60 lines
2.0 KiB
Python
60 lines
2.0 KiB
Python
from dotenv import load_dotenv
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import os, sys
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from openai import OpenAI
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import time
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load_dotenv()
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# initialize then client
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DEEPSEEK_API_KEY = os.getenv("DEEPSEEK_API_KEY")
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DEEPSEEK_API_URL = os.getenv("DEEPSEEK_API_URL")
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MODEL = "deepseek-chat"
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client = OpenAI(
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api_key=DEEPSEEK_API_KEY,
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base_url=DEEPSEEK_API_URL,
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)
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MAX_RETRIES = 3
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RETRY_DELAY = 2 # seconds
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count = 0
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system_prompt = "You are a helpful assistant. You can convert text notes to markdown format. These notes are \
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in Question and Answer format. for example: Create two namespaces and name them ns1 and ns2 \n k create ns ns1 \n \
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k create ns ns2. where k create ns ns1 and k create ns ns2 are answers. Sometoimees questions can be more than one line, \
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and each of Q&A are separated by a empty line. Please make question as header and fomrat ansers in correct markdown format. \
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Most of the ansers are code snippets. Please only return the markdown content. "
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content = ""
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with open("k8s_day10.txt", "r") as f:
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for line in f:
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content += line
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def chat_with_deepseek(max_retries: int =MAX_RETRIES, retry_delay: int =RETRY_DELAY):
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count = 0
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for _ in range(max_retries):
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try:
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response = client.chat.completions.create(
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model=MODEL,
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messages=[
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{"role": "system", "content": system_prompt},
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{"role": "user", "content": f"please covert notes below to markdown format: \n {content} "},
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],
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stream=True,
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)
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for chunk in response:
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text = chunk.choices[0].delta.content
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if text:
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sys.stdout.write(text)
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sys.stdout.flush()
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break
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except Exception as e:
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count += 1
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if count < max_retries:
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print(f"An error occurre: {e}. Retrying in {retry_delay} seconds...")
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time.sleep(retry_delay)
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else:
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print("Max retries reached. Exiting.")
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break
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chat_with_deepseek() |