diff --git a/README.md b/README.md
index b9748e0..a15d757 100644
--- a/README.md
+++ b/README.md
@@ -10,5 +10,36 @@
 * **Enhanced Robustness:** Improves reliability through multi-model integration and ensemble capabilities.
 
 ## Quick Start:
-[WIP]
-start from eval_example.sh
+### Setup your environment
+```
+conda create -n medsegagent python=3.12
+conda activate medsegagent
+pip install uv
+uv pip install -r requirements.txt
+```
+Then set your LLM service API keys like [OAI_CONFIG_LIST.example](OAI_CONFIG_LIST.example), the config file should be named `OAI_CONFIG_LIST`.
+```
+[
+    {
+        "model": "Qwen/Qwen2.5-32B-Instruct",
+        "api_key": "<Your API KEY>",
+        "base_url": "https://api.siliconflow.cn/v1",
+        "tags": ["silicon"]
+    },
+    {
+        "model": "gpt-4o-2024-08-06",
+        "api_key": "<Your API KEY>",
+        "base_url": "<your BASE URL>",
+        "tags": ["openai"]
+    }
+]
+```
+### Test script
+Start from eval_example.sh to try our Coarse-to-Fine setting of seg model selection.
+```
+python ./evaluate.py \
+    --test_file_path "model_selection_test_case.jsonl" \
+    --test_pattern "C2F"  \
+    --model "gpt-4o-2024-08-06"    \
+    --log_to_file
+```