From ae59e1897e110431db2c7f1c1f734bc10d794e37 Mon Sep 17 00:00:00 2001
From: Sacha Servan-Schreiber <8027773+sachaservan@users.noreply.github.com>
Date: Fri, 31 Oct 2025 15:58:27 -0400
Subject: [PATCH] chore: update readme

---
 README.md | 8 ++++----
 1 file changed, 4 insertions(+), 4 deletions(-)

diff --git a/README.md b/README.md
index 9e7c8bf..6ec72bf 100644
--- a/README.md
+++ b/README.md
@@ -2,6 +2,7 @@
 
 ![PyPI - Version](https://img.shields.io/pypi/v/tinfoil)
 [![Integration](https://github.com/tinfoilsh/tinfoil-python/actions/workflows/integration.yml/badge.svg)](https://github.com/tinfoilsh/tinfoil-python/actions/workflows/integration.yml)
+[![Documentation](https://img.shields.io/badge/docs-tinfoil.sh-blue)](https://docs.tinfoil.sh/sdk/python-sdk)
 
 A Python client for secure AI model inference through Tinfoil.
 
@@ -13,6 +14,8 @@ pip install tinfoil
 
 ## Usage
 
+The Tinfoil SDK automatically selects a router enclave and verifies it against the official GitHub repository. You just need to provide your API key:
+
 ```python
 import os
 from tinfoil import TinfoilAI
@@ -67,7 +70,6 @@ client = AsyncTinfoilAI(
 )
 
 async def main() -> None:
-    # start a streaming chat completion
     stream = await client.chat.completions.create(
         model="llama3-3-70b",
         messages=[{"role": "user", "content": "Say this is a test"}],
@@ -128,11 +130,9 @@ Run unit and integration tests:
 pytest -q
 ```
 
-Integration tests require environment variables:
+Integration tests require the `TINFOIL_API_KEY` environment variable:
 
 ```bash
-export TINFOIL_ENCLAVE="..."
-export TINFOIL_REPO="..."
 export TINFOIL_API_KEY="..."
 pytest -q -m integration
 ```