Spaces:
Build error
Build error
Display formatted prompt
Browse files
app.py
CHANGED
|
@@ -6,20 +6,21 @@ from langchain.prompts import PromptTemplate
|
|
| 6 |
from langchain.chains import LLMChain
|
| 7 |
import datetime
|
| 8 |
|
| 9 |
-
|
|
|
|
|
|
|
|
|
|
|
|
|
| 10 |
FORMALITY_DEFAULT = "Casual"
|
| 11 |
TEMPERATURE_DEFAULT = 0.5
|
| 12 |
EMOTION_DEFAULT = "N/A"
|
| 13 |
PROMPT_TEMPLATE = PromptTemplate(
|
| 14 |
input_variables=["original_words", "num_words", "formality", "emotions"],
|
| 15 |
-
template="Restate
|
| 16 |
-
"
|
| 17 |
)
|
| 18 |
|
| 19 |
|
| 20 |
-
# initial_prompt = "Restate, into an HTML div, in about 60 words, the following, with emotions of admiration, in a formal manner, in a passive voice: "
|
| 21 |
-
|
| 22 |
-
|
| 23 |
def set_openai_api_key(api_key, openai_api_key, temperature, llm_chain):
|
| 24 |
if api_key:
|
| 25 |
print("temperature: ", temperature)
|
|
@@ -39,33 +40,63 @@ def desc2sheet(desc, openai_api_key, temperature, llm_chain, num_words, formalit
|
|
| 39 |
if not openai_api_key or openai_api_key == "":
|
| 40 |
return "<pre>Please paste your OpenAI API key (see https://beta.openai.com)</pre>"
|
| 41 |
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 42 |
llm_chain.llm.temperature = temperature
|
| 43 |
print("llm_chain.llm.temperature: ", llm_chain.llm.temperature)
|
| 44 |
|
| 45 |
-
emotions
|
| 46 |
-
|
| 47 |
-
|
| 48 |
-
|
| 49 |
-
|
| 50 |
-
|
| 51 |
-
|
| 52 |
-
|
| 53 |
-
|
| 54 |
-
|
| 55 |
-
|
| 56 |
-
|
| 57 |
-
|
| 58 |
-
|
| 59 |
-
|
| 60 |
-
|
| 61 |
-
|
| 62 |
-
|
| 63 |
-
|
| 64 |
-
|
| 65 |
-
|
| 66 |
-
|
| 67 |
-
|
| 68 |
-
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 69 |
|
| 70 |
|
| 71 |
def update_temperature(temp_slider, temp_state):
|
|
@@ -118,13 +149,13 @@ with block:
|
|
| 118 |
|
| 119 |
table = gr.Markdown("")
|
| 120 |
with gr.Row():
|
| 121 |
-
request = gr.Textbox(label="
|
| 122 |
value="The quick brown fox jumped over the lazy dog.",
|
| 123 |
placeholder="Ex: The quick brown fox jumped over the lazy dog.")
|
| 124 |
|
| 125 |
submit = gr.Button(value="Create", variant="secondary").style(full_width=False)
|
| 126 |
|
| 127 |
-
num_words_slider = gr.Slider(label="Number of words", value=NUM_WORDS_DEFAULT, minimum=
|
| 128 |
num_words_slider.change(update_num_words,
|
| 129 |
inputs=[num_words_slider, num_words_state],
|
| 130 |
outputs=[num_words_state])
|
|
@@ -134,7 +165,7 @@ with block:
|
|
| 134 |
inputs=[formality_radio, formality_state],
|
| 135 |
outputs=[formality_state])
|
| 136 |
|
| 137 |
-
with gr.Accordion("Emotions", open=
|
| 138 |
anticipation_level_radio = gr.Radio(label="Anticipation level",
|
| 139 |
choices=[EMOTION_DEFAULT, "Interest", "Anticipation", "Vigilance"],
|
| 140 |
value=EMOTION_DEFAULT)
|
|
@@ -150,15 +181,15 @@ with block:
|
|
| 150 |
outputs=[joy_level_state])
|
| 151 |
|
| 152 |
trust_level_radio = gr.Radio(label="Trust level",
|
| 153 |
-
|
| 154 |
-
|
| 155 |
trust_level_radio.change(update_foo,
|
| 156 |
-
|
| 157 |
-
|
| 158 |
|
| 159 |
fear_level_radio = gr.Radio(label="Fear level",
|
| 160 |
-
|
| 161 |
-
|
| 162 |
fear_level_radio.change(update_foo,
|
| 163 |
inputs=[fear_level_radio, fear_level_state],
|
| 164 |
outputs=[fear_level_state])
|
|
@@ -171,26 +202,25 @@ with block:
|
|
| 171 |
outputs=[surprise_level_state])
|
| 172 |
|
| 173 |
sadness_level_radio = gr.Radio(label="Sadness level",
|
| 174 |
-
|
| 175 |
-
|
| 176 |
sadness_level_radio.change(update_foo,
|
| 177 |
-
|
| 178 |
-
|
| 179 |
|
| 180 |
disgust_level_radio = gr.Radio(label="Disgust level",
|
| 181 |
-
|
| 182 |
-
|
| 183 |
disgust_level_radio.change(update_foo,
|
| 184 |
-
|
| 185 |
-
|
| 186 |
|
| 187 |
anger_level_radio = gr.Radio(label="Anger level",
|
| 188 |
-
|
| 189 |
-
|
| 190 |
anger_level_radio.change(update_foo,
|
| 191 |
-
|
| 192 |
-
|
| 193 |
