Inference

0197ea57-65dc-75b1-9c5f-59b632bc9cab
Function
my_function_name· chat
Variant
my_variant_name· chat_completion
Episode
0197e611-c431-78d2-93c6-eab1e8f48e90
Usage
10567 tok
81 tok
3727 ms
Timestamp
Jul 8, 2025 · 02:01:25 PM

Input

Messages

user
Text
h
assistant
Text
Hello! I see you've sent just "h" - that's quite brief! How can I help you today? I have access to the internet now and can fetch web pages and information for you. Is there something specific you'd like to know about, search for, or any website you'd like me to look at?
user
Text
hello
assistant
Text
Hello! Nice to meet you! 👋 How can I assist you today? I'm here to help with a variety of tasks, and I now have internet access so I can: - Look up current information from websites - Research topics for you - Fetch content from specific URLs - Answer questions using the most up-to-date information available online What would you like to explore or learn about?
user
Text
what is the best way to architecht for my ai agent application, can you help me with that.
assistant
Text
I'd be happy to help you architect your AI agent application! This is a great question and the architecture will depend on your specific use case, but I can provide you with some general best practices and common patterns. Let me first fetch some current information about AI agent architectures to give you the most up-to-date guidance.
Tool Call
Name:fetch-fetch
ID:tooluse_PNECu6xtSNuXb2EKA4Za9Q
Args:
{
  "url": "https://docs.langchain.com/docs/use-cases/agents"
}
user
Tool Result
Name:fetch-fetch
ID:tooluse_PNECu6xtSNuXb2EKA4Za9Q
Result:
Failed to fetch https://docs.langchain.com/docs/use-cases/agents - status code 404
assistant
Text
Let me try a different source for current AI agent architecture patterns:
Tool Call
Name:fetch-fetch
ID:tooluse_n4N902CTS925c6mfFzEUqg
Args:
{
  "url": "https://python.langchain.com/docs/modules/agents/"
}
user
Tool Result
Name:fetch-fetch
ID:tooluse_n4N902CTS925c6mfFzEUqg
Result:
Failed to fetch https://python.langchain.com/docs/modules/agents/ - status code 404
assistant
Text
Let me search for some current best practices on AI agent architecture:
Tool Call
Name:fetch-fetch
ID:tooluse_9qzazJGbRWys3yz5dldfkA
Args:
{
  "url": "https://github.com/microsoft/autogen"
}
user
Tool Result
Name:fetch-fetch
ID:tooluse_9qzazJGbRWys3yz5dldfkA
Result:
Contents of https://github.com/microsoft/autogen:
**Important:** This is the official project. We are not affiliated with any fork or startup. See our [statement](https://x.com/pyautogen/status/1857264760951296210).

## AutoGen

**AutoGen** is a framework for creating multi-agent AI applications that can act autonomously or work alongside humans.

## Installation

AutoGen requires **Python 3.10 or later**.

```
# Install AgentChat and OpenAI client from Extensions
pip install -U "autogen-agentchat" "autogen-ext[openai]"
```

The current stable version is v0.4. If you are upgrading from AutoGen v0.2, please refer to the [Migration Guide](https://microsoft.github.io/autogen/stable/user-guide/agentchat-user-guide/migration-guide.html) for detailed instructions on how to update your code and configurations.

```
# Install AutoGen Studio for no-code GUI
pip install -U "autogenstudio"
```

## Quickstart

### Hello World

Create an assistant agent using OpenAI's GPT-4o model. See [other supported models](https://microsoft.github.io/autogen/stable/user-guide/agentchat-user-guide/tutorial/models.html).

```
import asyncio
from autogen_agentchat.agents import AssistantAgent
from autogen_ext.models.openai import OpenAIChatCompletionClient

async def main() -> None:
    model_client = OpenAIChatCompletionClient(model="gpt-4o")
    agent = AssistantAgent("assistant", model_client=model_client)
    print(await agent.run(task="Say 'Hello World!'"))
    await model_client.close()

asyncio.run(main())
```

