Spaces:
Runtime error
Runtime error
app file
Browse files
app.py
ADDED
@@ -0,0 +1,43 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
1 |
+
import streamlit as st
|
2 |
+
import google.generativeai as genai
|
3 |
+
|
4 |
+
|
5 |
+
genai.configure(api_key="AIzaSyDc3u4wMi-IxuGaxYy27rNjntsqYpYBEj0")
|
6 |
+
|
7 |
+
model = genai.GenerativeModel('gemini-pro')
|
8 |
+
|
9 |
+
|
10 |
+
|
11 |
+
st.set_page_config(page_title="AI SQL Query Generator")
|
12 |
+
st.markdown(
|
13 |
+
"""
|
14 |
+
<div style="text-align:center;">
|
15 |
+
<h1> SQL Query Generator using LLM </h1>
|
16 |
+
<h3>This tool can generate SQL queries for given prompt</h3>
|
17 |
+
<h3>With Explanation of Queries </h3>
|
18 |
+
</div>
|
19 |
+
""",
|
20 |
+
unsafe_allow_html=True,
|
21 |
+
)
|
22 |
+
|
23 |
+
text_input = st.text_area("Enter you Query here:")
|
24 |
+
|
25 |
+
submit = st.button("Generate SQL Query")
|
26 |
+
|
27 |
+
if submit:
|
28 |
+
with st.spinner("Generating SQL Query..."):
|
29 |
+
template = """
|
30 |
+
Generate a SQL query for
|
31 |
+
'''
|
32 |
+
{text_input}
|
33 |
+
'''
|
34 |
+
Also explain the query and concepts used in generated query.
|
35 |
+
"""
|
36 |
+
formatted_template = template.format(text_input=text_input)
|
37 |
+
|
38 |
+
# st.write(formatted_template)
|
39 |
+
response = model.generate_content(formatted_template)
|
40 |
+
sql_query = response.text
|
41 |
+
st.write("Generated query with explaination: ")
|
42 |
+
st.write(sql_query)
|
43 |
+
|