-
|
| 194 |
|
| 195 |
submit.click(desc2sheet,
|
| 196 |
inputs=[
|
|
|
|
| 6 |
from langchain.chains import LLMChain
|
| 7 |
import datetime
|
| 8 |
|
| 9 |
+
# Console to variable
|
| 10 |
+
from io import StringIO
|
| 11 |
+
import sys
|
| 12 |
+
|
| 13 |
+
NUM_WORDS_DEFAULT = 0
|
| 14 |
FORMALITY_DEFAULT = "Casual"
|
| 15 |
TEMPERATURE_DEFAULT = 0.5
|
| 16 |
EMOTION_DEFAULT = "N/A"
|
| 17 |
PROMPT_TEMPLATE = PromptTemplate(
|
| 18 |
input_variables=["original_words", "num_words", "formality", "emotions"],
|
| 19 |
+
template="Restate {num_words} in a {formality} manner, "
|
| 20 |
+
"{emotions} the following: \n{original_words}\n",
|
| 21 |
)
|
| 22 |
|
| 23 |
|
|
|
|
|
|
|
|
|
|
| 24 |
def set_openai_api_key(api_key, openai_api_key, temperature, llm_chain):
|
| 25 |
if api_key:
|
| 26 |
print("temperature: ", temperature)
|
|
|
|
| 40 |
if not openai_api_key or openai_api_key == "":
|
| 41 |
return "<pre>Please paste your OpenAI API key (see https://beta.openai.com)</pre>"
|
| 42 |
|
| 43 |
+
num_words_prompt = ""
|
| 44 |
+
if num_words and int(num_words) != 0:
|
| 45 |
+
num_words_prompt = "using up to " + str(num_words) + " words, "
|
| 46 |
+
|
| 47 |
+
# Change some arguments to the lower case
|
| 48 |
+
formality = formality.lower()
|
| 49 |
+
anticipation_level = anticipation_level.lower()
|
| 50 |
+
joy_level = joy_level.lower()
|
| 51 |
+
trust_level = trust_level.lower()
|
| 52 |
+
fear_level = fear_level.lower()
|
| 53 |
+
surprise_level = surprise_level.lower()
|
| 54 |
+
sadness_level = sadness_level.lower()
|
| 55 |
+
disgust_level = disgust_level.lower()
|
| 56 |
+
anger_level = anger_level.lower()
|
| 57 |
+
|
| 58 |
llm_chain.llm.temperature = temperature
|
| 59 |
print("llm_chain.llm.temperature: ", llm_chain.llm.temperature)
|
| 60 |
|
| 61 |
+
# put all emotions into a list
|
| 62 |
+
emotions = []
|
| 63 |
+
if anticipation_level != "n/a":
|
| 64 |
+
emotions.append(anticipation_level)
|
| 65 |
+
if joy_level != "n/a":
|
| 66 |
+
emotions.append(joy_level)
|
| 67 |
+
if trust_level != "n/a":
|
| 68 |
+
emotions.append(trust_level)
|
| 69 |
+
if fear_level != "n/a":
|
| 70 |
+
emotions.append(fear_level)
|
| 71 |
+
if surprise_level != "n/a":
|
| 72 |
+
emotions.append(surprise_level)
|
| 73 |
+
if sadness_level != "n/a":
|
| 74 |
+
emotions.append(sadness_level)
|
| 75 |
+
if disgust_level != "n/a":
|
| 76 |
+
emotions.append(disgust_level)
|
| 77 |
+
if anger_level != "n/a":
|
| 78 |
+
emotions.append(anger_level)
|
| 79 |
+
|
| 80 |
+
emotions_str = ""
|
| 81 |
+
# If there are any emotions, join the emotions list into a string that begins with "Emotions: ", with the word "and" before the last emotion
|
| 82 |
+
if len(emotions) > 0:
|
| 83 |
+
if len(emotions) == 1:
|
| 84 |
+
emotions_str = "with emotion of " + emotions[0]
|
| 85 |
+
else:
|
| 86 |
+
emotions_str = "with emotions of " + ", ".join(emotions[:-1]) + " and " + emotions[-1]
|
| 87 |
+
|
| 88 |
+
formatted_prompt = PROMPT_TEMPLATE.format(
|
| 89 |
+
original_words=desc,
|
| 90 |
+
num_words=num_words_prompt,
|
| 91 |
+
formality=formality,
|
| 92 |
+
emotions=emotions_str,
|
| 93 |
+
)
|
| 94 |
+
generated_text = llm_chain.run({'original_words': desc, 'num_words': num_words_prompt, 'formality': formality,
|
| 95 |
+
'emotions': emotions_str})
|
| 96 |
+
|
| 97 |
+
prompt_plus_generated = "#### GPT prompt:\n" + formatted_prompt + "#### Generated text:\n" + generated_text
|
| 98 |
+
|
| 99 |
+
return prompt_plus_generated
|
| 100 |
|
| 101 |
|
| 102 |
def update_temperature(temp_slider, temp_state):
|
|
|
|
| 149 |
|
| 150 |
table = gr.Markdown("")
|
| 151 |
with gr.Row():
|
| 152 |
+
request = gr.Textbox(label="Words to express: ",
|
| 153 |
value="The quick brown fox jumped over the lazy dog.",
|
| 154 |
placeholder="Ex: The quick brown fox jumped over the lazy dog.")
