Commit ·
248722a
1
Parent(s): 61b3713
feat: Integrate environment configuration and initialize chat model with embeddings
Browse files- test_env.py +18 -1
test_env.py
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import gradio as gr
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from dotenv
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def chat_interface(message, chat_history):
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import gradio as gr
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from dotenv import dotenv_values, load_dotenv
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from langchain.chat_models import init_chat_model
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from langchain_huggingface import HuggingFaceEmbeddings
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from langchain_chroma import Chroma
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load_dotenv()
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config = dotenv_values()
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FIREWORKS_API_KEY = config.get("FIREWORKS_API_KEY")
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LANGSMITH_API_KEY = config.get("LANGSMITH_API_KEY")
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llm = init_chat_model("accounts/fireworks/models/llama-v3p1-70b-instruct", model_provider="fireworks")
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embeddings = HuggingFaceEmbeddings(model_name="sentence-transformers/all-mpnet-base-v2")
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vector_store = Chroma(
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collection_name="example_collection",
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embedding_function=embeddings,
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persist_directory="./chroma_langchain_db", # Where to save data locally, remove if not necessary
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)
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def chat_interface(message, chat_history):
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