### Web Browsing Agent Team

Create a group chat team with a web surfer agent and a user proxy agent
for web browsing tasks. You need to install [playwright](https://playwright.dev/python/docs/library).

```
# pip install -U autogen-agentchat autogen-ext[openai,web-surfer]
# playwright install
import asyncio
from autogen_agentchat.agents import UserProxyAgent
from autogen_agentchat.conditions import TextMentionTermination
from autogen_agentchat.teams import RoundRobinGroupChat
from autogen_agentchat.ui import Console
from autogen_ext.models.openai import OpenAIChatCompletionClient
from autogen_ext.agents.web_surfer import MultimodalWebSurfer

async def main() -> None:
    model_client = OpenAIChatCompletionClient(model="gpt-4o")
    # The web surfer will open a Chromium browser window to perform web browsing tasks.
    web_surfer = MultimodalWebSurfer("web_surfer", model_client, headless=False, animate_actions=True)
    # The user proxy agent is used to get user input after each step of the web surfer.
    # NOTE: you can skip input by pressing Enter.
    user_proxy = UserProxyAgent("user_proxy")
    # The termination condition is set to end the conversation when the user types 'exit'.
    termination = TextMentionTermination("exit", sources=["user_proxy"])
    # Web surfer and user proxy take turns in a round-robin fashion.
    team = RoundRobinGroupChat([web_surfer, user_proxy], termination_condition=termination)
    try:
        # Start the team and wait for it to terminate.
        await Console(team.run_stream(task="Find information about AutoGen and write a short summary."))
    finally:
        await web_surfer.close()
        await model_client.close()

asyncio.run(main())
```

### AutoGen Studio

Use AutoGen Studio to prototype and run multi-agent workflows without writing code.

```
# Run AutoGen Studio on http://localhost:8080
autogenstudio ui --port 8080 --appdir ./my-app
```

## Why Use AutoGen?

[![AutoGen Landing](/microsoft/autogen/raw/main/autogen-landing.jpg)](/microsoft/autogen/blob/main/autogen-landing.jpg)

The AutoGen ecosystem provides everything you need to create AI agents, especially multi-agent workflows -- framework, developer tools, and applications.

The *framework* uses a layered and extensible design. Layers have clearly divided responsibilities and build on top of layers below. This design enables you to use the framework at different levels of abstraction, from high-level APIs to low-level components.

* [Core API](/microsoft/autogen/blob/main/python/packages/autogen-core) implements message passing, event-driven agents, and local and distributed runtime for flexibility and power. It also support cross-language support for .NET and Python.
* [AgentChat API](/microsoft/autogen/blob/main/python/packages/autogen-agentchat) implements a simpler but opinionated API for rapid prototyping. This API is built on top of the Core API and is closest to what users of v0.2 are familiar with and supports common multi-agent patterns such as two-agent chat or group chats.
* [Extensions API](/microsoft/autogen/blob/main/python/packages/autogen-ext) enables first- and third-party extensions continuously expanding framework capabilities. It support specific implementation of LLM clients (e.g., OpenAI, AzureOpenAI), and capabilities such as code execution.

The ecosystem also supports two essential *developer tools*:

[![AutoGen Studio Screenshot](https://media.githubusercontent.com/media/microsoft/autogen/refs/heads/main/python/packages/autogen-studio/docs/

