finish phase 2
Browse files- .gitignore +1 -0
- app.py +62 -11
.gitignore
CHANGED
@@ -1,2 +1,3 @@
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__pycache__
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examples
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__pycache__
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examples
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+
.env
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app.py
CHANGED
@@ -31,6 +31,7 @@ db_connection = mysql.connector.connect(
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db_cursor = db_connection.cursor()
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ORG_ID = 731
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potential_labels = []
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@@ -42,6 +43,8 @@ examples_prompt = PromptTemplate(
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input_variables=["example"], template="Example:\n\n {example}"
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)
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def get_potential_labels():
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# get potential labels from db
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@@ -119,10 +122,14 @@ def classify_email_and_generate_response(representative_email, constituent_email
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import time
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start = time.time()
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-
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print("GPT4 response generated in", time.time() - start, "seconds")
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-
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def remove_spaces_after_comma(s):
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@@ -141,7 +148,8 @@ def get_similar_messages(constituent_email):
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db_cursor = db_connection.cursor()
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messages_for_category = db_cursor.execute(
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-
"SELECT id, person_id, body FROM radmap_frog12.messages WHERE id IN (SELECT message_id FROM radmap_frog12.message_category_associations)"
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)
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messages_for_category = db_cursor.fetchall()
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@@ -164,8 +172,8 @@ def get_similar_messages(constituent_email):
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while next_message_id:
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next_message = db_cursor.execute(
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-
"SELECT id, body FROM radmap_frog12.messages WHERE previous_message_id = %s",
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-
(next_message_id,),
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)
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next_message = db_cursor.fetchall()
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if not next_message:
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@@ -233,28 +241,59 @@ def save_data(orig_user_email, constituent_email, labels, user_response, current
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person_id = 11027
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elif current_user == "Rishi Vasudeva":
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person_id = 11029
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try:
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-
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if orig_user_email != "":
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db_cursor.execute(
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"INSERT INTO radmap_frog12.messages (app_id, org_id, person_id, communication_method_id, status_id, subject, body, send_date, message_type, previous_message_id) VALUES (345678, %s, %s, 1, 1, 'Email Classification and Response Tracking', %s, NOW(), 'Email Classification and Response Tracking', %s)",
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(ORG_ID, person_id, orig_user_email, message_id),
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)
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-
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-
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db_cursor.execute(
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"INSERT INTO radmap_frog12.messages (app_id, org_id, person_id, communication_method_id, status_id, subject, body, send_date, message_type, previous_message_id) VALUES (345678, %s, 0, 1, 1, 'Email Classification and Response Tracking', %s, NOW(), 'Email Classification and Response Tracking', %s)",
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-
(ORG_ID, constituent_email,
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)
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-
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db_cursor.execute(
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"INSERT INTO radmap_frog12.messages (app_id, org_id, person_id, communication_method_id, status_id, subject, body, send_date, message_type, previous_message_id) VALUES (345678, %s, %s, 1, 1, 'Email Classification and Response Tracking', %s, NOW(), 'Email Classification and Response Tracking', %s)",
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-
(ORG_ID, person_id, user_response,
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)
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# insert a row into the message_categorys_associations table for each valid label in labels with the message_id of the constituent_email
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@@ -280,6 +319,18 @@ def save_data(orig_user_email, constituent_email, labels, user_response, current
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(message_id[0][0], label_exists[0][0]),
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)
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db_connection.commit()
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return "Response successfully saved to database"
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db_cursor = db_connection.cursor()
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ORG_ID = 731
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+
AI_PERSON_ID = 11056
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potential_labels = []
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input_variables=["example"], template="Example:\n\n {example}"
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)
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+
ai_response = ""
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+
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def get_potential_labels():
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# get potential labels from db
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import time
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start = time.time()
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ai_out = llm.invoke(formatted_prompt).content
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print("GPT4 response generated in", time.time() - start, "seconds")
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global ai_response
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ai_response = ai_out
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return ", ".join(top_labels), ai_out
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def remove_spaces_after_comma(s):
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db_cursor = db_connection.cursor()
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messages_for_category = db_cursor.execute(
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+
"SELECT id, person_id, body FROM radmap_frog12.messages WHERE person_id <> %s AND id IN (SELECT message_id FROM radmap_frog12.message_category_associations)",
