docs: add deployment how-to for Docker Compose (#309)

Fixes #288

---------

Co-authored-by: Kurtis Van Gent <31518063+kurtisvg@users.noreply.github.com>

docs/en/how-to/deploy_docker.md

@@ -0,0 +1,106 @@
+---
+title: "Deploy using Docker Compose"
+type: docs
+weight: 3
+description: >
+  How to deploy Toolbox using Docker Compose. 
+---
+
+<!-- Contributor: Sujith R Pillai <sujithrpillai@gmail.com> -->
+
+
+## Before you begin
+
+1. [Install Docker Compose.](https://docs.docker.com/compose/install/)
+
+## Configure `tools.yaml` file
+
+Create a `tools.yaml` file that contains your configuration for Toolbox. For
+details, see the
+[configuration](https://github.com/googleapis/genai-toolbox/blob/main/README.md#configuration)
+section.
+
+## Deploy using Docker Compose
+
+1. Create a `docker-compose.yml` file, customizing as needed:
+
+```yaml
+services:
+  toolbox:
+    # TODO: It is recommended to pin to a specific image version instead of latest.
+    image:  us-central1-docker.pkg.dev/database-toolbox/toolbox/toolbox:latest
+    hostname: toolbox
+    platform: linux/amd64
+    ports:
+      - "5000:5000"
+    volumes:
+      - ./config:/config
+    command: [ "toolbox", "--tools_file", "/config/tools.yaml", "--address", "0.0.0.0"]
+    depends_on:
+      db:
+        condition: service_healthy
+    networks:
+      - tool-network
+  db:
+    # TODO: It is recommended to pin to a specific image version instead of latest.
+    image: postgres
+    hostname: db
+    environment:
+      POSTGRES_USER: toolbox_user
+      POSTGRES_PASSWORD: my-password
+      POSTGRES_DB: toolbox_db
+    ports:
+      - "5432:5432"
+    volumes:
+      - ./db:/var/lib/postgresql/data
+      # This file can be used to bootstrap your schema if needed.
+      # See "initialization scripts" on https://hub.docker.com/_/postgres/ for more info
+      - ./config/init.sql:/docker-entrypoint-initdb.d/init.sql
+    healthcheck:
+      test: ["CMD-SHELL", "pg_isready -U toolbox_user -d toolbox_db"]
+      interval: 10s
+      timeout: 5s
+      retries: 5
+    networks:
+      - tool-network
+networks:
+  tool-network:
+
+```
+
+1. Run the following command to bring up the Toolbox and Postgres instance
+
+    ```bash
+    docker-compose up -d
+    ```
+
+
+{{< notice tip >}} 
+
+You can use this setup quickly set up Toolbox + Postgres to follow along in our
+[Quickstart](../getting-started/local_quickstart.md)
+
+{{< /notice >}} 
+
+
+
+## Connecting with Toolbox Client SDL
+
+Next, we will use Toolbox with the Client SDKs: 
+
+1. The url for the Toolbox server running using docker-compose will be:
+
+    ```
+    http://localhost:5000
+    ```
+
+1. Import and initialize the client with the URL:
+
+    ```bash
+    from toolbox_langchain_sdk import ToolboxClient
+
+    # Replace with the cloud run service URL generated above
+    toolbox = ToolboxClient("$YOUR_URL")
+    ```
+
+

docs/en/how-to/deploy_toolbox.md

@@ -1,7 +1,7 @@
 ---
 title: "Deploy to Cloud Run"
 type: docs
-weight: 2
+weight: 1
 description: >
   How to set up and configure Toolbox to run on Cloud Run.
 ---
@@ -160,11 +160,6 @@ Next, we will use `gcloud` to authenticate requests to our Cloud Run instance:
 
 Next, we will use Toolbox with client SDK:
 
-1. Below is a list of Client SDKs that are supported:
-
-    - LangChain / LangGraph
-    - LlamaIndex
-
 1. Run the following to retrieve a non-deterministic URL for the cloud run service:
 
     ```bash
@@ -177,5 +172,5 @@ Next, we will use Toolbox with client SDK:
     from toolbox_langchain_sdk import ToolboxClient
 
     # Replace with the cloud run service URL generated above
-    toolbox = ToolboxClient("http://URL")
+    toolbox = ToolboxClient("http://$YOUR_URL")
     ```

docs/en/how-to/export_telemetry.md

@@ -1,7 +1,7 @@
 ---
-title: "Export Telemetry using the Otel Collector"
+title: "Export Telemetry"
 type: docs
-weight: 2
+weight: 4
 description: >
   How to set up and configure Toolbox to use the Otel Collector. 
 ---