<error>Content truncated. Call the fetch tool with a start_index of 5000 to get more content.</error>
assistant
Text
Based on the current information and best practices, here's a comprehensive guide to architecting your AI agent application: ## Core Architecture Patterns for AI Agents ### 1. **Layered Architecture Approach** The most successful AI agent applications use a layered design: - **Core Layer**: Message passing, event handling, runtime management - **Agent Layer**: High-level agent abstractions and behaviors - **Extensions Layer**: Specific capabilities (LLM clients, tools, etc.) - **Application Layer**: Your business logic and user interface ### 2. **Key Architectural Components** **Agent Types to Consider:** - **Assistant Agents**: Core reasoning and decision-making - **Tool Agents**: Specialized for specific tasks (web browsing, code execution, etc.) - **User Proxy Agents**: Handle human interaction - **Coordinator Agents**: Manage multi-agent workflows **Essential Infrastructure:** - **Message Passing System**: For agent communication - **State Management**: Track conversation history and context - **Tool/Function Registry**: Manage available capabilities - **Model Client Abstraction**: Support multiple LLM providers - **Runtime Environment**: Local or distributed execution ### 3. **Common Patterns** **Single Agent Pattern:** ```python # Simple assistant with tools Agent → LLM Client → Tools → Response ``` **Multi-Agent Team Pattern:** ```python # Collaborative agents Coordinator → [Agent1, Agent2, Agent3] → Consensus → Action ``` **Pipeline Pattern:** ```python # Sequential processing Input → Agent1 → Agent2 → Agent3 → Output ``` ## Specific Recommendations To give you more targeted advice, could you tell me: 1. **What type of AI agent are you building?** (chatbot, automation, decision-making, creative, etc.) 2. **Scale requirements?** (single user, enterprise, high-throughput) 3. **Integration needs?** (existing systems, APIs, databases) 4. **Deployment target?** (local, cloud, edge) 5. **Budget/resource constraints?** ## Technology Stack Suggestions **Frameworks:** - **AutoGen** (Microsoft) - Great for multi-agent systems - **LangChain/LangGraph** - Comprehensive ecosystem - **CrewAI** - Business-focused multi-agent - **Custom FastAPI/Flask** - Full control **Key Technologies:** - **Vector Databases**: Pinecone, Weaviate, ChromaDB for memory - **Message Queues**: Redis, RabbitMQ for async communication - **Monitoring**: LangSmith, Weights & Biases for observability - **Deployment**: Docker, Kubernetes for scalability Would you like me to dive deeper into any specific aspect or get more current information about particular frameworks?
user
Text
can you tell more about gif sur yvette
assistant
Text
I'd be happy to tell you more about Gif-sur-Yvette! Let me fetch some current information about this French commune.
Tool Call
Name:fetch-fetch
ID:tooluse_mIE4MB_oSWOeIL5JhfpXFg
Args:
{
