[Refactor] Change evaluation script path (#1165)

embedchain/app.py

@@ -11,24 +11,28 @@ import requests
 import yaml
 from tqdm import tqdm
 
-from embedchain.cache import (Config, ExactMatchEvaluation,
-                              SearchDistanceEvaluation, cache,
-                              gptcache_data_manager, gptcache_pre_function)
+from embedchain.cache import (
+    Config,
+    ExactMatchEvaluation,
+    SearchDistanceEvaluation,
+    cache,
+    gptcache_data_manager,
+    gptcache_pre_function,
+)
 from embedchain.client import Client
 from embedchain.config import AppConfig, CacheConfig, ChunkerConfig
 from embedchain.constants import SQLITE_PATH
 from embedchain.embedchain import EmbedChain
 from embedchain.embedder.base import BaseEmbedder
 from embedchain.embedder.openai import OpenAIEmbedder
-from embedchain.eval.base import BaseMetric
-from embedchain.eval.metrics import (AnswerRelevance, ContextRelevance,
-                                     Groundedness)
+from embedchain.evaluation.base import BaseMetric
+from embedchain.evaluation.metrics import AnswerRelevance, ContextRelevance, Groundedness
 from embedchain.factory import EmbedderFactory, LlmFactory, VectorDBFactory
 from embedchain.helpers.json_serializable import register_deserializable
 from embedchain.llm.base import BaseLlm
 from embedchain.llm.openai import OpenAILlm
 from embedchain.telemetry.posthog import AnonymousTelemetry
-from embedchain.utils.eval import EvalData, EvalMetric
+from embedchain.utils.evaluation import EvalData, EvalMetric
 from embedchain.utils.misc import validate_config
 from embedchain.vectordb.base import BaseVectorDB
 from embedchain.vectordb.chroma import ChromaDB

embedchain/evaluation/base.py

@@ -1,6 +1,6 @@
 from abc import ABC, abstractmethod
 
-from embedchain.utils.eval import EvalData
+from embedchain.utils.evaluation import EvalData
 
 
 class BaseMetric(ABC):

embedchain/evaluation/metrics/answer_relevancy.py

@@ -8,9 +8,9 @@ import numpy as np
 from openai import OpenAI
 from tqdm import tqdm
 
-from embedchain.config.eval.base import AnswerRelevanceConfig
-from embedchain.eval.base import BaseMetric
-from embedchain.utils.eval import EvalData, EvalMetric
+from embedchain.config.evaluation.base import AnswerRelevanceConfig
+from embedchain.evaluation.base import BaseMetric
+from embedchain.utils.evaluation import EvalData, EvalMetric
 
 
 class AnswerRelevance(BaseMetric):

embedchain/evaluation/metrics/context_relevancy.py

@@ -8,9 +8,9 @@ import pysbd
 from openai import OpenAI
 from tqdm import tqdm
 
-from embedchain.config.eval.base import ContextRelevanceConfig
-from embedchain.eval.base import BaseMetric
-from embedchain.utils.eval import EvalData, EvalMetric
+from embedchain.config.evaluation.base import ContextRelevanceConfig
+from embedchain.evaluation.base import BaseMetric
+from embedchain.utils.evaluation import EvalData, EvalMetric
 
 
 class ContextRelevance(BaseMetric):

embedchain/evaluation/metrics/groundedness.py

@@ -8,9 +8,9 @@ import numpy as np
 from openai import OpenAI
 from tqdm import tqdm
 
-from embedchain.config.eval.base import GroundednessConfig
-from embedchain.eval.base import BaseMetric
-from embedchain.utils.eval import EvalData, EvalMetric
+from embedchain.config.evaluation.base import GroundednessConfig
+from embedchain.evaluation.base import BaseMetric
+from embedchain.utils.evaluation import EvalData, EvalMetric
 
 
 class Groundedness(BaseMetric):