Update README.md

README.md

@@ -18,3 +18,32 @@ https://trialmatchllm.com/
 
 ![image/png](https://cdn-uploads.huggingface.co/production/uploads/6569e9d4d9f52520c827a0b4/HWkFyGbgD36QNI2-YZZVz.png)
 
+
+**DEMO**
+
+
+![image/png](https://cdn-uploads.huggingface.co/production/uploads/6569e9d4d9f52520c827a0b4/eEbtc3-LlUdw5ysfQZePX.png)
+
+-- Extracting patient description and planning searches
+![image/png](https://cdn-uploads.huggingface.co/production/uploads/6569e9d4d9f52520c827a0b4/rmvL42AirsffXWG9uqHFa.png)
+
+-- Planning and running eligibility check 
+![image/png](https://cdn-uploads.huggingface.co/production/uploads/6569e9d4d9f52520c827a0b4/0CXguoJFcgvv4fr_IQsAK.png)
+
+-- Classified Trials
+
+![image/png](https://cdn-uploads.huggingface.co/production/uploads/6569e9d4d9f52520c827a0b4/vZZL-v03j1wny7PlFnwt5.png)
+
+-- Exlanations to non-experts
+![image/png](https://cdn-uploads.huggingface.co/production/uploads/6569e9d4d9f52520c827a0b4/C57TxBJKLN8p9sTvJ98H5.png)
+
+
+-- Break down of AI thoughts and Obervations
+
+![image/png](https://cdn-uploads.huggingface.co/production/uploads/6569e9d4d9f52520c827a0b4/BYR8qhE_zywvn4afwbNyg.png)
+
+-- Teach AI to make it perform better for you  // Reinforcement Learning 
+
+![image/png](https://cdn-uploads.huggingface.co/production/uploads/6569e9d4d9f52520c827a0b4/OQZDkPiWVZkR1pXNjZT_Y.png)
+
+https://www.loom.com/share/835781835ebd449e914e58a61c2969ba?sid=c810f9d5-14a2-4926-9b7a-410be242d27a