  "url": "https://en.wikipedia.org/wiki/Gif-sur-Yvette"
}
user
Tool Result
Name:fetch-fetch
ID:tooluse_mIE4MB_oSWOeIL5JhfpXFg
Result:
Contents of https://en.wikipedia.org/wiki/Gif-sur-Yvette:
| Gif-sur-Yvette | |
| --- | --- |
| [Commune](/wiki/Communes_of_France "Communes of France") | |
| [Gif-sur-Yvette Town Hall](/wiki/File:Fa%C3%A7ade_du_ch%C3%A2teau_de_l%27Hermitage_(c%C3%B4t%C3%A9_parc).jpg "Gif-sur-Yvette Town Hall") Gif-sur-Yvette Town Hall | |
| [Coat of arms of Gif-sur-Yvette](/wiki/File:Blason_ville_fr_Gif-sur-Yvette_(Essonne).svg "Coat of arms of Gif-sur-Yvette")  Coat of arms | |
| Location of Gif-sur-Yvette  Map | |
| [Gif-sur-Yvette is located in France](/wiki/File:France_location_map-Regions_and_departements-2016.svg "Gif-sur-Yvette is located in France")  Gif-sur-Yvette  Gif-sur-Yvette  [Gif-sur-Yvette is located in Île-de-France (region)](/wiki/File:Ile-de-France_region_location_map.svg "Gif-sur-Yvette is located in Île-de-France (region)")  Gif-sur-Yvette  Gif-sur-Yvette | |
| Coordinates: [48°42′06″N 2°08′02″E / 48.7018°N 2.1339°E](https://geohack.toolforge.org/geohack.php?pagename=Gif-sur-Yvette&params=48.7018_N_2.1339_E_type:city(22578)_region:FR-IDF) | |
| Country | [France](/wiki/France "France") |
| [Region](/wiki/Regions_of_France "Regions of France") | [Île-de-France](/wiki/%C3%8Ele-de-France "Île-de-France") |
| [Department](/wiki/Departments_of_France "Departments of France") | [Essonne](/wiki/Essonne "Essonne") |
| [Arrondissement](/wiki/Arrondissements_of_France "Arrondissements of France") | [Palaiseau](/wiki/Arrondissement_of_Palaiseau "Arrondissement of Palaiseau") |
| [Canton](/wiki/Cantons_of_France "Cantons of France") | [Gif-sur-Yvette](/wiki/Canton_of_Gif-sur-Yvette "Canton of Gif-sur-Yvette") |
| [Intercommunality](about:/wiki/Communes_of_France#Intercommunality "Communes of France") | [CA Paris-Saclay](/wiki/Communaut%C3%A9_d%27agglom%C3%A9ration_Paris-Saclay "Communauté d'agglomération Paris-Saclay") |
| Government | |
| • Mayor (2023–2026) | Yann Cauchetier[[1]](#cite_note-1) |
| Area  **1** | 11.60 km2 (4.48 sq mi) |
| Population  (2022)[[2]](#cite_note-popref2022-2) | 22,578 |
| • Density | 1,900/km2 (5,000/sq mi) |
| [Demonym](/wiki/Demonym "Demonym") | Giffois |
| [Time zone](/wiki/Time_zone "Time zone") | [UTC+01:00](/wiki/UTC%2B01:00 "UTC+01:00") ([CET](/wiki/Central_European_Time "Central European Time")) |
| • Summer ([DST](/wiki/Daylight_saving_time "Daylight saving time")) | [UTC+02:00](/wiki/UTC%2B02:00 "UTC+02:00") ([CEST](/wiki/Central_European_Summer_Time "Central European Summer Time")) |
| [INSEE](/wiki/INSEE_code "INSEE code")/Postal code | [91272](https://www.insee.fr/fr/statistiques/1405599?geo=COM-91272) /91190 |
| Elevation | 57–172 m (187–564 ft)  (avg. 61 m or 200 ft) |
| Website | [www.ville-gif.fr](https://www.ville-gif.fr/) |
| **1** French Land Register data, which excludes lakes, ponds, glaciers > 1 km2 (0.386 sq mi or 247 acres) and river estuaries. | |

