Spaces:
Runtime error
Runtime error
arittrabag
commited on
Upload folder using huggingface_hub
Browse files- README.md +2 -8
- auth.py +76 -0
- chatbot.py +56 -0
README.md
CHANGED
@@ -1,12 +1,6 @@
|
|
1 |
---
|
2 |
-
title:
|
3 |
-
|
4 |
-
colorFrom: gray
|
5 |
-
colorTo: pink
|
6 |
sdk: gradio
|
7 |
sdk_version: 4.14.0
|
8 |
-
app_file: app.py
|
9 |
-
pinned: false
|
10 |
---
|
11 |
-
|
12 |
-
Check out the configuration reference at https://huggingface.co/docs/hub/spaces-config-reference
|
|
|
1 |
---
|
2 |
+
title: RadicalX_GenAI_Chatbot
|
3 |
+
app_file: chatbot.py
|
|
|
|
|
4 |
sdk: gradio
|
5 |
sdk_version: 4.14.0
|
|
|
|
|
6 |
---
|
|
|
|
auth.py
ADDED
@@ -0,0 +1,76 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
1 |
+
import gradio as gr
|
2 |
+
import requests
|
3 |
+
import json
|
4 |
+
|
5 |
+
api_key = "AIzaSyDP2S0msFLcdaebwQqeZsfalL-kDRWSmYs"
|
6 |
+
api_url = "https://generativelanguage.googleapis.com/v1beta/models/gemini-pro:generateContent"
|
7 |
+
|
8 |
+
memory = {}
|
9 |
+
users = {} # Store user credentials
|
10 |
+
|
11 |
+
def generate_content(prompt):
|
12 |
+
headers = {'Content-Type': 'application/json'}
|
13 |
+
data = {
|
14 |
+
"contents": [
|
15 |
+
{
|
16 |
+
"parts": [
|
17 |
+
{"text": prompt}
|
18 |
+
]
|
19 |
+
}
|
20 |
+
]
|
21 |
+
}
|
22 |
+
params = {'key': api_key}
|
23 |
+
|
24 |
+
response = requests.post(api_url, headers=headers, data=json.dumps(data), params=params)
|
25 |
+
|
26 |
+
if response.status_code == 200:
|
27 |
+
try:
|
28 |
+
candidates = response.json().get('candidates', [])
|
29 |
+
if candidates:
|
30 |
+
content = candidates[0].get('content', {}).get('parts', [])[0].get('text', '')
|
31 |
+
return content
|
32 |
+
else:
|
33 |
+
return f"Error: 'candidates' not found in response"
|
34 |
+
except (IndexError, KeyError):
|
35 |
+
return f"Error: Unexpected response structure - {response.json()}"
|
36 |
+
else:
|
37 |
+
return f"Error: {response.status_code}, {response.text}"
|
38 |
+
|
39 |
+
def authenticate_user(username, password):
|
40 |
+
# Simple username-password authentication
|
41 |
+
return users.get(username) == password
|
42 |
+
|
43 |
+
def chatbot(user_input, username, password, action):
|
44 |
+
global memory
|
45 |
+
if 'history' not in memory:
|
46 |
+
memory['history'] = []
|
47 |
+
|
48 |
+
if action == 'signup':
|
49 |
+
# Sign up new user
|
50 |
+
if username not in users:
|
51 |
+
users[username] = password
|
52 |
+
return "Signup successful. You can now log in and start chatting."
|
53 |
+
else:
|
54 |
+
return "Error: Username already exists. Choose a different username."
|
55 |
+
|
56 |
+
elif action == 'login':
|
57 |
+
# Log in existing user
|
58 |
+
if authenticate_user(username, password):
|
59 |
+
# Remember user input
|
60 |
+
memory['history'].append(user_input)
|
61 |
+
|
62 |
+
# Generate response based on user input and history
|
63 |
+
prompt = ' '.join(memory['history']) # Combine previous inputs
|
64 |
+
response = generate_content(prompt)
|
65 |
+
|
66 |
+
# Remember generated response
|
67 |
+
memory['history'].append(response)
|
68 |
+
|
69 |
+
return response
|
70 |
+
else:
|
71 |
+
return "Error: Invalid username or password. Please try again."
|
72 |
+
|
73 |
+
# Define Gradio interface with authentication
|
74 |
+
iface = gr.Interface(fn=chatbot, inputs=["text", "text", "password", "text"], outputs="text",
|
75 |
+
live=True, auth=("username", "password"))
|
76 |
+
iface.launch()
|
chatbot.py
ADDED
@@ -0,0 +1,56 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
1 |
+
import gradio as gr
|
2 |
+
import requests
|
3 |
+
import json
|
4 |
+
|
5 |
+
api_key = "AIzaSyDP2S0msFLcdaebwQqeZsfalL-kDRWSmYs"
|
6 |
+
api_url = "https://generativelanguage.googleapis.com/v1beta/models/gemini-pro:generateContent"
|
7 |
+
|
8 |
+
memory = {}
|
9 |
+
|
10 |
+
def generate_content(prompt):
|
11 |
+
headers = {'Content-Type': 'application/json'}
|
12 |
+
data = {
|
13 |
+
"contents": [
|
14 |
+
{
|
15 |
+
"parts": [
|
16 |
+
{"text": prompt}
|
17 |
+
]
|
18 |
+
}
|
19 |
+
]
|
20 |
+
}
|
21 |
+
params = {'key': api_key}
|
22 |
+
|
23 |
+
response = requests.post(api_url, headers=headers, data=json.dumps(data), params=params)
|
24 |
+
|
25 |
+
if response.status_code == 200:
|
26 |
+
try:
|
27 |
+
candidates = response.json().get('candidates', [])
|
28 |
+
if candidates:
|
29 |
+
content = candidates[0].get('content', {}).get('parts', [])[0].get('text', '')
|
30 |
+
return content
|
31 |
+
else:
|
32 |
+
return f"Error: 'candidates' not found in response"
|
33 |
+
except (IndexError, KeyError):
|
34 |
+
return f"Error: Unexpected response structure - {response.json()}"
|
35 |
+
else:
|
36 |
+
return f"Error: {response.status_code}, {response.text}"
|
37 |
+
|
38 |
+
def chatbot(input, timestamp):
|
39 |
+
global memory
|
40 |
+
if 'history' not in memory:
|
41 |
+
memory['history'] = []
|
42 |
+
|
43 |
+
# Remember user input
|
44 |
+
memory['history'].append(input)
|
45 |
+
|
46 |
+
# Generate response based on user input and history
|
47 |
+
prompt = ' '.join(memory['history']) # Combine previous inputs
|
48 |
+
response = generate_content(prompt)
|
49 |
+
|
50 |
+
# Remember generated response
|
51 |
+
memory['history'].append(response)
|
52 |
+
|
53 |
+
return response
|
54 |
+
|
55 |
+
# Define Gradio interface
|
56 |
+
gr.ChatInterface(chatbot).launch(share=True)
|