Spaces:
Sleeping
Sleeping
Commit
·
29cff03
1
Parent(s):
5bd35a5
done
Browse files
app.py
CHANGED
|
@@ -5,7 +5,6 @@ import traceback
|
|
| 5 |
import os
|
| 6 |
|
| 7 |
# Initialize the Inference Client with your model
|
| 8 |
-
# Ensure you have set the HUGGINGFACE_API_TOKEN environment variable
|
| 9 |
client = InferenceClient("HuggingFaceH4/zephyr-7b-beta", token=os.getenv("HUGGINGFACE_API_TOKEN"))
|
| 10 |
|
| 11 |
def respond(
|
|
@@ -17,15 +16,13 @@ def respond(
|
|
| 17 |
current_salary
|
| 18 |
):
|
| 19 |
"""
|
| 20 |
-
|
| 21 |
"""
|
| 22 |
-
# Define the system message
|
| 23 |
system_message = (
|
| 24 |
-
"You are a hiring manager negotiating a job offer. "
|
| 25 |
-
"Your initial offer is $60,000. "
|
| 26 |
-
"
|
| 27 |
-
"Communicate any salary offers explicitly in your responses, "
|
| 28 |
-
"and only mention the salary when you are making an offer."
|
| 29 |
)
|
| 30 |
|
| 31 |
# Initialize the messages with the system prompt
|
|
@@ -41,9 +38,9 @@ def respond(
|
|
| 41 |
# Append the latest user message
|
| 42 |
messages.append({"role": "user", "content": message})
|
| 43 |
|
| 44 |
-
# Generate the AI response
|
| 45 |
try:
|
| 46 |
-
|
| 47 |
messages,
|
| 48 |
max_tokens=max_tokens,
|
| 49 |
temperature=temperature,
|
|
@@ -51,69 +48,65 @@ def respond(
|
|
| 51 |
stop=None
|
| 52 |
).get("choices")[0].get("message").get("content")
|
| 53 |
except Exception as e:
|
| 54 |
-
|
| 55 |
traceback.print_exc()
|
| 56 |
|
| 57 |
-
# Append AI response to history
|
| 58 |
-
history.append((message,
|
| 59 |
|
| 60 |
-
#
|
| 61 |
-
# Prepare the assessment prompt
|
| 62 |
-
|
| 63 |
-
"
|
| 64 |
-
"
|
| 65 |
-
"
|
| 66 |
)
|
| 67 |
|
|
|
|
|
|
|
|
|
|
|
|
|
| 68 |
for user_msg, ai_msg in history:
|
| 69 |
if user_msg:
|
| 70 |
-
|
| 71 |
if ai_msg:
|
| 72 |
-
|
| 73 |
|
| 74 |
-
#
|
| 75 |
try:
|
| 76 |
-
|
| 77 |
-
|
| 78 |
max_tokens=10,
|
| 79 |
-
temperature=
|
| 80 |
-
top_p=
|
| 81 |
stop=None
|
| 82 |
-
).get("choices")[0].get("message").get("content")
|
| 83 |
except Exception as e:
|
| 84 |
-
|
| 85 |
traceback.print_exc()
|
|
|
|
| 86 |
|
| 87 |
-
#
|
| 88 |
-
|
| 89 |
-
|
| 90 |
-
|
| 91 |
-
|
| 92 |
-
|
| 93 |
-
|
| 94 |
-
|
| 95 |
-
|
| 96 |
-
current_salary -= decrement
|
| 97 |
-
# Ensure salary doesn't go below $60,000
|
| 98 |
-
if current_salary < 60000:
|
| 99 |
-
current_salary = 60000
|
| 100 |
-
negotiation_result = f"⚠️ Negotiation resulted in no change. Your salary remains at $60,000."
|
| 101 |
else:
|
| 102 |
-
|
| 103 |
-
|
| 104 |
-
|
| 105 |
-
|
| 106 |
-
|
| 107 |
-
else:
|
| 108 |
-
# If the response is unclear, do not change the salary
|
| 109 |
-
negotiation_result = "🤔 I couldn't determine the salary adjustment based on the conversation."
|
| 110 |
-
history.append(("", negotiation_result))
|
| 111 |
|
| 112 |
-
return history, current_salary
|
| 113 |
|
| 114 |
def reset_game():
|
| 115 |
"""
|
| 116 |
-
|
| 117 |
"""
|
| 118 |
return [], 60000 # Reset history and salary to $60,000
|
| 119 |
|
|
@@ -122,65 +115,60 @@ with gr.Blocks() as demo:
|
|
| 122 |
gr.Markdown("# 💼 Salary Negotiation Game")
|
| 123 |
gr.Markdown(
|
| 124 |
"""
|
| 125 |
-
**Objective:** Negotiate your salary starting from
|
| 126 |
-
|
| 127 |
**Instructions:**
|
| 128 |
-
- Use the chat
|
| 129 |
- Provide compelling reasons for a higher salary.
