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SQL LLM App with Gemini Pro/.env

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+GOOGLE_API_KEY = "AIzaSyAq4dZC1shBKa6MXkAjOP80seDZ0CAChYc"

SQL LLM App with Gemini Pro/.idea/.gitignore

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+# Default ignored files
+/shelf/
+/workspace.xml
+# Editor-based HTTP Client requests
+/httpRequests/
+# Datasource local storage ignored files
+/dataSources/
+/dataSources.local.xml

SQL LLM App with Gemini Pro/.idea/SQL LLM App with Gemini Pro.iml

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+<?xml version="1.0" encoding="UTF-8"?>
+<module type="PYTHON_MODULE" version="4">
+  <component name="NewModuleRootManager">
+    <content url="file://$MODULE_DIR$" />
+    <orderEntry type="inheritedJdk" />
+    <orderEntry type="sourceFolder" forTests="false" />
+  </component>
+</module>

SQL LLM App with Gemini Pro/.idea/inspectionProfiles/Project_Default.xml

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+<component name="InspectionProjectProfileManager">
+  <profile version="1.0">
+    <option name="myName" value="Project Default" />
+    <inspection_tool class="PyStubPackagesAdvertiser" enabled="true" level="WARNING" enabled_by_default="true">
+      <option name="ignoredPackages">
+        <list>
+          <option value="pyspark-stubs==3.0.0.post3" />
+        </list>
+      </option>
+    </inspection_tool>
+  </profile>
+</component>

SQL LLM App with Gemini Pro/.idea/inspectionProfiles/profiles_settings.xml

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+<component name="InspectionProjectProfileManager">
+  <settings>
+    <option name="USE_PROJECT_PROFILE" value="false" />
+    <version value="1.0" />
+  </settings>
+</component>

SQL LLM App with Gemini Pro/.idea/misc.xml

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+<?xml version="1.0" encoding="UTF-8"?>
+<project version="4">
+  <component name="ProjectRootManager" version="2" project-jdk-name="Python 3.10" project-jdk-type="Python SDK" />
+</project>

SQL LLM App with Gemini Pro/.idea/modules.xml

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+<?xml version="1.0" encoding="UTF-8"?>
+<project version="4">
+  <component name="ProjectModuleManager">
+    <modules>
+      <module fileurl="file://$PROJECT_DIR$/.idea/SQL LLM App with Gemini Pro.iml" filepath="$PROJECT_DIR$/.idea/SQL LLM App with Gemini Pro.iml" />
+    </modules>
+  </component>
+</project>

SQL LLM App with Gemini Pro/.idea/vcs.xml

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+<?xml version="1.0" encoding="UTF-8"?>
+<project version="4">
+  <component name="VcsDirectoryMappings">
+    <mapping directory="$PROJECT_DIR$" vcs="Git" />
+  </component>
+</project>

