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·
ba4f426
1
Parent(s):
213365f
Infinite changes. Not working as I like, I can't make it flow as desired
Browse files
app.py
CHANGED
@@ -1,21 +1,48 @@
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import gradio as gr
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from openai import OpenAI
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import
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import
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api_key =
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client = OpenAI(api_key=api_key)
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def
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history_openai_format = []
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response = client.chat.completions.create(
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model='gpt-4-turbo',
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partial_message = partial_message + chunk.choices[0].delta.content
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yield partial_message
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auth=os.environ.get("APP_USERS", "null")
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auth=json.loads(auth)
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demo.launch(auth=auth)
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import gradio as gr
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from openai import OpenAI
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import tiktoken
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from os import getenv as os_getenv
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from json import loads as json_loads
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from pathlib import Path
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import fitz
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api_key = os_getenv("OPENAI_APIKEY")
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client = OpenAI(api_key=api_key)
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def get_prompt(books, question = None):
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prompt = (
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f"Read the following books.\n" +
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f"Each book may have some pages at the beggining with data about the book, an index, or table of content, etc. " +
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f"Pages may have a header and/or a footer. Consider all this maybe present." +
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f"Please answer all below in the suggested format, in the language of the book:\n"+
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f"**Title**: ...\n"
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f"**Author**: ...\n"
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f"**Chapter Names**: ...\n"
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f"**Characters**: \n"
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f"**Detailed Summary**: \n"
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)
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prompt += f"{books}\n"
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return prompt
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def chat(message, history, files):
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history_openai_format = []
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if len(history) == 0:
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raise gr.Error("Primero hay que subir un libro")
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if len(history) == 1:
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if message:
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raise gr.Error("First message must be empty")
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message = history[0][0]
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else:
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for human, assistant in history:
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if human:
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history_openai_format.append({"role": "user", "content": human })
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if assistant:
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history_openai_format.append({"role": "assistant", "content":assistant})
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history_openai_format.append({"role": "user", "content": message})
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response = client.chat.completions.create(
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model='gpt-4-turbo',
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partial_message = partial_message + chunk.choices[0].delta.content
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yield partial_message
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def get_text(filename):
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answer = ""
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suffix = Path(filename).suffix
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if suffix in [".pdf"]:
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for i,page in enumerate(fitz.open(filename)):
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answer += f"\n### Page #{i+1}\n{page.get_text()}\n"
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elif suffix in [".txt"]:
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answer = open(filename).read()
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return answer
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def files_ready(filenames):
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encoder = encoding = tiktoken.encoding_for_model('gpt-4-turbo')
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answer = ''
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for i, name in enumerate(filenames):
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answer += f"\n## Document #{i+1}\nName: {Path(name).name}\n"
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answer += get_text(name)
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return len(encoder.encode(answer)), [[get_prompt(answer), None]]
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def files_changed(filenames):
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if not filenames:
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return 0
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with gr.Blocks(title="Book summarization and more") as demo:
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with gr.Row():
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files = gr.Files(file_types=["txt","doc","docx","pdf"] )
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tokens = gr.Text("0", label="Tokens")
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chat = gr.ChatInterface(
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fn=chat,
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title="Summarization and more",
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additional_inputs=[files],
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multimodal=False)
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other = gr.Button(interactive=False)
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files.upload(files_ready, [files], [tokens, chat.chatbot_state])
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files.change(files_changed, files, tokens)
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auth=os_getenv("APP_USERS", "null")
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auth=json_loads(auth)
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demo.launch(auth=auth)
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