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docs: repair verified LangGraph sample links #1073

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310e9f7
docs: repair LangGraph sample setup links
Jiahui-Gu Oct 14, 2026
7c4dbbc
docs: keep LangGraph repairs strictly link-only
Jiahui-Gu Oct 15, 2026
f5db61f
Merge branch 'main' into Jiahui-Gu/docs/repair-langgraph-sample-links
Jiahui-Gu Oct 19, 2026
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2 changes: 1 addition & 1 deletion samples/python/hosted-agents/bring-your-own/invocations/langgraph-chat/README.md
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Expand Up @@ -104,7 +104,7 @@ For the full deployment guide, see [Azure AI Foundry hosted agents](https://aka.

### Set up the Python virtual environment

- With Python 3.12 or later and [pipx](https://pipx.pypa.io/stable/installation/), install uv outside the project environment, then let uv create and synchronize the locked environment:
- With Python 3.12 or later and [pipx](https://pipx.pypa.io/stable/how-to/install-pipx.html), install uv outside the project environment, then let uv create and synchronize the locked environment:

```bash
cd src/langgraph-chat-invocations
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2 changes: 1 addition & 1 deletion samples/python/hosted-agents/bring-your-own/responses/langgraph-chat/README.md
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Expand Up @@ -110,7 +110,7 @@ For the full deployment guide, see [Azure AI Foundry hosted agents](https://aka.

### Set up the Python virtual environment

- With Python 3.12 or later and [pipx](https://pipx.pypa.io/stable/installation/), install uv outside the project environment, then let uv create and synchronize the locked environment:
- With Python 3.12 or later and [pipx](https://pipx.pypa.io/stable/how-to/install-pipx.html), install uv outside the project environment, then let uv create and synchronize the locked environment:

```bash
cd src/langgraph-chat-responses
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4 changes: 2 additions & 2 deletions ...osted-agents/bring-your-own/responses/langgraph-toolbox-user-identity/README.md
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Expand Up @@ -100,7 +100,7 @@ Invoke-RestMethod -Method POST http://localhost:8088/responses `

**Set up the Python virtual environment**

- With Python 3.12 or later and [pipx](https://pipx.pypa.io/stable/installation/), install uv outside the project environment, then let uv create and synchronize the locked environment:
- With Python 3.12 or later and [pipx](https://pipx.pypa.io/stable/how-to/install-pipx.html), install uv outside the project environment, then let uv create and synchronize the locked environment:

```bash
cd src/toolbox-langgraph-user-identity
Expand Down Expand Up @@ -170,7 +170,7 @@ azd auth login
> If you use GitHub Copilot for Azure to scaffold a hosted agent that consumes this toolbox, the following skill references describe the same endpoint contract (env var, headers, MCP protocol, citation patterns, and troubleshooting) that the agent must implement:
>
> - [Toolbox reference](https://github.com/microsoft/GitHub-Copilot-for-Azure/blob/main/plugin/skills/microsoft-foundry/foundry-agent/create/references/toolbox-reference.md) — endpoint format, MCP protocol, OAuth consent handling, citation patterns, and troubleshooting.
> - [Use toolbox in a hosted agent](https://github.com/microsoft/GitHub-Copilot-for-Azure/blob/main/plugin/skills/microsoft-foundry/foundry-agent/create/references/use-toolbox-in-hosted-agent.md) — endpoint resolution, env-var contract, payload shape, code integration patterns, and tracing.
> - [Use toolbox in a hosted agent](https://github.com/microsoft/azure-skills/blob/main/.github/plugins/azure-skills/skills/microsoft-foundry/foundry-agent/create/references/use-toolbox-in-hosted-agent.md) — endpoint resolution, env-var contract, payload shape, code integration patterns, and tracing.

This sample wires three MCP servers into a single toolbox: WorkIQ Mail and WorkIQ Calendar (both user-identity, `UserEntraToken`) and a GitHub MCP server protected by managed OAuth2. `azd ai agent init` + `azd up` provisions all three connections and the toolbox from [`azure.yaml`](azure.yaml) automatically. To create them directly with `azd` instead, run:

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4 changes: 2 additions & 2 deletions samples/python/hosted-agents/bring-your-own/responses/langgraph-toolbox/README.md
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Expand Up @@ -91,7 +91,7 @@ Invoke-RestMethod -Method POST http://localhost:8088/responses `

**Set up the Python virtual environment**

- With Python 3.12 or later and [pipx](https://pipx.pypa.io/stable/installation/), install uv outside the project environment, then let uv create and synchronize the locked environment:
- With Python 3.12 or later and [pipx](https://pipx.pypa.io/stable/how-to/install-pipx.html), install uv outside the project environment, then let uv create and synchronize the locked environment:

