KneeKhan commited on
Commit
dd4c9d1
·
1 Parent(s): 187a121

Update app.py

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Files changed (1) hide show
  1. app.py +20 -34
app.py CHANGED
@@ -30,12 +30,16 @@ def query(payload, API_URL):
30
  response = requests.request("POST", API_URL, json=payload)
31
  return response.json()
32
 
33
- def pre_query(sender, recipient, recipient_name, context, input, model_id):
34
  API_URL = "https://api-inference.huggingface.co/models/" + model_id
35
 
36
- if model_id == "bigscience/T0pp":
37
  input_string = "Write a professional email to my " + recipient.lower() + " starting with Hello " + recipient_name + ", about the subject " + context + " and the email should be based on this draft: " + input
38
- data = query(input_string, API_URL)
 
 
 
 
39
  if type(data) is dict:
40
  return data['error']
41
  else:
@@ -46,34 +50,19 @@ def pre_query(sender, recipient, recipient_name, context, input, model_id):
46
  data = query({
47
  "inputs":input_string,
48
  "parameters":{"max_new_tokens":96,
49
- "return_full_text": False}
 
50
  }, API_URL)
51
  if type(data) is dict:
52
  return data['error']
53
  else:
54
- return "Hello " + recipient_name + ",\n\n" + data[0]['generated_text'].replace(input_string,'')
55
-
56
- if model_id == "EleutherAI/gpt-neo-2.7B":
57
- input_string = "Write a professional email to my " + recipient + " starting with Hello " + recipient_name + ", about the subject " + context + " and the email should be based on this draft: " + input
58
- data = query(input_string, API_URL)
59
-
60
- if type(data) is dict:
61
- return data['error']
62
- else:
63
- return data[0]['generated_text']
64
 
65
  if model_id == "GPT-3":
66
  return openai_query(recipient, 250, recipient_name, context, input)
67
 
68
  return
69
 
70
- def set_email_link(email, recipient_address, subject):
71
- email = email.replace(' ', '%20')
72
- link = "<a href=\"" + "mailto:" + recipient_address + "?subject=" + subject.replace(' ', '%20') + "&body=" + email.replace('\n', '%0A') + "\">" + "<button class=\"gr-button-lg gr-button-secondary self-start\" id=\"17\">Link generated!<br>Click here</button></a>"
73
- return link
74
-
75
- #def set_email_link_html():
76
-
77
  demo = gr.Blocks()
78
 
79
  with demo:
@@ -86,25 +75,22 @@ with demo:
86
  with gr.Column():
87
  with gr.Group():
88
  with gr.Row():
89
- sender = gr.Dropdown(["student", "professor", "employee", "employer", "coworker", "applicant", "recruiter"], label="From", placeholder="I am a...")
90
- recipient = gr.Dropdown(["student", "professor", "employee", "employer", "coworker", "applicant", "recruiter"], label="Recipient", placeholder="I am sending to my...")
 
91
  recipient_name = gr.Textbox(label="Recipient Name", placeholder = "Their name is...")
92
 
93
 
94
- subject = gr.Dropdown([ "Requesting a meeting", "Conflict with scheduled meeting time", "Requesting clarification", "Requesting to leave early", "Requesting a leave of absence", "Requesting a letter of recommendation", "Requesting a referral for a job application"], label= "Subject/Context")
 
95
  email = gr.Textbox(label="Input", lines=10, placeholder="Enter your Message Here!")
96
- model_id = gr.Dropdown(["GPT-3", "bigscience/T0pp", "bigscience/bloom", "EleutherAI/gpt-neo-2.7B"] ,label = "model_id")
 
97
  submit_button = gr.Button("Generate my email!")
98
  text_output = gr.Textbox(lines=10, label = "Email", placeholder = "Your generated email!", interactive = True)
99
 
100
- with gr.Row():
101
- recipient_address = gr.Textbox(label="To", placeholder ="recipient's address")
102
- link = gr.HTML("<p>Link not generated</p>")
103
- send_email = gr.Button("Send my email!")
104
 
105
- input_list = [sender, recipient, recipient_name, subject, email, model_id]
106
-
107
- #email_link.change(set_email_link_html, inputs = email_link, outputs=link)
108
  submit_button.click(pre_query, inputs = input_list, outputs=text_output)
109
- send_email.click(set_email_link, inputs = [text_output, recipient_address, subject], outputs = link)
110
- demo.launch(debug=True)
 
30
  response = requests.request("POST", API_URL, json=payload)
31
  return response.json()
32
 
33
+ def pre_query(recipient, recipient_name, sender, context, dates, input, model_id):
34
  API_URL = "https://api-inference.huggingface.co/models/" + model_id
35
 
36
+ if model_id == "EleutherAI/gpt-neo-1.3B":
37
  input_string = "Write a professional email to my " + recipient.lower() + " starting with Hello " + recipient_name + ", about the subject " + context + " and the email should be based on this draft: " + input
38
+ data = query({
39
+ "inputs":input_string,
40
+ "parameters":{
41
+ "wait_for_model": True}
42
+ }, API_URL)
43
  if type(data) is dict:
44
  return data['error']
45
  else:
 
50
  data = query({
51
  "inputs":input_string,
52
  "parameters":{"max_new_tokens":96,
53
+ "return_full_text": False,
54
+ "wait_for_model": True}
55
  }, API_URL)
56
  if type(data) is dict:
57
  return data['error']
58
  else:
59
+ return "Hello " + recipient_name + ",\n\n" + data[0]['generated_text'].replace(input_string,'')
 
 
 
 
 
 
 
 
 
60
 
61
  if model_id == "GPT-3":
62
  return openai_query(recipient, 250, recipient_name, context, input)
63
 
64
  return
65
 
 
 
 
 
 
 
 
66
  demo = gr.Blocks()
67
 
68
  with demo:
 
75
  with gr.Column():
76
  with gr.Group():
77
  with gr.Row():
78
+
79
+ sender = gr.Dropdown(["student", "professor", "employee", "employer", "coworker", "applicant", "recruiter"], label="I am a...")
80
+ recipient = gr.Dropdown(["student", "professor", "employee", "employer", "coworker", "applicant", "recruiter"], label="I am writing to my...")
81
  recipient_name = gr.Textbox(label="Recipient Name", placeholder = "Their name is...")
82
 
83
 
84
+ subject = gr.Dropdown([ "Requesting a meeting", "Reporting conflict with scheduled meeting time", "Requesting clarification", "Requesting to leave early", "Requesting a leave of absence", "Requesting a letter of recommendation", "Requesting a referral for a job application"], label= "In this email, I am...")
85
+ dates = gr.Textbox(label="Relevant Dates", placeholder ="MM/DD/YYYY")
86
  email = gr.Textbox(label="Input", lines=10, placeholder="Enter your Message Here!")
87
+ model_id = gr.Dropdown(["GPT-3", "EleutherAI/gpt-neo-1.3B", "bigscience/bloom"] ,label = "Choose a model")
88
+
89
  submit_button = gr.Button("Generate my email!")
90
  text_output = gr.Textbox(lines=10, label = "Email", placeholder = "Your generated email!", interactive = True)
91
 
92
+ input_list = [sender, recipient, recipient_name, subject, dates, email, model_id]
 
 
 
93
 
 
 
 
94
  submit_button.click(pre_query, inputs = input_list, outputs=text_output)
95
+
96
+ demo.launch(debug=True)