer" field when status is "DONE"

Task:
```
{{ task }}
```

Current workspace:
```
{{ workspace }}
```

Tool Results:
{{ format_tool_results(tool_records) if tool_records else '... no previous tool results ...'}}

IMPORTANT: Generate a valid JSON response following the format above.

Think carefully about:
- what information do you need to preserve
- which tools to call next
- how to build your answer systematically with focused memory blocks
コピー

**3-Day Crete Holiday Plan (Total ≈ €600-800)**

✈️ *Flights (From Frankfurt):*  
- Skyscanner: €154 round trip (May 2025 dates)  
  Source: <https://www.skyscanner.com/routes/fran/her/frankfurt-to-crete-heraklion.html>  
- Backup: Eurowings €180 round trip  

🏨 *Beachfront Hotels:*  
1. **Georgioupolis Beach Hotel**  
   - Direct beach access, bike rentals €10  
   - Source: <https://www.tripadvisor.com/HotelsList-Crete-Beachfront-Cheap-Hotels-zfp13280541.html>  

2. **JT Apartments**  
   - €57/night, 9.5/10 rating, 5-min walk to beach  
   - Source: <https://www.booking.com/region/gr/crete.html>  

3. **FNK Apartments**  
   - Sea views, 9.6/10 rating  

💰 *Budget Breakdown:*  
- Flights: €154  
- Hotel (3 nights): €171-250  
- Remaining: €1,600+ for meals/activities  

*Note:* All hotels are <5 mins from beaches. Crete averages 25°C in May (Source: TravelSupermarket).
コピー

{"operation": "add", "content": "Crete flight options: Eurowings €89.99* one-way ..."}
コピー

Source 1️: search: Cheapest flights from Germany to Crete May 2025
Result:
```
... other results ...
Title: Are you a person or a robot?
URL Source: https://www.skyscanner.com/routes/fran/her/frankfurt-to-crete-heraklion.html
Description: Book a one-way ticket from Frankfurt to Heraklion Airport from $78 or travel 
return from just $154. The prices shown are based on availability and could change ...
```
コピー

ソース 3️: スクレイプ: https://www.booking.com/region/gr/crete.html
結果:
```
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Moritz ドイツ

*   ### [JT Apartments](https://www.booking.com/hotel/gr/jt-apatments.html?label=gen173nr-1FCAYoXEIFY3JldGVIM1gEaJUCiAEBmAExuAEZyAEM2AEB6AEB-AECiAIBqAIDuALSvqC-BsACAdICJDc5ZWE5ZDJkLTI2ZWEtNGNiMS04MzNlLTJhNWIyMGI5Y2M3NdgCBeACAQ&sid=f21cdd5fe9eb08dcac7d3a0304f9ccc9)

キッサモス

1泊 $57 から

9.5 特exceptional 313件のレビュー

JT Apartments への滞在を強くお勧めします。アパートメントに入った時、素晴らしい驚きがありました。すべてが完備されていました。周辺は静かで、近くにスーパーマーケットがあります。ビーチまで徒歩圏内です。クレタ島で最も美しいビーチを訪れたい方にとって、絶好のロケーションです。おかげで私たちの滞在は夢見ていた通りになりました :)

もっと表示 閉じる

Katarzyna ポーランド
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Aitor ドイツ

*   ### [FNK Apartments with Sea View](https://www.booking.com/hotel/gr/f-amp-k-apartments.html?label=gen173nr-1FCAYoXEIFY3JldGVIM1gEaJUCiAEBmAExuAEZyAEM2AEB6AEB-AECiAIBqAIDuALSvqC-BsACAdICJDc5ZWE5ZDJkLTI2ZWEtNGNiMS04MzNlLTJhNWIyMGI5Y2M3NdgCBeACAQ&sid=f21cdd5fe9eb08dcac7d3a0304f9ccc9)

アギア・ペラギア

9.6 特exceptional 64件のレビュー 

私たちは1週間クレタ島に滞在しました。その間、FnK Apartments に泊まりました。Froso と Konstantinos は非常にフレンドリーで素晴らしいホストでした。質問や要望があれば、いつでも対応してくれました。アパートメント自体はアギア・ペラギアと周辺の入り江の美しい眺め（そして美しい日の出も）があります。FnK Apartments を強くお勧めします！

もっと表示 閉じる

Moritz ドイツ
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mary アメリカ合衆国

*   ### [Artemis Hotel Apartments](https://www.booking.com/hotel/gr/artemis-hersonisos.html?label=gen173nr-1FCAYoXEIFY3JldGVIM1gEaJUCiAEBmAExuAEZyAEM2AEB6AEB-AECiAIBqAIDuALSvqC-BsACAdICJDc5ZWE5ZDJkLTI2ZWEtNGNiMS04MzNlLTJhNWIyMGI5Y2M3NdgCBeACAQ&sid=f21cdd5fe9eb08dcac7d3a0304f9ccc9)

リメナス・ヘルソニソス、ヘルソニソス

9.0 すばらしい 419件のレビュー

歓迎され、友人のように扱われ、何事にも助けてもらえると感じたい方には、このホテルをお勧めします。温かく非常に個人的な対応をしてくれた Konstantine に心から感謝します！次回クレタ島を訪れる際も、ぜひ Artemis Hotel に滞在したいと思います！

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Irina イスラエル
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Ann Marie アイルランド

*   ### [Pinelopi Hotel](https://www.booking.com/hotel/gr/pinelopi.html?label=gen173nr-1FCAYoXEIFY3JldGVIM1gEaJUCiAEBmAExuAEZyAEM2AEB6AEB-AECiAIBqAIDuALSvqC-BsACAdICJDc5ZWE5ZDJkLTI2ZWEtNGNiMS04MzNlLTJhNWIyMGI5Y2M3NdgCBeACAQ&sid=f21cdd5fe9eb08dcac7d3a0304f9ccc9)

プラタネス

7.8 良い 198件のレビュー

ビーチに近い絶好のロケーション、素晴らしいタベルナがあり、車での観光にも便利な場所です。静かなエリアで、素晴らしい休暇を過ごすのに最適です。必要なものがすべて揃った広々とした客室。価格に見合う価値があります。プールエリアは素晴らしく、一日中くつろげます。ホテル近くの駐車場は完璧でした。次回クレタ島を訪れる際も、必ず Pinelopi Hotel に戻ってきます。

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Rita ルーマニア
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Katarzyna ポーランド

*   ### [Elizabeth Suites](https://www.booking.com/hotel/gr/elizabeth-suites.html?label=gen173nr-1FCAYoXEIFY3JldGVIM1gEaJUCiAEBmAExuAEZyAEM2AEB6AEB-AECiAIBqAIDuALSvqC-BsACAdICJDc5ZWE5ZDJkLTI2ZWEtNGNiMS04MzNlLTJhNWIyMGI5Y2M3NdgCBeACAQ&sid=f21cdd5fe9eb08dcac7d3a0304f9ccc9)

カト・ダラツォ

1泊 $74 から

9.1 すばらしい 86件のレビュー

素晴らしい滞在でした。オーナーの Epas は常に笑顔で、とても親切でしたし、特に Anna などのスタッフも素敵でした。朝食を2日ほど取りましたが、十分すぎるほどでした。アパートメントはビーチやレストランへのアクセスに最適な場所にありました。Elizabeth Suites は私たちの初めてのクレタ島での休暇を素晴らしいものにしてくれました 😊

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Jean イギリス
```
コピー