SQL LLM App with Gemini Pro/.idea/workspace.xml

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+<?xml version="1.0" encoding="UTF-8"?>
+<project version="4">
+  <component name="AutoImportSettings">
+    <option name="autoReloadType" value="SELECTIVE" />
+  </component>
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+    <list default="true" id="388c7a06-58ad-492c-8429-6edd735aaecc" name="Changes" comment="">
+      <change afterPath="$PROJECT_DIR$/.env" afterDir="false" />
+      <change afterPath="$PROJECT_DIR$/.idea/.gitignore" afterDir="false" />
+      <change afterPath="$PROJECT_DIR$/.idea/SQL LLM App with Gemini Pro.iml" afterDir="false" />
+      <change afterPath="$PROJECT_DIR$/.idea/misc.xml" afterDir="false" />
+      <change afterPath="$PROJECT_DIR$/.idea/modules.xml" afterDir="false" />
+      <change afterPath="$PROJECT_DIR$/app.py" afterDir="false" />
+      <change afterPath="$PROJECT_DIR$/main.py" afterDir="false" />
+      <change afterPath="$PROJECT_DIR$/requirements.txt" afterDir="false" />
+      <change afterPath="$PROJECT_DIR$/sql.py" afterDir="false" />
+      <change afterPath="$PROJECT_DIR$/student.db" afterDir="false" />
+      <change afterPath="$PROJECT_DIR$/venv/.nonadmin" afterDir="false" />
+    </list>
+    <option name="SHOW_DIALOG" value="false" />
+    <option name="HIGHLIGHT_CONFLICTS" value="true" />
+    <option name="HIGHLIGHT_NON_ACTIVE_CHANGELIST" value="false" />
+    <option name="LAST_RESOLUTION" value="IGNORE" />
+  </component>
+  <component name="FileTemplateManagerImpl">
+    <option name="RECENT_TEMPLATES">
+      <list>
+        <option value="Python Script" />
+      </list>
+    </option>
+  </component>
+  <component name="Git.Settings">
+    <option name="RECENT_GIT_ROOT_PATH" value="$PROJECT_DIR$" />
+  </component>
+  <component name="HighlightingSettingsPerFile">
+    <setting file="file://$PROJECT_DIR$/app.py" root0="SKIP_INSPECTION" />
+    <setting file="file://$PROJECT_DIR$/sql.py" root0="SKIP_INSPECTION" />
+  </component>
+  <component name="MarkdownSettingsMigration">
+    <option name="stateVersion" value="1" />
+  </component>
+  <component name="ProjectId" id="2bp3RvaMjfwjiPhVwRbKtH2PigE" />
+  <component name="ProjectLevelVcsManager" settingsEditedManually="true" />
+  <component name="ProjectViewState">
+    <option name="hideEmptyMiddlePackages" value="true" />
+    <option name="showLibraryContents" value="true" />
+  </component>
+  <component name="PropertiesComponent">{
+  &quot;keyToString&quot;: {
+    &quot;WebServerToolWindowFactoryState&quot;: &quot;false&quot;,
+    &quot;last_opened_file_path&quot;: &quot;C:/Users/laxmi/PycharmProjects/pythonProject5&quot;,
+    &quot;node.js.detected.package.eslint&quot;: &quot;true&quot;,
+    &quot;node.js.detected.package.tslint&quot;: &quot;true&quot;,
+    &quot;node.js.selected.package.eslint&quot;: &quot;(autodetect)&quot;,
+    &quot;node.js.selected.package.tslint&quot;: &quot;(autodetect)&quot;,
+    &quot;settings.editor.selected.configurable&quot;: &quot;preferences.fileTypes&quot;
+  }
+}</component>
+  <component name="RunManager" selected="Python.app">
+    <configuration name="app" type="PythonConfigurationType" factoryName="Python" temporary="true" nameIsGenerated="true">
+      <module name="SQL LLM App with Gemini Pro" />
+      <option name="INTERPRETER_OPTIONS" value="" />
+      <option name="PARENT_ENVS" value="true" />
+      <envs>
+        <env name="PYTHONUNBUFFERED" value="1" />
+      </envs>
+      <option name="SDK_HOME" value="" />
+      <option name="WORKING_DIRECTORY" value="$PROJECT_DIR$" />
+      <option name="IS_MODULE_SDK" value="true" />
+      <option name="ADD_CONTENT_ROOTS" value="true" />
+      <option name="ADD_SOURCE_ROOTS" value="true" />
+      <EXTENSION ID="PythonCoverageRunConfigurationExtension" runner="coverage.py" />
+      <option name="SCRIPT_NAME" value="$PROJECT_DIR$/app.py" />
+      <option name="PARAMETERS" value="" />
+      <option name="SHOW_COMMAND_LINE" value="false" />
+      <option name="EMULATE_TERMINAL" value="false" />
+      <option name="MODULE_MODE" value="false" />