```bash
cd src/toolbox-langgraph
Expand Down Expand Up @@ -161,7 +161,7 @@ azd auth login
> If you use GitHub Copilot for Azure to scaffold a hosted agent that consumes this toolbox, the following skill references describe the same endpoint contract (env var, headers, MCP protocol, citation patterns, and troubleshooting) that the agent must implement:
>
> - [Toolbox reference](https://github.com/microsoft/GitHub-Copilot-for-Azure/blob/main/plugin/skills/microsoft-foundry/foundry-agent/create/references/toolbox-reference.md) — endpoint format, MCP protocol, OAuth consent handling, citation patterns, and troubleshooting.
> - [Use toolbox in a hosted agent](https://github.com/microsoft/GitHub-Copilot-for-Azure/blob/main/plugin/skills/microsoft-foundry/foundry-agent/create/references/use-toolbox-in-hosted-agent.md) — endpoint resolution, env-var contract, payload shape, code integration patterns, and tracing.
> - [Use toolbox in a hosted agent](https://github.com/microsoft/azure-skills/blob/main/.github/plugins/azure-skills/skills/microsoft-foundry/foundry-agent/create/references/use-toolbox-in-hosted-agent.md) — endpoint resolution, env-var contract, payload shape, code integration patterns, and tracing.

This sample exposes the toolbox tools to a LangGraph ReAct loop. `azure.yaml`
provisions `toolbox-langgraph-tools`, containing `web_search` plus the public
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4 changes: 2 additions & 2 deletions samples/python/hosted-agents/langgraph/invocations/02-resilient/README.md
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Expand Up @@ -69,7 +69,7 @@ azd ext install microsoft.foundry
azd auth login
```

See the [parent sample guide](../../../README.md#running-the-agent-host-locally)
See the [parent sample guide](../../README.md#running-the-agent-host-locally)
for general Foundry setup options.

### Configure the environment
Expand Down Expand Up @@ -296,7 +296,7 @@ Local checkpoints remain beneath `${AGENTSERVER_STATE_ROOT}/state_stores`.

## Deploying the Agent to Foundry

See the [parent deployment guide](../../../README.md#deploying-the-agent-to-foundry)
See the [parent deployment guide](../../README.md#deploying-the-agent-to-foundry)
for the common hosted-agent workflow. This directory is an independent `azd`
project. Its [azure.yaml](azure.yaml) defines both regular and steerable
Invocations services.
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4 changes: 2 additions & 2 deletions samples/python/hosted-agents/langgraph/responses/09-resilient/README.md
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Expand Up @@ -70,7 +70,7 @@ azd ext install microsoft.foundry
azd auth login
```

See the [parent sample guide](../../../README.md#running-the-agent-host-locally)
See the [parent sample guide](../../README.md#running-the-agent-host-locally)
for general Foundry setup options.

### Configure the environment
Expand Down Expand Up @@ -295,7 +295,7 @@ Local checkpoints remain beneath `${AGENTSERVER_STATE_ROOT}/state_stores`.

## Deploying the Agent to Foundry

See the [parent deployment guide](../../../README.md#deploying-the-agent-to-foundry)
See the [parent deployment guide](../../README.md#deploying-the-agent-to-foundry)
for the common hosted-agent workflow. This directory is an independent `azd`
project. Its [azure.yaml](azure.yaml) defines both regular and steerable
Responses services.
Expand Down
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