|
| 130 |
- The hiring manager will consider your arguments and may adjust the offer.
|
| 131 |
"""
|
| 132 |
)
|
| 133 |
-
|
| 134 |
-
|
| 135 |
-
|
| 136 |
-
|
| 137 |
-
|
| 138 |
-
|
| 139 |
-
|
| 140 |
-
|
| 141 |
-
|
| 142 |
-
|
| 143 |
-
|
| 144 |
-
|
| 145 |
-
|
| 146 |
-
|
| 147 |
-
|
| 148 |
-
|
| 149 |
-
|
| 150 |
-
|
| 151 |
-
|
| 152 |
-
|
| 153 |
-
|
| 154 |
-
|
| 155 |
-
|
| 156 |
-
|
| 157 |
-
|
| 158 |
-
|
| 159 |
-
|
| 160 |
-
|
| 161 |
-
|
| 162 |
-
|
| 163 |
-
|
| 164 |
-
|
| 165 |
-
|
| 166 |
-
|
| 167 |
-
|
| 168 |
-
|
| 169 |
-
|
| 170 |
-
|
| 171 |
-
|
| 172 |
-
|
| 173 |
-
|
| 174 |
-
|
| 175 |
-
|
| 176 |
-
|
| 177 |
-
|
| 178 |
-
|
| 179 |
-
gr.State(), # Update the salary state
|
| 180 |
-
user_input # Clear the input textbox
|
| 181 |
-
]
|
| 182 |
-
)
|
| 183 |
-
|
| 184 |
gr.Markdown(
|
| 185 |
"""
|
| 186 |
---
|
|
|
|
| 5 |
import os
|
| 6 |
|
| 7 |
# Initialize the Inference Client with your model
|
|
|
|
| 8 |
client = InferenceClient("HuggingFaceH4/zephyr-7b-beta", token=os.getenv("HUGGINGFACE_API_TOKEN"))
|
| 9 |
|
| 10 |
def respond(
|
|
|
|
| 16 |
current_salary
|
| 17 |
):
|
| 18 |
"""
|
| 19 |
+
Respond function to handle the conversation and update salary based on AI's assessment.
|
| 20 |
"""
|
| 21 |
+
# Define the system message for the conversation (hidden from the user)
|
| 22 |
system_message = (
|
| 23 |
+
"You are a hiring manager negotiating a job offer with a candidate. "
|
| 24 |
+
"Your initial salary offer is $60,000. "
|
| 25 |
+
"Engage in a negotiation with the candidate, adjusting your offer based on their arguments."
|
|
|
|
|
|
|
| 26 |
)
|
| 27 |
|
| 28 |
# Initialize the messages with the system prompt
|
|
|
|
| 38 |
# Append the latest user message
|
| 39 |
messages.append({"role": "user", "content": message})
|
| 40 |
|
| 41 |
+
# Generate the AI's response to the user's message
|
| 42 |
try:
|
| 43 |
+
response = client.chat_completion(
|
| 44 |
messages,
|
| 45 |
max_tokens=max_tokens,
|
| 46 |
temperature=temperature,
|
|
|
|
| 48 |
stop=None
|
| 49 |
).get("choices")[0].get("message").get("content")
|
| 50 |
except Exception as e:
|
| 51 |
+
response = f"An error occurred while communicating with the AI: {e}"
|
| 52 |
traceback.print_exc()
|
| 53 |
|
| 54 |
+
# Append the AI's response to the history
|
| 55 |
+
history.append((message, response))
|
| 56 |
|
| 57 |
+
# Now, send the conversation to the AI to get the updated salary
|
| 58 |
+
# Prepare the salary assessment prompt
|
| 59 |
+
salary_assessment_prompt = (
|
| 60 |
+
"As the hiring manager, based on the conversation so far, "
|
| 61 |
+
"what salary do you now offer to the candidate? "
|
| 62 |
+
"Please provide only the salary amount as a number, without any additional text."