**Gif-sur-Yvette** (French pronunciation: [[ʒif syʁ ivɛt]](/wiki/Help:IPA/French "Help:IPA/French") [ⓘ](/wiki/File:Fr-Paris--Gif-sur-Yvette.ogg "File:Fr-Paris--Gif-sur-Yvette.ogg"), lit. "Gif-on-[Yvette](/wiki/Yvette_(river) "Yvette (river)")") is a [commune](/wiki/Communes_of_France "Communes of France") in southwestern [Île-de-France](/wiki/%C3%8Ele-de-France "Île-de-France"), France. It is located in the [Vallée de Chevreuse](/wiki/Vall%C3%A9e_de_Chevreuse "Vallée de Chevreuse"), 22.9 km (14.2 mi) from the [centre of Paris](/wiki/Kilometre_zero "Kilometre zero") (at [Notre-Dame](/wiki/Notre-Dame_de_Paris "Notre-Dame de Paris")), in the [Essonne](/wiki/Essonne "Essonne") [department](/wiki/Departments_of_France "Departments of France") on the departmental border with [Yvelines](/wiki/Yvelines "Yvelines"). In 2021, it had a population of 22,352.

The town is crossed by and named after the river [Yvette](/wiki/Yvette_(river) "Yvette (river)").
The total area is 11.60 km2 (4.48 sq mi) and 4.07 km2 (1.57 sq mi) is green spaces and woods.

The commune of Gif-sur-Yvette is composed of three main parts:

* In the valley: Rougemonts, Mérantaise, Mairie, Féverie, Coupières, Damiette, Courcelle, L'Abbaye, Les Coudraies;
* On the Moulon Plateau: Moulon (uninhabited, aside from a research and educational institute);
* On the Hurepoix Plateau: Hacquinière, Belleville and Chevry.

The commune includes a number of woods such as the Hacquinière wood and the D'Aigrefoin wood.

### Neighbouring communes

[[edit](/w/index.php?title=Gif-sur-Yvette&action=edit&section=3 "Edit section: Neighbouring communes")]

The neighbouring communes are [Villiers-le-Bâcle](/wiki/Villiers-le-B%C3%A2cle "Villiers-le-Bâcle"), [Saint-Aubin](/wiki/Saint-Aubin,_Essonne "Saint-Aubin, Essonne"), [Saclay](/wiki/Saclay "Saclay"), [Orsay](/wiki/Orsay "Orsay"), [Bures-sur-Yvette](/wiki/Bures-sur-Yvette "Bures-sur-Yvette"), [Gometz-le-Châtel](/wiki/Gometz-le-Ch%C3%A2tel "Gometz-le-Châtel"), [Gometz-la-Ville](/wiki/Gometz-la-Ville "Gometz-la-Ville") and [Saint-Rémy-lès-Chevreuse](/wiki/Saint-R%C3%A9my-l%C3%A8s-Chevreuse "Saint-Rémy-lès-Chevreuse").

