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Update rag_chain.py

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localsoo 2025-04-21 01:40:31 +00:00
parent fd9a212e8e
commit 52184b1a93
1 changed files with 5 additions and 4 deletions
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9
app/rag_chain.py
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@ -24,7 +24,8 @@ def build_rag_chain():
# "X-OpenAI-Api-Key": "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" # 필요할 경우
# }
# )
OPENAI_API_KEY="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"
client = weaviate.connect_to_custom(
http_host="183.111.96.67",
http_port=32668,
@ -33,7 +34,7 @@ def build_rag_chain():
grpc_port=32619,
grpc_secure=False,
auth_credentials=AuthApiKey("01js3q6y7twaxccm5dbh3se9bt"), # 인증이 필요 없으면 생략 가능
headers={"X-OpenAI-Api-Key": "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"} # 필요시
headers={"X-OpenAI-Api-Key": OPENAI_API_KEY} # 필요시
)
if client.is_ready():
@ -47,11 +48,11 @@ def build_rag_chain():
client=client,
index_name="LangDocs",
text_key="text",
embedding=OpenAIEmbeddings()
embedding=OpenAIEmbeddings(openai_api_key=OPENAI_API_KEY)
)
# 3. HuggingFace LLM (예: mistralai/Mistral-7B-Instruct-v0.2)
llm = ChatOpenAI(temperature=0)
llm = ChatOpenAI(temperature=0, openai_api_key=OPENAI_API_KEY)
retriever = vectorstore.as_retriever()