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mattoofahad
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6ce2da5
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Parent(s):
28a4b1b
replacing openai compeltion with litellm
Browse files- requirements.txt +1 -1
- src/utils/constants.py +28 -27
- src/utils/openai_utils.py +73 -70
requirements.txt
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streamlit==1.37.1
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-
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discord-webhook==1.3.1
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python-dotenv==1.0.1
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colorama==0.4.6
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streamlit==1.37.1
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litellm==1.47.0
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discord-webhook==1.3.1
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python-dotenv==1.0.1
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colorama==0.4.6
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src/utils/constants.py
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"""Module doc string"""
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from .config import OPENAI_API_KEY
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class ConstantVariables:
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"""Module doc string"""
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model_list_tuple = (
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"gpt-4o",
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"gpt-4o-mini",
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"gpt-4-turbo",
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"gpt-
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"
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"""Module doc string"""
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from .config import OPENAI_API_KEY
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class ConstantVariables:
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"""Module doc string"""
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model_list_tuple = (
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"gpt-4o",
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"gpt-4o-mini",
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"gpt-4-turbo",
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"gpt-3.5-turbo",
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"o1-preview",
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"o1-mini"
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)
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default_model = "gpt-4o-mini"
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max_tokens = 180
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min_token = 20
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step = 20
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default = round(((max_tokens + min_token) / 2) / step) * step
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default_token = max(min_token, min(max_tokens, default))
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if OPENAI_API_KEY != "NO_KEY":
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api_key = OPENAI_API_KEY
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else:
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api_key = ""
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src/utils/openai_utils.py
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@@ -1,70 +1,73 @@
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"""Module doc string"""
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import openai
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import streamlit as st
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from
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@
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with st.chat_message("assistant"):
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messages
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"""Module doc string"""
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import openai
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import streamlit as st
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from litellm import completion
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from openai import OpenAI
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from .logs import log_execution_time, logger
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class OpenAIFunctions:
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"""Module doc string"""
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@log_execution_time
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@staticmethod
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def invoke_model():
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"""_summary_"""
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logger.debug("OpenAI invoked")
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with st.chat_message("assistant"):
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messages = [
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{"role": m["role"], "content": m["content"]}
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for m in st.session_state.messages
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]
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stream = completion(
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api_key=st.session_state.openai_api_key,
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model=st.session_state["openai_model"],
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messages=messages,
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max_tokens=st.session_state["openai_maxtokens"],
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stream=True,
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stream_options={"include_usage": True},
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)
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def stream_data():
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for chunk in stream:
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if chunk.choices != []:
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word = chunk.choices[0].delta.content
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if word is not None:
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yield word
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if hasattr(chunk, "usage"):
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yield {
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"completion_tokens": chunk.usage.completion_tokens,
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"prompt_tokens": chunk.usage.prompt_tokens,
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"total_tokens": chunk.usage.total_tokens,
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}
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return st.write_stream(stream_data)
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@log_execution_time
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@staticmethod
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def check_openai_api_key():
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"""_summary_"""
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logger.info("Checking OpenAI Key")
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try:
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client = OpenAI(api_key=st.session_state.openai_api_key)
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client.models.list()
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logger.debug("OpenAI key Working")
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return True
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except openai.AuthenticationError as auth_error:
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with st.chat_message("assistant"):
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st.error(str(auth_error))
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logger.error("AuthenticationError: %s", auth_error)
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return False
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except openai.OpenAIError as openai_error:
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with st.chat_message("assistant"):
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st.error(str(openai_error))
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logger.error("OpenAIError: %s", openai_error)
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return False
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except Exception as general_error:
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with st.chat_message("assistant"):
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st.error(str(general_error))
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logger.error("Unexpected error: %s", general_error)
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return False
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