Human presence on the Moulon Plateau originates in [Neolithic](/wiki/

<error>Content truncated. Call the fetch tool with a start_index of 5000 to get more content.</error>
assistant
Tool Call
Name:fetch-fetch
ID:tooluse_G_9UZHsFTe6JUQ75E9PkBA
Args:
{
  "url": "https://en.wikipedia.org/wiki/Gif-sur-Yvette",
  "start_index": 5000
}
user
Tool Result
Name:fetch-fetch
ID:tooluse_G_9UZHsFTe6JUQ75E9PkBA
Result:
Contents of https://en.wikipedia.org/wiki/Gif-sur-Yvette:
Neolithic "Neolithic") times. Agriculture was developed, notably during the [Roman](/wiki/Roman_Empire "Roman Empire") era. Between the 12th and the 18th century, an important Benedictine abbey was housed in Gif. In the 19th century, amid the [Industrial Revolution](/wiki/Industrial_Revolution "Industrial Revolution"), Gif remained largely agricultural, with operating mills in particular.

[![](//upload.wikimedia.org/wikipedia/commons/thumb/a/af/Ch%C3%A2teau_de_Button%2C_Gif-sur-Yvette%2C_France.jpg/250px-Ch%C3%A2teau_de_Button%2C_Gif-sur-Yvette%2C_France.jpg)](/wiki/File:Ch%C3%A2teau_de_Button,_Gif-sur-Yvette,_France.jpg)

Château de Button

In the 1770s, the Château de Button by architect Pierre Desmaisons was completed in Gif. In 1946, the [French National Centre for Scientific Research](/wiki/French_National_Centre_for_Scientific_Research "French National Centre for Scientific Research") (CNRS) installed an office and research facility on the property.[[3]](#cite_note-3)

In 1867, the town was linked to Paris by train with the [Ligne de Sceaux](/wiki/Ligne_de_Sceaux "Ligne de Sceaux") in the valley, which would later become the southern branch of the current-day [RER B](/wiki/RER_B "RER B") line.

[![](//upload.wikimedia.org/wikipedia/commons/thumb/0/07/Gif-sur-yvette-place-eglise.jpg/250px-Gif-sur-yvette-place-eglise.jpg)](/wiki/File:Gif-sur-yvette-place-eglise.jpg)

Église Saint-Rémi in Gif-sur-Yvette

Following the [First World War](/wiki/World_War_I "World War I"), the Gif commune experienced an important demographic change, with an increasing population. The town took the name of Gif-sur-Yvette in 1930.

Just after the [Second World War](/wiki/World_War_II "World War II"), Gif-sur-Yvette acquired an international scientific reputation, with the CNRS and [Atomic Energy Commission](/wiki/French_Alternative_Energies_and_Atomic_Energy_Commission "French Alternative Energies and Atomic Energy Commission") (CEA) moving there. The CEA discovered [radioactive contamination](/wiki/Radioactive_contamination "Radioactive contamination") in a private home in Gif-sur-Yvette in 1974; the home had been built upon a site where needles containing [radon](/wiki/Radon "Radon") gas were once manufactured,[[4]](#cite_note-4) starting in 1915. The needles were used to sterilise infected tissue—an idea developed by [Marie Curie](/wiki/Marie_Curie "Marie Curie").

The town was extended in 1975, with the creation of the Chevry neighbourhood, from areas ceded by the [Gometz-la-Ville](/wiki/Gometz-la-Ville "Gometz-la-Ville") and [Gometz-le-Châtel](/wiki/Gometz-le-Ch%C3%A2tel "Gometz-le-Châtel") communes.