+      <option name="REDIRECT_INPUT" value="false" />
+      <option name="INPUT_FILE" value="" />
+      <method v="2" />
+    </configuration>
+    <configuration name="main" type="PythonConfigurationType" factoryName="Python" nameIsGenerated="true">
+      <module name="SQL LLM App with Gemini Pro" />
+      <option name="INTERPRETER_OPTIONS" value="" />
+      <option name="PARENT_ENVS" value="true" />
+      <envs>
+        <env name="PYTHONUNBUFFERED" value="1" />
+      </envs>
+      <option name="SDK_HOME" value="" />
+      <option name="WORKING_DIRECTORY" value="$PROJECT_DIR$" />
+      <option name="IS_MODULE_SDK" value="true" />
+      <option name="ADD_CONTENT_ROOTS" value="true" />
+      <option name="ADD_SOURCE_ROOTS" value="true" />
+      <EXTENSION ID="PythonCoverageRunConfigurationExtension" runner="coverage.py" />
+      <option name="SCRIPT_NAME" value="$PROJECT_DIR$/main.py" />
+      <option name="PARAMETERS" value="" />
+      <option name="SHOW_COMMAND_LINE" value="false" />
+      <option name="EMULATE_TERMINAL" value="false" />
+      <option name="MODULE_MODE" value="false" />
+      <option name="REDIRECT_INPUT" value="false" />
+      <option name="INPUT_FILE" value="" />
+      <method v="2" />
+    </configuration>
+    <configuration name="sql" type="PythonConfigurationType" factoryName="Python" temporary="true" nameIsGenerated="true">
+      <module name="SQL LLM App with Gemini Pro" />
+      <option name="INTERPRETER_OPTIONS" value="" />
+      <option name="PARENT_ENVS" value="true" />
+      <envs>
+        <env name="PYTHONUNBUFFERED" value="1" />
+      </envs>
+      <option name="SDK_HOME" value="" />
+      <option name="WORKING_DIRECTORY" value="$PROJECT_DIR$" />
+      <option name="IS_MODULE_SDK" value="true" />
+      <option name="ADD_CONTENT_ROOTS" value="true" />
+      <option name="ADD_SOURCE_ROOTS" value="true" />
+      <EXTENSION ID="PythonCoverageRunConfigurationExtension" runner="coverage.py" />
+      <option name="SCRIPT_NAME" value="$PROJECT_DIR$/sql.py" />
+      <option name="PARAMETERS" value="" />
+      <option name="SHOW_COMMAND_LINE" value="false" />
+      <option name="EMULATE_TERMINAL" value="false" />
+      <option name="MODULE_MODE" value="false" />
+      <option name="REDIRECT_INPUT" value="false" />
+      <option name="INPUT_FILE" value="" />
+      <method v="2" />
+    </configuration>
+    <recent_temporary>
+      <list>
+        <item itemvalue="Python.app" />
+        <item itemvalue="Python.sql" />
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+      <changelist id="388c7a06-58ad-492c-8429-6edd735aaecc" name="Changes" comment="" />
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+      <option name="number" value="Default" />
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+      <updated>1706898188410</updated>
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+    <servers />
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+  <component name="TypeScriptGeneratedFilesManager">
+    <option name="version" value="3" />
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+  <component name="Vcs.Log.Tabs.Properties">
+    <option name="TAB_STATES">
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+          <value>
+            <State />
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+      </map>
+    </option>
+  </component>
+  <component name="com.intellij.coverage.CoverageDataManagerImpl">
+    <SUITE FILE_PATH="coverage/SQL_LLM_App_with_Gemini_Pro$sql.coverage" NAME="sql Coverage Results" MODIFIED="1712031312739" SOURCE_PROVIDER="com.intellij.coverage.DefaultCoverageFileProvider" RUNNER="coverage.py" COVERAGE_BY_TEST_ENABLED="true" COVERAGE_TRACING_ENABLED="false" WORKING_DIRECTORY="$PROJECT_DIR$" />
+    <SUITE FILE_PATH="coverage/SQL_LLM_App_with_Gemini_Pro$app.coverage" NAME="app Coverage Results" MODIFIED="1712031323033" SOURCE_PROVIDER="com.intellij.coverage.DefaultCoverageFileProvider" RUNNER="coverage.py" COVERAGE_BY_TEST_ENABLED="true" COVERAGE_TRACING_ENABLED="false" WORKING_DIRECTORY="$PROJECT_DIR$" />
+  </component>
+</project>