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(AI_PERSON_ID,),
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)
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messages_for_category = db_cursor.fetchall()
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while next_message_id:
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next_message = db_cursor.execute(
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"SELECT id, body FROM radmap_frog12.messages WHERE previous_message_id = %s AND person_id <> %s",
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(next_message_id, AI_PERSON_ID),
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)
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next_message = db_cursor.fetchall()
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if not next_message:
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person_id = 11027
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elif current_user == "Rishi Vasudeva":
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person_id = 11029
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else:
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return "You need to select a user to save data"
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try:
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first_message_id = 0
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if orig_user_email != "":
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db_cursor.execute(
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"INSERT INTO radmap_frog12.messages (app_id, org_id, person_id, communication_method_id, status_id, subject, body, send_date, message_type, previous_message_id) VALUES (345678, %s, %s, 1, 1, 'Email Classification and Response Tracking', %s, NOW(), 'Email Classification and Response Tracking', %s)",
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(ORG_ID, person_id, orig_user_email, message_id),
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)
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first_message_id = db_cursor.lastrowid
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db_cursor.execute(
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"INSERT INTO radmap_frog12.messages_log (datetime, message_id, app_id, org_id, person_id, communication_method_id, status_id, subject, body, send_date, message_type, previous_message_id) VALUES (NOW(), %s, 345678, %s, %s, 1, 1, 'Email Classification and Response Tracking', %s, NOW(), 'Email Classification and Response Tracking', %s)",
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(first_message_id, ORG_ID, person_id, orig_user_email, 0),
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)
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db_cursor.execute(
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"INSERT INTO radmap_frog12.messages (app_id, org_id, person_id, communication_method_id, status_id, subject, body, send_date, message_type, previous_message_id) VALUES (345678, %s, 0, 1, 1, 'Email Classification and Response Tracking', %s, NOW(), 'Email Classification and Response Tracking', %s)",
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(ORG_ID, constituent_email, first_message_id),
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)
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second_message_id = db_cursor.lastrowid
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db_cursor.execute(
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"INSERT INTO radmap_frog12.messages_log (datetime, message_id, app_id, org_id, person_id, communication_method_id, status_id, subject, body, send_date, message_type, previous_message_id) VALUES (NOW(), %s, 345678, %s, 0, 1, 1, 'Email Classification and Response Tracking', %s, NOW(), 'Email Classification and Response Tracking', %s)",
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(second_message_id, ORG_ID, constituent_email, first_message_id),
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)
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# add the ai response to the database
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db_cursor.execute(
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"INSERT INTO radmap_frog12.messages (app_id, org_id, person_id, communication_method_id, status_id, subject, body, send_date, message_type, previous_message_id) VALUES (345678, %s, %s, 1, 1, 'Email Classification and Response Tracking', %s, NOW(), 'Email Classification and Response Tracking', %s)",
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(ORG_ID, AI_PERSON_ID, ai_response, second_message_id),
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)
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ai_message_id = db_cursor.lastrowid
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db_cursor.execute(
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"INSERT INTO radmap_frog12.messages_log (datetime, message_id, app_id, org_id, person_id, communication_method_id, status_id, subject, body, send_date, message_type, previous_message_id) VALUES (NOW(), %s, 345678, %s, %s, 1, 1, 'Email Classification and Response Tracking', %s, NOW(), 'Email Classification and Response Tracking', %s)",
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(ai_message_id, ORG_ID, AI_PERSON_ID, ai_response, second_message_id),
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)
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db_cursor.execute(
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"INSERT INTO radmap_frog12.messages (app_id, org_id, person_id, communication_method_id, status_id, subject, body, send_date, message_type, previous_message_id) VALUES (345678, %s, %s, 1, 1, 'Email Classification and Response Tracking', %s, NOW(), 'Email Classification and Response Tracking', %s)",
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(ORG_ID, person_id, user_response, second_message_id),
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)
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third_message_id = db_cursor.lastrowid
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db_cursor.execute(
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"INSERT INTO radmap_frog12.messages_log (datetime, message_id, app_id, org_id, person_id, communication_method_id, status_id, subject, body, send_date, message_type, previous_message_id) VALUES (NOW(), %s, 345678, %s, %s, 1, 1, 'Email Classification and Response Tracking', %s, NOW(), 'Email Classification and Response Tracking', %s)",
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(third_message_id, ORG_ID, person_id, user_response, second_message_id),
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)
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# insert a row into the message_categorys_associations table for each valid label in labels with the message_id of the constituent_email
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(message_id[0][0], label_exists[0][0]),
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)
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message_catergory_association_id = db_cursor.lastrowid
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# save to logs
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db_cursor.execute(
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"INSERT INTO radmap_frog12.message_category_associations_log (datetime, message_category_associations_id, message_id, message_category_id) VALUES (NOW(), %s, %s, %s)",
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(
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message_catergory_association_id,
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message_id[0][0],
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label_exists[0][0],
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),
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)
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db_connection.commit()
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return "Response successfully saved to database"
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