Update app.py
Browse files
app.py
CHANGED
@@ -59,10 +59,22 @@ def generate_summary_with_groq(query, retrieved_text):
|
|
59 |
def main():
|
60 |
st.title("Movie Analysis: RAG-based Application")
|
61 |
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
62 |
# User input
|
63 |
user_query = st.text_input("Ask a question about movies:")
|
64 |
|
65 |
if user_query:
|
|
|
|
|
|
|
|
|
|
|
66 |
# Retrieve relevant movie summaries
|
67 |
retrieved_movies = retrieve_similar_movies(user_query, movies_df, tfidf_matrix)
|
68 |
retrieved_summaries = " ".join(retrieved_movies['summary'].values)
|
@@ -70,6 +82,10 @@ def main():
|
|
70 |
# Generate a summary response based on retrieved movies
|
71 |
generated_summary = generate_summary_with_groq(user_query, retrieved_summaries)
|
72 |
|
|
|
|
|
|
|
|
|
73 |
# Display the generated summary
|
74 |
st.subheader("Generated Summary:")
|
75 |
st.write(generated_summary)
|
@@ -77,5 +93,12 @@ def main():
|
|
77 |
# Provide an option for the user to ask another question
|
78 |
st.text("You can ask another question.")
|
79 |
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
80 |
if __name__ == "__main__":
|
81 |
main()
|
|
|
59 |
def main():
|
60 |
st.title("Movie Analysis: RAG-based Application")
|
61 |
|
62 |
+
# Initialize session state variables
|
63 |
+
if 'questions' not in st.session_state:
|
64 |
+
st.session_state.questions = []
|
65 |
+
|
66 |
+
if 'summaries' not in st.session_state:
|
67 |
+
st.session_state.summaries = []
|
68 |
+
|
69 |
# User input
|
70 |
user_query = st.text_input("Ask a question about movies:")
|
71 |
|
72 |
if user_query:
|
73 |
+
# Check if user wants to exit
|
74 |
+
if user_query.lower() in ['exit', 'no', 'quit']:
|
75 |
+
st.write("Exiting the application. Goodbye!")
|
76 |
+
return
|
77 |
+
|
78 |
# Retrieve relevant movie summaries
|
79 |
retrieved_movies = retrieve_similar_movies(user_query, movies_df, tfidf_matrix)
|
80 |
retrieved_summaries = " ".join(retrieved_movies['summary'].values)
|
|
|
82 |
# Generate a summary response based on retrieved movies
|
83 |
generated_summary = generate_summary_with_groq(user_query, retrieved_summaries)
|
84 |
|
85 |
+
# Store the question and summary in session state
|
86 |
+
st.session_state.questions.append(user_query)
|
87 |
+
st.session_state.summaries.append(generated_summary)
|
88 |
+
|
89 |
# Display the generated summary
|
90 |
st.subheader("Generated Summary:")
|
91 |
st.write(generated_summary)
|
|
|
93 |
# Provide an option for the user to ask another question
|
94 |
st.text("You can ask another question.")
|
95 |
|
96 |
+
# Display the previous questions and summaries
|
97 |
+
if st.session_state.questions:
|
98 |
+
st.write("### Previous Questions and Summaries:")
|
99 |
+
for question, summary in zip(st.session_state.questions, st.session_state.summaries):
|
100 |
+
st.write(f"- **Q:** {question}")
|
101 |
+
st.write(f" **A:** {summary}")
|
102 |
+
|
103 |
if __name__ == "__main__":
|
104 |
main()
|