SQL LLM App with Gemini Pro/app.py

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+from dotenv import load_dotenv
+import streamlit as st
+import os
+import sqlite3
+import google.generativeai as genai
+
+# Configure API key
+genai.configure(api_key=os.getenv("GOOGLE_API_KEY"))
+
+def get_gemini_response(question, prompt):
+    model = genai.GenerativeModel('gemini-pro')
+    response = model.generate_content([prompt[0], question])
+    return response.text.strip()
+
+def read_sql_query(sql, db):
+    conn = sqlite3.connect(db)
+    cur = conn.cursor()
+    cur.execute(sql)
+    rows = cur.fetchall()
+    conn.commit()
+    conn.close()
+    return rows
+
+# Prompt for the application
+prompt = [
+    """
+    You are an expert in converting English questions to SQL query!
+    The SQL database has the name STUDENT and has the following columns - NAME, CLASS, 
+    SECTION \n\nFor example,\nExample 1 - How many entries of records are present?, 
+    the SQL command will be something like this SELECT COUNT(*) FROM STUDENT ;
+    \nExample 2 - Tell me all the students studying in Data Science class?, 
+    the SQL command will be something like this SELECT * FROM STUDENT 
+    where CLASS="Data Science"; 
+    """
+]
+
+# Streamlit app
+st.set_page_config(page_title="Text to SQL Query Converter")
+st.title("Text to SQL Query Converter")
+
+# User input
+question = st.text_input("Enter your question:", key="input")
+
+# Submit button
+if st.button("Convert to SQL Query"):
+    if not question:
+        st.error("Please enter a question.")
+    else:
+        # Generate SQL query from the question
+        sql_query = get_gemini_response(question, prompt)
+        st.write("SQL Query:")
+        st.code(sql_query)
+
+        # Execute the SQL query and display results
+        try:
+            results = read_sql_query(sql_query, "student.db")
+            if results:
+                st.success("Query executed successfully. Results:")
+                st.table(results)
+            else:
+                st.warning("No results found.")
+        except Exception as e:
+            st.error(f"An error occurred: {e}")

SQL LLM App with Gemini Pro/main.py

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+# This is a sample Python script.
+
+# Press Shift+F10 to execute it or replace it with your code.
+# Press Double Shift to search everywhere for classes, files, tool windows, actions, and settings.
+
+
+def print_hi(name):
+    # Use a breakpoint in the code line below to debug your script.
+    print(f'Hi, {name}')  # Press Ctrl+F8 to toggle the breakpoint.
+
+
+# Press the green button in the gutter to run the script.
+if __name__ == '__main__':
+    print_hi('PyCharm')
+
+# See PyCharm help at https://www.jetbrains.com/help/pycharm/

SQL LLM App with Gemini Pro/requirements.txt

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+streamlit
+google-generativeai
+python-dotenv

SQL LLM App with Gemini Pro/sql.py

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+import sqlite3
+
+## Connectt to SQlite
+connection=sqlite3.connect("student.db")
+
+# Create a cursor object to insert record,create table
+
+cursor=connection.cursor()
+
+## create the table
+table_info="""
+Create table if not exists STUDENT(NAME VARCHAR(25),CLASS VARCHAR(25),
+SECTION VARCHAR(25),MARKS INT);
+
+"""
+cursor.execute(table_info)
+## Insert Some more records
+
+cursor.execute('''Insert Into STUDENT values('Vijay','Data Science','A',90)''')
+cursor.execute('''Insert Into STUDENT values('Vaish','Data Science','B',100)''')
+cursor.execute('''Insert Into STUDENT values('Piyush','Data Science','A',86)''')
+cursor.execute('''Insert Into STUDENT values('Anas','DEVOPS','A',50)''')
+cursor.execute('''Insert Into STUDENT values('Rana','DEVOPS','A',35)''')
+
+## Disspaly ALl the records
+
+print("The isnerted records are")
+data=cursor.execute('''Select * from STUDENT''')
+for row in data:
+    print(row)
+
+## Commit your changes int he databse
+connection.commit()
+connection.close()

SQL LLM App with Gemini Pro/venv/conda-meta/history

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+==> 2024-02-03 00:00:18 <==
+# cmd: C:\Users\laxmi\anaconda3\Scripts\conda-script.py create -p venv -y
+# conda version: 23.7.4

SQL LLM App with Gemini Pro/venv/etc/aau_token

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+otmkr4oY7a8dVV9N8XFi4A