Duplicate from CVH-vn1210/essay_edit

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README.md

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+---
+title: Essay Edit
+emoji: 🏃
+colorFrom: green
+colorTo: red
+sdk: gradio
+sdk_version: 3.29.0
+app_file: app.py
+pinned: false
+license: mit
+duplicated_from: CVH-vn1210/essay_edit
+---
+
+Check out the configuration reference at https://huggingface.co/docs/hub/spaces-config-reference

app.py

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+import openai
+import os
+import gradio as gr
+openai.api_key = os.environ['openai']
+def write_essay(prompt, temperature, frequency_penalty, presence_penalty, max_token, model="gpt-3.5-turbo"):
+    temp_list = prompt.split()
+    temperature = temperature/10
+    frequency_penalty = frequency_penalty/10 - 2
+    presence_penalty = presence_penalty/10 -2
+    if len(temp_list) >= 500:
+        new_prompt = " ".join(temp_list[0:500])
+    else:
+        new_prompt = prompt
+    
+    response = openai.ChatCompletion.create(
+        model=model,
+        messages=[{"role": "user", "content": new_prompt}],
+        #prompt=new_prompt,
+        max_tokens=int(max_token),
+        temperature=temperature,
+        frequency_penalty=frequency_penalty,
+        presence_penalty=presence_penalty
+    )
+
+    message = response.choices[0]["message"]["content"]
+    #print(message)
+    return message
+demo = gr.Interface(fn=write_essay, inputs=["text",gr.Slider(0, 20, value=4, step=1, label="Creative vs Focus", info="Increase for creative and decrease for more focused"),
+                                            gr.Slider(0, 40, value=20, step=1, label="Frequency of words", info="Increase to decrease repeated words"),
+                                            gr.Slider(0, 40, value=20, step=1, label="Presence of words", info="Increase to decrease already appeared words"),"text"
+                                           ], outputs="text")
+demo.launch()

requirements.txt

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+openai