system prompt

README.md

@@ -1,6 +1,6 @@
 ---
-title: Dev
-emoji: 🔥
+title: Research Questions
+emoji: 📚
 colorFrom: blue
 colorTo: blue
 sdk: streamlit
@@ -10,4 +10,7 @@ pinned: false
 license: mit
 ---
 
+
+A simple app to provide students feedback on their research questions.
+
 Check out the configuration reference at https://huggingface.co/docs/hub/spaces-config-reference

app.py

@@ -4,10 +4,16 @@
 
 from langchain.callbacks.base import BaseCallbackHandler
 from langchain.chat_models import ChatOpenAI
-from langchain.schema import HumanMessage
+from langchain.schema import HumanMessage, SystemMessage
 import streamlit as st
 import os
 
+# from langchain.prompts.chat import (
+#      ChatPromptTemplate,
+#      SystemMessagePromptTemplate,
+#      HumanMessagePromptTemplate,
+# )
+
 
 class StreamHandler(BaseCallbackHandler):
     def __init__(self, container, initial_text="", display_method='markdown'):
@@ -54,16 +60,44 @@ def check_password():
 
 
 
+
+
 if check_password():
+    st.markdown("Get instant feedback on your research question")
     query = st.text_input("Input your research question", value="How do biases in AI student evaluations compare to documented biases in human evaluations?")
     ask_button = st.button("ask")
 
     st.markdown("### GPT-3.5 response")
     chat_box = st.empty()
     stream_handler = StreamHandler(chat_box, display_method='write')
-    chat = ChatOpenAI(max_tokens=25, streaming=True, callbacks=[stream_handler])
+    chat = ChatOpenAI(max_tokens=5000, streaming=True, callbacks=[stream_handler])
 
+    query_combined = "Please provide constructive feedback in English on this proposed research question, suggesting how it might be improved: <research_question>" + query + "</research_question>."
     #st.markdown("### together box")
+    messages = [
+        SystemMessage(
+            content="""You are a helpful research assistant that provides feedback to university students and researchers on their ideas for a research question, \
+in particular for Masters students planning to write a Master's Thesis. A good research question should be narrow enough that it can be well-addressed in a 20-30 page \
+ literature review, and provides guidance to focus the literature review, and points towards specific areas of scientific literature that should be included. A good research question also provides guidance on the methodological (empirical) approach needed to answer the question. """
+        ),
+        HumanMessage(
+            content=query_combined
+        ),
+    ]
+    =
 
     if query and ask_button:
-        response = chat([HumanMessage(content=query)])
+        response = chat(messages) # [HumanMessage(content=query)])
+
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