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@@ -11,14 +11,9 @@ import requests
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import yaml
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from tqdm import tqdm
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-from embedchain.cache import (
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- Config,
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- ExactMatchEvaluation,
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- SearchDistanceEvaluation,
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- cache,
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- gptcache_data_manager,
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- gptcache_pre_function,
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-)
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+from embedchain.cache import (Config, ExactMatchEvaluation,
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+ SearchDistanceEvaluation, cache,
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+ gptcache_data_manager, gptcache_pre_function)
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from embedchain.client import Client
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from embedchain.config import AppConfig, CacheConfig, ChunkerConfig
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from embedchain.constants import SQLITE_PATH
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@@ -26,7 +21,8 @@ from embedchain.embedchain import EmbedChain
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from embedchain.embedder.base import BaseEmbedder
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from embedchain.embedder.openai import OpenAIEmbedder
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from embedchain.evaluation.base import BaseMetric
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-from embedchain.evaluation.metrics import AnswerRelevance, ContextRelevance, Groundedness
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+from embedchain.evaluation.metrics import (AnswerRelevance, ContextRelevance,
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+ Groundedness)
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from embedchain.factory import EmbedderFactory, LlmFactory, VectorDBFactory
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from embedchain.helpers.json_serializable import register_deserializable
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from embedchain.llm.base import BaseLlm
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