The Église Saint-Rémi (Saint Rémi church), a structure of [Romanesque](/wiki/Romanesque_architecture "Romanesque architecture") and [Gothic architecture](/wiki/Gothic_architecture "Gothic architecture"), was built in the 12th century. It was registered as a [historic monument](/wiki/Monument_historique "Monument historique") in 1938.[[5]](#cite_note-5)

Some ruins remain of a [Benedictine](/wiki/Benedictines "Benedictines") [abbey](/wiki/Abbey "Abbey") which was built in the 12th century and became a national property in 1789 amid the [French Revolution](/wiki/French_Revolution "French Revolution"). It was officially registered in 1963.[*[citation needed](/wiki/Wikipedia:Citation_needed "Wikipedia:Citation needed")*]

Inhabitants of Gif-sur-Yvette are known as *Giffois* (masculine) and *Giffoises* (feminine) in French.

Historical population

|  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |
| --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- |
| | Year | Pop. | ±% p.a. | | --- | --- | --- | | 1793 | 815 | — | | 1800 | 810 | −0.09% | | 1806 | 800 | −0.21% | | 1821 | 738 | −0.54% | | 1831 | 733 | −0.07% | | 1836 | 712 | −0.58% | | 1841 | 717 | +0.14% | | 1846 | 818 | +2.67% | | 1851 | 815 | −0.07% | | 1856 | 790 | −0.62% | | 1861 | 769 | −0.54% | | 1866 | 753 | −0.42% | | 1872 | 691 | −1.42% | | 1876 | 732 | +1.45% | | 1881 | 702 | −0.83% | | 1886 | 849 | +3.88% | | 1891 | 734 | −2.87% | | 1896 | 77

<error>Content truncated. Call the fetch tool with a start_index of 10000 to get more content.</error>
assistant
Text
Based on the information I've gathered, here's what I can tell you about **Gif-sur-Yvette**: ## Overview **Gif-sur-Yvette** is a charming commune in the Île-de-France region of France, located about 23 km (14 miles) southwest of central Paris. It sits in the beautiful Vallée de Chevreuse in the Essonne department. ## Key Facts - **Population**: ~22,578 residents (2022) - **Area**: 11.60 km² (4.48 sq mi), with about 35% green spaces and woods - **Location**: Named after the Yvette River that flows through it - **Residents**: Called "Giffois" (men) and "Giffoises" (women) ## Geographic Layout The town is divided into three main areas: 1. **The Valley**: Including neighborhoods like Rougemonts, Mérantaise, and the town center 2. **Moulon Plateau**: Mostly uninhabited except for research facilities 3. **Hurepoix Plateau**: Including Hacquinière, Belleville, and Chevry districts ## Historical Significance - **Ancient Origins**: Human presence dates back to Neolithic times - **Medieval Period**: Had an important Benedictine abbey (12th-18th centuries) - **1930**: Officially took the name "Gif-sur-Yvette" - **1867**: Connected to Paris by train (now the RER B line) ## Scientific Hub Gif-sur-Yvette is internationally renowned as a center for scientific research: - **1946**: French National Centre for Scientific Research (CNRS) established facilities there - **Post-WWII**: French Atomic Energy Commission (CEA) also moved operations there - The **Château de Button** (completed 1770s) houses CNRS research facilities ## Notable Features - **Église Saint-Rémi**: 12th-century Romanesque-Gothic church (historic monument since 1938) - **Abbey ruins**: Remains of the medieval Benedictine abbey - **Natural beauty**: Surrounded by woods including Hacquinière and D'Aigrefoin forests - **Transport**: Well-connected to Paris via RER B train line ## Modern Development The town experienced significant growth after WWI and was expanded in 1975 with the addition of the Chevry neighborhood. It maintains a balance between its scientific/research identity and its natural, historical charm in the Chevreuse Valley. Would you like me to find more specific information about any particular aspect of Gif-sur-Yvette, such as its research institutions, local attractions, or current developments?
user
Text
hi
assistant
Text
Hi there! 👋 How can I help you today? Whether you're looking for information, need help with a project, want to discuss something specific, or just want to chat - I'm here to assist!
user
Text
I am looking for indian restraunts in paris can you recommend me something
assistant
Text
I'd be happy to help you find some great Indian restaurants in Paris! Let me search for current recommendations and reviews.
Tool Call
Name:fetch-fetch
ID:tooluse_32qVdjgAS-m2FMCCfDHLbg
Args:
{
  "url": "https://www.tripadvisor.com/Restaurants-g187147-c26-Paris_Ile_de_France.html"
}
user
Tool Result
Name:fetch-fetch
ID:tooluse_32qVdjgAS-m2FMCCfDHLbg
Result:
Failed to fetch https://www.tripadvisor.com/Restaurants-g187147-c26-Paris_Ile_de_France.html - status code 403
assistant
Text
Let me try a different approach to find Indian restaurants in Paris:
Tool Call
Name:fetch-fetch
ID:tooluse_wsbZ4HDiSTGVj-mRL2tQxw
Args:
{
  "url": "https://www.timeout.com/paris/restaurants/best-indian-restaurants-in-paris"
}
user
Tool Result
Name:fetch-fetch
ID:tooluse_wsbZ4HDiSTGVj-mRL2tQxw
Result:
Failed to fetch https://www.timeout.com/paris/restaurants/best-indian-restaurants-in-paris - status code 404
assistant
Text
Let me search for information about Indian restaurants in Paris from another source:
Tool Call
Name:fetch-fetch
ID:tooluse_ZrC9PBSnTmmuRlFE4840Jw
Args:
{
  "url": "https://www.yelp.com/paris/indian"
}
user
Tool Result
Name:fetch-fetch
ID:tooluse_ZrC9PBSnTmmuRlFE4840Jw
Result:
The sites robots.txt (https://www.yelp.com/robots.txt), specifies that autonomous fetching of this page is not allowed, <useragent>ModelContextProtocol/1.0 (Autonomous; +https://github.com/modelcontextprotocol/servers)</useragent>
<url>https://www.yelp.com/paris/indian</url><robots>
# By accessing Yelp's website (© 2025) you agree to Yelp's Terms of Service, available at
# https://www.yelp.com/static?country=US&p=tos
#
# If you would like to inquire about crawling Yelp, please contact us at
# https://www.yelp.com/contact
#
# As always, Asimov's Three Laws are in effect:
# 1. A robot may not injure a human being or, through inaction, allow a human
#    being to come to harm.
# 2. A robot must obey orders given it by human beings except where such
#    orders would conflict with the First Law.
# 3. A robot must protect its own existence as long as such protection does
#    not conflict with the First or Second Law.

