Update app.py

app.py

@@ -1,4 +1,4 @@
-# app.py - https://huggingface.co/spaces/JBHF/ChatWithAIForScienceDocs/ - 11-04-2024, 11:30 CET
+# app.py - https://huggingface.co/spaces/JBHF/ChatWithAIForScienceDocs/ - 11-04-2024, 12:00 CET
 # Derived from https://huggingface.co/spaces/JBHF/NonToxicGlazeAdvisor_Chat_with_Docs_Groq_Edition_1/tree/main
 
 # NonToxicGlazeAdvisor_Chat_with_Docs_Groq_Edition_1 - app.py -  08-04-2024
@@ -697,12 +697,20 @@ with tab1:
         # https://www.linkedin.com/in/alexander-unzicker-2555b13a/
         "[Dr Alxander Unzicker (Physics) - LinkedIn profile](https://www.linkedin.com/in/alexander-unzicker-2555b13a/)"
         "[Jan Bours (AI, Data Science and Natural Language Processin (NLP)) - LinkedIn profile](https://www.linkedin.com/in/janbours/)"
+        st.write("---------------------------------------------------------------")
+        st.write("List of relevant papers and documents related to AI For Science: ")
+        "[A dynamic knowledge graph approach to distributed self-driving laboratories - 23-01-2024.pdf](https://www.nature.com/articles/s41467-023-44599-9.pdf)"
+        "[Accelerating science with human-aware artificial intelligence - 2306.01495 - 02-06-2023 !!!!!.pdf](https://arxiv.org/ftp/arxiv/papers/2306/2306.01495.pdf)"
+        "Artificial intelligence and illusions of understanding in scientific research - 06-03-2024 !!!!!.pdf](https://static1.squarespace.com/static/538ca3ade4b090f9ef331978/t/65f071f8fd3e3b478a4f4b86/1710256633821/Messeri%26Crockett_2024_Nature.pdf)"
+        "Forecasting the future of artificial intelligence with machine learning-based link prediction in an exponentially growing knowledge network - Nature Machine Intelligence - 16-10-2023.pdf](https://www.nature.com/articles/s42256-023-00735-0.pdf)"
+        "How AI Is Shaping Scientific Discovery - November 6, 2023 - By Sara Frueh.pdf](https://www.nationalacademies.org/news/2023/11/how-ai-is-shaping-scientific-discovery)"
+        "Hypotheses devised by AI could find ‘blind spots’ in research - Nature - 17-11-2023.pdf](https://www.nature.com/articles/d41586-023-03596-0)"
+        "LLMs AND SCIENCE - Science in the age of large language models - 26-04-2023.pdf](https://www.nature.com/articles/s42254-023-00581-4.pdf)"
+        "Large Language Model for Science - A Study on P vs. NP - Sept 2023 !!!!! !!!!! !!!!! 2309.05689.pdf](https://arxiv.org/pdf/2309.05689.pdf)"
+        "Nobel Turing Challenge - creating the engine for scientific discovery - Nature - 18-06-2021 !!!!!.pdf](https://www.nature.com/articles/s41540-021-00189-3.pdf)"
+        "[On scientific understanding with artificial intelligence - Nature Reviews Physics - 11-10-2022.pdf](https://www.nature.com/articles/s42254-022-00518-3.pdf)"
+        "[Scientific discovery in the age of artificial intelligence - Nature - 02-08-2023.pdf](https://cs.stanford.edu/people/jure/pubs/discovery-nature23.pdf)"
         
-        # "[Zelf keramische glazuren NON TOXIC samenstellen vanuit 1 basisglazuur](http://www.ceramicconcepts.nl/)"
-        # "[Keramische ateliers Victor Benckhuijsen](https://victorglazuren.nl/)"
-        # "[Keramiek Victor Glazuren Victor Benckhuijsen - Instagram](https://www.instagram.com/benckhuijsenvictor/?hl=am-et)"
-        # "[Keramiek Victor Glazuren Victor Benckhuijsen - Facebook](https://www.facebook.com/harryjamaar)"
-        # "[Keramiek Victor Glazuren Victor Benckhuijsen - YouTube](https://www.youtube.com/@kleienhoop/videos)"
 
     st.title("💬 Chatbot")
     st.caption("🚀 A streamlit chatbot powered by mixtral-8x7b-32768 Groq LLM (VERY FAST !). temperature=0.2")