|
| 155 |
|
| 156 |
submit = gr.Button(value="Create", variant="secondary").style(full_width=False)
|
| 157 |
|
| 158 |
+
num_words_slider = gr.Slider(label="Number of words to generate (0 for don't care)", value=NUM_WORDS_DEFAULT, minimum=0, maximum=100, step=10)
|
| 159 |
num_words_slider.change(update_num_words,
|
| 160 |
inputs=[num_words_slider, num_words_state],
|
| 161 |
outputs=[num_words_state])
|
|
|
|
| 165 |
inputs=[formality_radio, formality_state],
|
| 166 |
outputs=[formality_state])
|
| 167 |
|
| 168 |
+
with gr.Accordion("Emotions", open=True):
|
| 169 |
anticipation_level_radio = gr.Radio(label="Anticipation level",
|
| 170 |
choices=[EMOTION_DEFAULT, "Interest", "Anticipation", "Vigilance"],
|
| 171 |
value=EMOTION_DEFAULT)
|
|
|
|
| 181 |
outputs=[joy_level_state])
|
| 182 |
|
| 183 |
trust_level_radio = gr.Radio(label="Trust level",
|
| 184 |
+
choices=[EMOTION_DEFAULT, "Acceptance", "Trust", "Admiration"],
|
| 185 |
+
value=EMOTION_DEFAULT)
|
| 186 |
trust_level_radio.change(update_foo,
|
| 187 |
+
inputs=[trust_level_radio, trust_level_state],
|
| 188 |
+
outputs=[trust_level_state])
|
| 189 |
|
| 190 |
fear_level_radio = gr.Radio(label="Fear level",
|
| 191 |
+
choices=[EMOTION_DEFAULT, "Apprehension", "Fear", "Terror"],
|
| 192 |
+
value=EMOTION_DEFAULT)
|
| 193 |
fear_level_radio.change(update_foo,
|
| 194 |
inputs=[fear_level_radio, fear_level_state],
|
| 195 |
outputs=[fear_level_state])
|
|
|
|
| 202 |
outputs=[surprise_level_state])
|
| 203 |
|
| 204 |
sadness_level_radio = gr.Radio(label="Sadness level",
|
| 205 |
+
choices=[EMOTION_DEFAULT, "Pensiveness", "Sadness", "Grief"],
|
| 206 |
+
value=EMOTION_DEFAULT)
|
| 207 |
sadness_level_radio.change(update_foo,
|
| 208 |
+
inputs=[sadness_level_radio, sadness_level_state],
|
| 209 |
+
outputs=[sadness_level_state])
|
| 210 |
|
| 211 |
disgust_level_radio = gr.Radio(label="Disgust level",
|
| 212 |
+
choices=[EMOTION_DEFAULT, "Boredom", "Disgust", "Loathing"],
|
| 213 |
+
value=EMOTION_DEFAULT)
|
| 214 |
disgust_level_radio.change(update_foo,
|
| 215 |
+
inputs=[disgust_level_radio, disgust_level_state],
|
| 216 |
+
outputs=[disgust_level_state])
|
| 217 |
|
| 218 |
anger_level_radio = gr.Radio(label="Anger level",
|
| 219 |
+
choices=[EMOTION_DEFAULT, "Annoyance", "Anger", "Rage"],
|
| 220 |
+
value=EMOTION_DEFAULT)
|
| 221 |
anger_level_radio.change(update_foo,
|
| 222 |
+
inputs=[anger_level_radio, anger_level_state],
|
| 223 |
+
outputs=[anger_level_state])
|
|
|
|
| 224 |
|
| 225 |
submit.click(desc2sheet,
|
| 226 |
inputs=[
|