User-Agent: LinkedInBot
User-Agent: Twitterbot
User-Agent: facebookexternalhit
Allow: /article/

User-Agent: Googlebot
User-Agent: Googlebot-Image
User-Agent: Googlebot-Mobile
User-Agent: Googlebot-Video
Allow: /biz_photos/*?select_video=
Allow: /biz_photos/video_url

User-Agent: AdsBot-Google
User-Agent: BingPreview
User-Agent: Google-InspectionTool
User-Agent: Googlebot
User-Agent: Googlebot-Image
User-Agent: Googlebot-Mobile
User-Agent: Googlebot-Video
User-Agent: LinkedInBot
User-Agent: Mediapartners-Google
User-Agent: STC-bot
User-Agent: Twitterbot
User-Agent: Yahoo! Slurp
User-Agent: archive.org_bot
User-Agent: bingbot
User-Agent: facebookexternalhit
User-Agent: ia_archiver
Disallow: *US_CENSUS_NAME*
Disallow: *US_FEMALE_NAME*
Disallow: *US_MALE_NAME*
Disallow: /1014943
Disallow: /3584794
Disallow: /5787254
Disallow: /ad_acknowledgment
Disallow: /ad_spice
Disallow: /ad_syndication_user_tracking
Disallow: /ad_visibility
Disallow: /adredir?
Disallow: /adtrack
Disallow: /advertise?
Disallow: /biz/*?*&translate=1*
Disallow: /biz/*?*&translate=True*
Disallow: /biz/*?translate=1*
Disallow: /biz/*?translate=True*
Disallow: /biz/*destination=*
Disallow: /biz/*entry_point=*
Disallow: /biz/impression/*
Disallow: /biz/outlook-autumn-market-fundamental-catwalk-flimsy-roost-legibility-individualism-grocer-predestination-0
Disallow: /biz/outlook-autumn-market-fundamental-catwalk-flimsy-roost-legibility-individualism-grocer-predestination-1
Disallow: /biz/outlook-autumn-market-fundamental-catwalk-flimsy-roost-legibility-individualism-grocer-predestination-2
Disallow: /biz/outlook-autumn-market-fundamental-catwalk-flimsy-roost-legibility-individualism-grocer-predestination-3
Disallow: /biz/outlook-autumn-market-fundamental-catwalk-flimsy-roost-legibility-individualism-grocer-predestination-4
Disallow: /biz/outlook-autumn-market-fundamental-catwalk-flimsy-roost-legibility-individualism-grocer-predestination-5
Disallow: /biz/outlook-autumn-market-fundamental-catwalk-flimsy-roost-legibility-individualism-grocer-predestination-6
Disallow: /biz/outlook-autumn-market-fundamental-catwalk-flimsy-roost-legibility-individualism-grocer-predestination-7
Disallow: /biz/outlook-autumn-market-fundamental-catwalk-flimsy-roost-legibility-individualism-grocer-predestination-8
Disallow: /biz/outlook-autumn-market-fundamental-catwalk-flimsy-roost-legibility-individualism-grocer-predestination-9
Disallow: /biz_attribute
Disallow: /biz_link
Disallow: /biz_photos
Disallow: /biz_photos/*/log
Disallow: /biz_photos/*/log_views
Disallow: /biz_photos/feedback/
Disallow: /biz_redir
Disallow: /biz_share
Disallow: /biz_update
Disallow: /bn/
Disallow: /bookmark?
Disallow: /browse/reviews/recent
Disallow: /client_errors
Disallow: /collections/following
Disallow: /collections/user
Disallow: /csp_block
Disallow: /csp_report_only
Disallow: /elite?
Disallow: /email_actions
Disallow: /events
Disallow: /events/export/
Disallow: /facebook_connect
Disallow: /flag_content?
Disallow: /gamtarget
Disallow: /location_suggest
Disallow: /mail?
Disallow: /menu/*/feedback_form
Disallow: /message_the_business
Disallow: /mss/review_feedback/
Disallow: /mtb_composer
Disallow: /not_recommended_reviews
Disallow: /opportunity
Disallow: /photo/
Disallow: /possible_biz_owner
Disallow: /proredir?
Disallow: /px.gif
Disallow: /redir?
Disallow: /reservations/*/notifyme
Disallow: /review_feed_auto_fetch
Disallow: /search_suggest
Disallow: /send_to_friend
Disallow: /sit_rep
Disallow: /spice
Disallow: /start_order
Disallow: /syndicate
Disallow: /talk/new_topic
Disallow: /thanx?
Disallow: /transaction_platform/start_order
Disallow: /user_details
Disallow: /user_details_answers_given
Disallow: /user_details_bookmarks
Disallow: /user_details_friends
Disallow: /user_details_reviews_self
Disallow: /user_details_thanx
Disallow: /user_photos
Disallow: /weekly/signup
Disallow: /writeareview/
Disallow: /yuv

User-Agent: Yahoo! Slurp
User-Agent: bingbot
Disallow: /search*start=

User-Agent: GPTBot
Disallow: /

User-Agent: Google-Extended
Disallow: /

User-Agent: *
Disallow: /

</robots>
The assistant must let the user know that it failed to view the page. The assistant may provide further guidance based on the above information.
The assistant can tell the user that they can try manually fetching the page by using the fetch prompt within their UI.

Output

Text
Let me try searching for Paris Indian restaurants through a different source:
Tool Call
Name:fetch-fetch
ID:tooluse_Q6SHe7aURcGI7MbuCoF2Zw
Args:
{
  "url": "https://www.opentable.com/paris-indian-restaurants"
}

Feedback0
inference

IDMetricValueTime
No feedback found

Inference Parameters

{
  "chat_completion": {}
}

Tool Parameters

{
  "chat_completion": {}
}

Tags

KeyValue
No tags found

Model Inferences

IDModel
0197ea57-746c-7491-b586-56a7c31ad05cclaude-sonnet-4-20250514