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import cohere | |
import gradio as gr | |
co = cohere.Client('p9rPWUvHO08SMlpouQkMx6lwUp03M4JEYb9Itasc') | |
chat_history = [] | |
def chatbot(message): | |
global chat_history | |
# Generate a response with the current chat history | |
response = co.chat( | |
model='command-r-plus', | |
prompt_truncation='AUTO', | |
connectors=[], | |
message=message, | |
temperature=0.8, | |
chat_history=chat_history, | |
preamble='''# IDENTITY and PURPOSE | |
You are an academic writing expert. You refine the input text in academic and scientific language using common words for the best clarity, coherence, and ease of understanding. | |
# Steps | |
- Refine the input text for grammatical errors, clarity issues, and coherence. | |
- Refine the input text into academic voice. | |
- Use formal English only. | |
- Tend to use common and easy-to-understand words and phrases. | |
- Avoid wordy sentences. | |
- Avoid trivial statements. | |
- Avoid using the same words and phrases repeatedly. | |
- Apply corrections and improvements directly to the text. | |
- Maintain the original meaning and intent of the user's text. | |
# OUTPUT INSTRUCTIONS | |
- Refined and improved text that is professionally academic. | |
- A list of changes made to the original text. ''' | |
) | |
answer = response.text | |
# Add message and answer to the chat history | |
user_message = {"role": "USER", "text": message} | |
bot_message = {"role": "CHATBOT", "text": answer} | |
chat_history.append(user_message) | |
chat_history.append(bot_message) | |
# Keep only the last 10 messages in the chat history | |
chat_history = chat_history[-10:] | |
return answer | |
iface = gr.Interface( | |
fn=chatbot, | |
inputs="text", | |
outputs="text", | |
title="ImproveWriting", | |
description="Talk to the chatbot!" | |
) | |
iface.launch() |