|
| 63 |
)
|
| 64 |
|
| 65 |
+
# Prepare the messages for salary assessment
|
| 66 |
+
assessment_messages = [{"role": "system", "content": salary_assessment_prompt}]
|
| 67 |
+
|
| 68 |
+
# Include the conversation history
|
| 69 |
for user_msg, ai_msg in history:
|
| 70 |
if user_msg:
|
| 71 |
+
assessment_messages.append({"role": "user", "content": user_msg})
|
| 72 |
if ai_msg:
|
| 73 |
+
assessment_messages.append({"role": "assistant", "content": ai_msg})
|
| 74 |
|
| 75 |
+
# Generate the AI's salary assessment
|
| 76 |
try:
|
| 77 |
+
salary_response = client.chat_completion(
|
| 78 |
+
assessment_messages,
|
| 79 |
max_tokens=10,
|
| 80 |
+
temperature=temperature,
|
| 81 |
+
top_p=top_p,
|
| 82 |
stop=None
|
| 83 |
+
).get("choices")[0].get("message").get("content")
|
| 84 |
except Exception as e:
|
| 85 |
+
salary_response = f"An error occurred while assessing salary: {e}"
|
| 86 |
traceback.print_exc()
|
| 87 |
+
salary_response = str(current_salary)
|
| 88 |
|
| 89 |
+
# Parse the salary from the AI's response
|
| 90 |
+
try:
|
| 91 |
+
# Remove any non-digit characters
|
| 92 |
+
salary_str = re.sub(r'[^\d]', '', salary_response)
|
| 93 |
+
if salary_str:
|
| 94 |
+
new_salary = int(salary_str)
|
| 95 |
+
if new_salary != current_salary:
|
| 96 |
+
# Update current_salary
|
| 97 |
+
current_salary = new_salary
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 98 |
else:
|
| 99 |
+
# If parsing fails, keep the current salary
|
| 100 |
+
pass
|
| 101 |
+
except Exception as e:
|
| 102 |
+
# If parsing fails, keep the current salary
|
| 103 |
+
pass
|
|
|
|
|
|
|
|
|
|
|
|
|
| 104 |
|
| 105 |
+
return history, "", current_salary # Return history, clear input, and update salary internally
|
| 106 |
|
| 107 |
def reset_game():
|
| 108 |
"""
|
| 109 |
+
Function to reset the game to initial state.
|
| 110 |
"""
|
| 111 |
return [], 60000 # Reset history and salary to $60,000
|
| 112 |
|
|
|
|
| 115 |
gr.Markdown("# 💼 Salary Negotiation Game")
|
| 116 |
gr.Markdown(
|
| 117 |
"""
|
| 118 |
+
**Objective:** Negotiate your salary starting from $60,000.
|
| 119 |
+
|
| 120 |
**Instructions:**
|
| 121 |
+
- Use the chat to negotiate your salary with the hiring manager.
|
| 122 |
- Provide compelling reasons for a higher salary.
|
| 123 |
- The hiring manager will consider your arguments and may adjust the offer.
|
| 124 |
"""
|
| 125 |
)
|
| 126 |
+
|
| 127 |
+
# Chat history to keep track of the conversation
|
| 128 |
+
chat_history = gr.State([])
|
| 129 |
+
|
| 130 |
+
# Current salary (hidden from the user)
|
| 131 |
+
current_salary_state = gr.State(60000)
|
| 132 |
+
|
| 133 |
+
# Chat Interface
|
| 134 |
+
chatbot = gr.Chatbot()
|
| 135 |
+
|
| 136 |
+
# User input
|
| 137 |
+
user_input = gr.Textbox(
|
| 138 |
+
label="Your Message",
|
| 139 |
+
placeholder="Enter your negotiation message here...",
|
| 140 |
+
lines=2
|
| 141 |
+
)
|
| 142 |
+
send_button = gr.Button("Send")
|
| 143 |
+
|
| 144 |
+
def handle_message(message, history, max_tokens, temperature, top_p, current_salary):
|
| 145 |
+
"""
|
| 146 |
+
Handles user messages and updates the conversation history and salary.
|
| 147 |
+
"""
|
| 148 |
+
history, _, current_salary = respond(message, history, max_tokens, temperature, top_p, current_salary)
|
| 149 |
+
return history, "", current_salary
|
| 150 |
+
|
| 151 |
+
send_button.click(
|
| 152 |
+
handle_message,
|
| 153 |
+
inputs=[
|
| 154 |
+
user_input,
|
| 155 |
+
chat_history,
|
| 156 |
+
gr.Number(value=512, label="Max New Tokens"),
|
| 157 |
+
gr.Number(value=0.7, label="Temperature"),
|
| 158 |
+
gr.Number(value=0.95, label="Top-p"),
|
| 159 |
+
current_salary_state # Pass the current salary
|
| 160 |
+
],
|
| 161 |
+
outputs=[
|
| 162 |
+
chatbot,
|
| 163 |
+
user_input, # Clear the input textbox
|
| 164 |
+
current_salary_state # Update the salary internally
|
| 165 |
+
]
|
| 166 |
+
)
|
| 167 |
+
|
| 168 |
+
# Reset button to restart the game
|
| 169 |
+
reset_btn = gr.Button("Reset Game")
|
| 170 |
+
reset_btn.click(fn=reset_game, inputs=None, outputs=[chat_history, current_salary_state])
|
| 171 |
+
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 172 |
gr.Markdown(
|
| 173 |
"""
|
| 174 |
---
|