Minor prompt adjustment n version update #4

Author: pramitchoudhary

about.md

@@ -4,9 +4,9 @@
 
 **Actively Being Maintained:** Yes (Demo release: _In active RnD_)
 
-**Last Updated:** September, 2023
+**Last Updated:** October, 2023
 
 **Allows uploading and using new model and data:** Yes
 
 **Detailed Description:**
-An experimental demo to evaluate text-to-SQL capabilities of large language models (LLMs) to enable QnA for tabular data
+An experimental demo to evaluate text-to-SQL capabilities of large language models (LLMs) to enable QnA for structured data.

sidekick/configs/prompt_template.py

@@ -61,7 +61,7 @@
 }
 
 NSQL_QUERY_PROMPT = """
-For SQL TABLE '{table_name}' sample question/answer pairs,\n({sample_queries})
+For SQL TABLE '{table_name}' with sample question/answer pairs,\n({sample_queries})
 
 CREATE TABLE '{table_name}'({column_info}
 )
@@ -86,8 +86,9 @@
 - **Deliberately go through the question and database schema word by word** to appropriately answer the question
 - **Use Table Aliases** to prevent ambiguity. For example, `SELECT table1.col1, table2.col1 FROM table1 JOIN table2 ON table1.id = table2.id`.
 - Only use supplied table names: **{table_name}** for generation
+- Only use column names from the CREATE TABLE statement: **{column_info}** for generation
 - When creating a ratio, always cast the numerator as float
-- Use COUNT(1) instead of COUNT(*)
+- Always use COUNT(1) instead of COUNT(*)
 - If the question is asking for a rate, use COUNT to compute percentage
 - Avoid overly complex SQL queries
 - Avoid using the WITH statement
@@ -97,7 +98,6 @@
 - If JSONB format found in Table schema, do pattern matching on keywords from the question and use SQL functions such as ->> or ->
 
 
-
 ### Input:
 For SQL TABLE '{table_name}' with sample question/answer pairs,\n({sample_queries}), create a SQL (dialect:SQLite) query to answer the following question:\n{question_txt}.
 This query will run on a database whose schema is represented in this string:

ui/app.py

@@ -119,7 +119,7 @@ async def chat(q: Q):
         ui.form_card(
             box="horizontal",
             items=[
-                ui.text("Ask your questions:"),
+                ui.text("Ask Questions:"),
                 ui.inline(items=[ui.toggle(name="demo_mode", label="Demo", trigger=True)], justify="end"),
             ],
         ),