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@@ -46,25 +46,31 @@ class InitConfig(BaseConfig):
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def _set_embedding_function(self, ef):
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self.ef = ef
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return
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-
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+
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def _set_embedding_function_to_default(self):
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"""
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Sets embedding function to default (`text-embedding-ada-002`).
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- :raises ValueError: If the template is not valid as template should contain $context and $query
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+ :raises ValueError: If the template is not valid as template should contain
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+ $context and $query
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"""
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- if os.getenv("OPENAI_API_KEY") is None or os.getenv("OPENAI_ORGANIZATION") is None:
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- raise ValueError("OPENAI_API_KEY or OPENAI_ORGANIZATION environment variables not provided")
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- self.ef = embedding_functions.OpenAIEmbeddingFunction(
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- api_key=os.getenv("OPENAI_API_KEY"),
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- organization_id=os.getenv("OPENAI_ORGANIZATION"),
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- model_name="text-embedding-ada-002"
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+ if (
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+ os.getenv("OPENAI_API_KEY") is None
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+ or os.getenv("OPENAI_ORGANIZATION") is None
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+ ):
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+ raise ValueError(
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+ "OPENAI_API_KEY or OPENAI_ORGANIZATION environment variables not provided" # noqa:E501
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)
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+ self.ef = embedding_functions.OpenAIEmbeddingFunction(
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+ api_key=os.getenv("OPENAI_API_KEY"),
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+ organization_id=os.getenv("OPENAI_ORGANIZATION"),
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+ model_name="text-embedding-ada-002",
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+ )
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return
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-
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+
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def _set_db(self, db):
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if db:
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- self.db = db
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+ self.db = db
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return
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def _set_db_to_default(self):
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@@ -72,6 +78,7 @@ class InitConfig(BaseConfig):
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Sets database to default (`ChromaDb`).
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"""
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from embedchain.vectordb.chroma_db import ChromaDB
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+
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self.db = ChromaDB(ef=self.ef)
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def _setup_logging(self, debug_level):
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