Commit ·
dc4c54a
1
Parent(s): e4f82d4
Update for Sign Up Forms
Browse files- .gitignore +10 -0
- app.py +113 -20
- requirements.txt +2 -0
.gitignore
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@@ -1 +1,11 @@
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.venv/
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.venv/
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__pycache__/
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*.pyc
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*.pyo
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*.pyd
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.env
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*.ipynb
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.ipynb_checkpoints/
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*.log
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*.log.*
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*.log-*
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app.py
CHANGED
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"""gradio app for Chat Interface for DataStax Langflow calls"""
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import
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from typing import Optional, Sequence, Tuple
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from uuid import uuid4
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import requests
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import gradio as gr
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import
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BASE_API_URL = "https://api.langflow.astra.datastax.com"
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LANGFLOW_ID = "e99b525a-84dd-4cf2-bac6-8e5ebc6a7d17"
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FLOW_ID = "bfbf7237-50dd-40dd-baba-cc680288d788"
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ENDPOINT = 'ai_traveller'
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TWEAKS = {
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"Memory-fCuCs": {
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"ChatInput-PN5E4": {},
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"Prompt-vGvVG": {},
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"GoogleGenerativeAIModel-6n0Ft": {},
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@@ -29,6 +40,52 @@ TWEAKS = {
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}
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def call_travel_ai(
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message: str,
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history: Sequence[Tuple[str, str]],
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output_type: str = "chat",
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input_type: str = "chat",
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tweaks: Optional[dict] = None,
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application_token: Optional[str] =
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) -> dict:
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"""
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Run a flow with a given message and optional tweaks.
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:param tweaks: Optional tweaks to customize the flow
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:return: The JSON response from the flow
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"""
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api_url = f"{BASE_API_URL}/lf/{LANGFLOW_ID}/api/v1/run/{endpoint}"
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payload = {
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return resp_message
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def generate_session_id():
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return str(uuid4())
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def render_value(value):
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return value
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with gr.Blocks() as demo:
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-
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value=generate_session_id,
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visible=False,
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interactive=False,
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label="Session ID",
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)
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)
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demo.launch(share=False, debug=True,)
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"""gradio app for Chat Interface for DataStax Langflow calls"""
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import re
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from datetime import datetime
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from typing import Optional, Sequence, Tuple
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from uuid import uuid4
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import os
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import requests
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import gradio as gr
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from dotenv import load_dotenv
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load_dotenv()
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BASE_API_URL = "https://api.langflow.astra.datastax.com"
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LANGFLOW_ID = "e99b525a-84dd-4cf2-bac6-8e5ebc6a7d17"
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FLOW_ID = "bfbf7237-50dd-40dd-baba-cc680288d788"
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ASTRA_DB_CLIENT_ID = os.getenv('ASTRA_DB_CLIENT_ID')
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ASTRA_DB_ID = os.getenv('ASTRA_DB_ID')
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ASTRA_DB_KEYSPACE = os.getenv('ASTRA_DB_KEYSPACE')
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ASTRA_DB_REGION = os.getenv('ASTRA_DB_REGION')
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ASTRA_DB_SECRET = os.getenv('ASTRA_DB_SECRET')
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ASTRA_DB_TOKEN = os.getenv('ASTRA_DB_TOKEN')
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DATASTAX_TOKEN = os.getenv('DATASTAX_TOKEN')
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ENDPOINT = 'ai_traveller'
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TWEAKS = {
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"Memory-fCuCs": {
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"n_messages": 100,
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"order": "Ascending",
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"sender": "Machine and User",
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"sender_name": "",
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"template": "{sender_name}: {text}"
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},
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"ChatInput-PN5E4": {},
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"Prompt-vGvVG": {},
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"GoogleGenerativeAIModel-6n0Ft": {},
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}
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def email_validator(_email: str) -> bool:
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"""RegEx based Validate the email address."""
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return bool(re.match(r"[^@]+@[^@]+\.[^@]+", _email))
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def contact_validator(_contact: str) -> bool:
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"""RegEx based Validate the contact number."""
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return bool(re.match(r'^\d{10}$', _contact))
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def required_validator(_name: str, _email: str, _contact: str) -> bool:
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"""Validate the required fields."""
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return bool(_name.strip() and _email.strip() and _contact.strip())
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def submit_signup(_email: str, _name: str, _contact: str):
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"""Add signups to the database."""
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if not email_validator(_email):
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return 'Invalid Email'
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if not contact_validator(_contact):
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return 'Invalid Contact Number'
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if not required_validator(_name, _email, _contact):
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return 'All Fields Required for Sign Up'
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response = requests.post(
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f'https://{ASTRA_DB_ID}-{ASTRA_DB_REGION}.apps.astra.datastax.com/api/rest/v2/keyspaces/{ASTRA_DB_KEYSPACE}/signups',
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headers={
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'Content-Type': 'application/json',
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'X-Cassandra-Token': ASTRA_DB_TOKEN
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},
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json={
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'email': _email,
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'name': _name,
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'contact_no': _contact,
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'created_at': datetime.now().strftime('%Y-%m-%dT%H:%M:%SZ')
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},
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timeout=360
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)
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if response.status_code != 201:
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return 'Error'
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return 'Success'
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def call_travel_ai(
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message: str,
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history: Sequence[Tuple[str, str]],
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output_type: str = "chat",
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input_type: str = "chat",
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tweaks: Optional[dict] = None,
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application_token: Optional[str] = DATASTAX_TOKEN
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) -> dict:
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"""
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Run a flow with a given message and optional tweaks.
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:param tweaks: Optional tweaks to customize the flow
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:return: The JSON response from the flow
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"""
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del history
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api_url = f"{BASE_API_URL}/lf/{LANGFLOW_ID}/api/v1/run/{endpoint}"
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payload = {
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return resp_message
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def generate_session_id():
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"""Generate a unique session ID."""
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return str(uuid4())
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with gr.Blocks() as demo:
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random_session_id = gr.Textbox(
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value=generate_session_id,
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visible=False,
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interactive=False,
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label="Session ID",
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)
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with gr.Accordion(
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'Sign Up',
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) as signup:
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with gr.Column():
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name = gr.Textbox(label="Name")
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email = gr.Textbox(label="Email")
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phone = gr.Textbox(label="Phone")
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submit_button = gr.Button("Submit")
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with gr.Accordion(
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'Chat With Agent',
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visible=False,
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) as chat:
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chat_interface = gr.ChatInterface(
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call_travel_ai,
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type='messages',
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title="AI Travel Partner",
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additional_inputs=[random_session_id],
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autofocus=True,
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fill_height=True,
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)
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def update_visibility(
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_name: str,
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_email: str,
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_phone: str,
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):
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"""Update the visibility of the sign up and chat interfaces."""
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_status = submit_signup(_email, _name, _phone)
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gr.Info(_status, duration=5, title='Sign Up Status')
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return (
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gr.update(visible=_status != 'Success'),
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gr.update(visible=_status == 'Success')
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)
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submit_button.click( # pylint: disable=no-member
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update_visibility,
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[name, email, phone],
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outputs=[signup, chat],
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)
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demo.launch(share=False, debug=True,)
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requirements.txt
CHANGED
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@@ -2,3 +2,5 @@ gradio
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pandas
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requests
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numpy
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pandas
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requests
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numpy
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cassandra-driver
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python-dotenv
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