Updated Readme and copyright header

Author: aosingh

README.md

@@ -5,6 +5,22 @@ Select AI for Python enables you to ask questions of your database data using na
 
 Select AI for Python enables you to leverage the broader Python ecosystem in combination with generative AI and database functionality - bridging the gap between the DBMS_CLOUD_AI PL/SQL package and Python's rich ecosystem. It provides intuitive objects and methods for AI model interaction.
 
+## Table of Contents
+
+- [Installation](#installation)
+- [Documentation](#documentation)
+- [Getting Started](#getting-started)
+  - [Async Example](#async-example)
+- [Command Line Interface](#command-line-interface)
+  - [Chat](#chat)
+  - [A2A Server](#a2a-server)
+    - [Cloud Run](#cloud-run)
+- [Samples](#samples)
+- [Help](#help)
+- [Contributing](#contributing)
+- [Security](#security)
+- [License](#license)
+
 
 ## Installation
 
@@ -26,21 +42,61 @@ The CLI extra includes A2A server support.
 
 See [Select AI for Python documentation][documentation]
 
-## Samples
+## Getting Started
+
+```python
+import select_ai
+
+user = "<your_select_ai_user>"
+password = "<your_select_ai_password>"
+dsn = "<your_select_ai_db_connect_string>"
+
+select_ai.connect(user=user, password=password, dsn=dsn)
+profile = select_ai.Profile(profile_name="oci_ai_profile")
+# run_sql returns a pandas dataframe
+df = profile.run_sql(prompt="How many promotions?")
+print(df.columns)
+print(df)
+```
 
-Examples can be found in the [/samples][samples] directory
+### Async Example
+
+```python
+
+import asyncio
+
+import select_ai
+
+user = "<your_select_ai_user>"
+password = "<your_select_ai_password>"
+dsn = "<your_select_ai_db_connect_string>"
+
+# This example shows how to asynchronously run sql
+async def main():
+    await select_ai.async_connect(user=user, password=password, dsn=dsn)
+    async_profile = await select_ai.AsyncProfile(
+        profile_name="async_oci_ai_profile",
+    )
+    # run_sql returns a pandas df
+    df = await async_profile.run_sql("How many promotions?")
+    print(df)
+
+asyncio.run(main())
+
+```
 
 ## Command Line Interface
 
 The optional `select-ai` command provides interactive chat, SQL, profile
 management, and A2A server tools for Select AI:
 
 ### Chat
+
 ```bash
 select-ai chat --profile OCI_AI_PROFILE
 ```
-![Select AI CLI demo](doc/source/image/select_ai_cli_demo.gif)
 
+![Select AI CLI demo](doc/source/image/select_ai_cli_demo.gif)
 
 ### A2A Server
 
@@ -50,6 +106,8 @@ Expose one Oracle Database AI agent team as an A2A JSON-RPC HTTP server:
 select-ai a2a serve --team SALES_ANALYST --port 8000
 ```
 
+![Select AI A2A server demo](doc/source/image/select_ai_a2a_server_demo.gif)
+
 The command obtains database connection settings from its options or the
 `SELECT_AI_*` environment variables. Its Agent Card is available at
 `/.well-known/agent-card.json`, and its JSON-RPC endpoint is
@@ -73,53 +131,15 @@ select-ai a2a agent-card \
   --public-url https://YOUR-SERVICE.run.app
 ```
 
-## Cloud Run
+#### Cloud Run
 
 Deploy the A2A server to Cloud Run using the instructions in
 [gcloud/README.md](https://github.com/oracle/python-select-ai/blob/main/gcloud/README.md).
 
-## Basic Example
-
-```python
-import select_ai
-
-user = "<your_select_ai_user>"
-password = "<your_select_ai_password>"
-dsn = "<your_select_ai_db_connect_string>"
-
-select_ai.connect(user=user, password=password, dsn=dsn)
-profile = select_ai.Profile(profile_name="oci_ai_profile")
-# run_sql returns a pandas dataframe
-df = profile.run_sql(prompt="How many promotions?")
-print(df.columns)
-print(df)
-```
-
-### Async Example
-
-```python
-
-import asyncio
-
-import select_ai
-
-user = "<your_select_ai_user>"
-password = "<your_select_ai_password>"
-dsn = "<your_select_ai_db_connect_string>"
-
-# This example shows how to asynchronously run sql
-async def main():
-    await select_ai.async_connect(user=user, password=password, dsn=dsn)
-    async_profile = await select_ai.AsyncProfile(
-        profile_name="async_oci_ai_profile",
-    )
-    # run_sql returns a pandas df
-    df = await async_profile.run_sql("How many promotions?")
-    print(df)
+## Samples
 
-asyncio.run(main())
+For in-depth examples, see the [/samples][samples] directory.
 
-```
 ## Help
 
 Questions can be asked in [GitHub Discussions][ghdiscussions].
@@ -136,7 +156,7 @@ Please consult the [security guide][security] for our responsible security vulne
 
 ## License
 
-Copyright (c) 2025 Oracle and/or its affiliates.
+Copyright (c) 2025, 2026 Oracle and/or its affiliates.
 
 Released under the Universal Permissive License v1.0 as shown at
 <https://oss.oracle.com/licenses/upl/>.

doc/source/image/select_ai_a2a_server_demo.gif

@@ -1,3 +1,10 @@
+# -----------------------------------------------------------------------------
+# Copyright (c) 2026, Oracle and/or its affiliates.
+#
+# Licensed under the Universal Permissive License v 1.0 as shown at
+# http://oss.oracle.com/licenses/upl.
+# -----------------------------------------------------------------------------
+
 FROM oraclelinux:10-slim
 
 ENV PATH=/opt/venv/bin:$PATH

docker/Dockerfile

@@ -1,4 +1,11 @@
-#!/usr/bin/env sh
+#!/usr/bin/env bash
+
+# -----------------------------------------------------------------------------
+# Copyright (c) 2026, Oracle and/or its affiliates.
+#
+# Licensed under the Universal Permissive License v 1.0 as shown at
+# http://oss.oracle.com/licenses/upl.
+# -----------------------------------------------------------------------------
 
 # Cloud Run-only A2A launcher. It expands the optional wallet archive mounted
 # by deploy.sh, then starts the generic select-ai CLI in A2A server mode.

docker/a2a-entrypoint.sh

@@ -1,3 +1,10 @@
+# -----------------------------------------------------------------------------
+# Copyright (c) 2026, Oracle and/or its affiliates.
+#
+# Licensed under the Universal Permissive License v 1.0 as shown at
+# http://oss.oracle.com/licenses/upl.
+# -----------------------------------------------------------------------------
+
 # Build one reusable A2A server image. Database team selection is Cloud Run
 # configuration, not an image-build input.
 steps:

gcloud/cloudbuild.yaml

@@ -1,5 +1,12 @@
 #!/usr/bin/env bash
 
+# -----------------------------------------------------------------------------
+# Copyright (c) 2026, Oracle and/or its affiliates.
+#
+# Licensed under the Universal Permissive License v 1.0 as shown at
+# http://oss.oracle.com/licenses/upl.
+# -----------------------------------------------------------------------------
+
 # Deploy one Select AI A2A server to private Cloud Run. On its first run it
 # creates the ADB secrets used by this service. Later runs reuse both those
 # secrets and the service's currently deployed image.