[chore]: Rename modules for better readability and maintainability (#587)

docs/advanced/app_types.mdx

@@ -71,10 +71,10 @@ app = OpenSourceApp()
 from embedchain import CustomApp
 from embedchain.config import (CustomAppConfig, ElasticsearchDBConfig,
                                EmbedderConfig, LlmConfig)
-from embedchain.embedder.vertexai_embedder import VertexAiEmbedder
+from embedchain.embedder.vertexai import VertexAiEmbedder
-from embedchain.llm.vertex_ai_llm import VertexAiLlm
+from embedchain.llm.vertex_ai import VertexAiLlm
 from embedchain.models import EmbeddingFunctions, Providers
-from embedchain.vectordb.elasticsearch_db import Elasticsearch
+from embedchain.vectordb.elasticsearch import Elasticsearch
 
 # short
 app = CustomApp(llm=VertexAiLlm(), db=Elasticsearch(), embedder=VertexAiEmbedder())

embedchain/__init__.py

@@ -6,5 +6,6 @@ from embedchain.apps.App import App  # noqa: F401
 from embedchain.apps.CustomApp import CustomApp  # noqa: F401
 from embedchain.apps.Llama2App import Llama2App  # noqa: F401
 from embedchain.apps.OpenSourceApp import OpenSourceApp  # noqa: F401
-from embedchain.apps.PersonApp import PersonApp, PersonOpenSourceApp  # noqa: F401
+from embedchain.apps.PersonApp import (PersonApp,  # noqa: F401
-from embedchain.vectordb.chroma_db import ChromaDB  # noqa: F401
+                                       PersonOpenSourceApp)
+from embedchain.vectordb.chroma import ChromaDB  # noqa: F401

embedchain/apps/App.py

@@ -3,10 +3,10 @@ from typing import Optional
 from embedchain.config import (AppConfig, BaseEmbedderConfig, BaseLlmConfig,
                                ChromaDbConfig)
 from embedchain.embedchain import EmbedChain
-from embedchain.embedder.openai_embedder import OpenAiEmbedder
+from embedchain.embedder.openai import OpenAiEmbedder
-from embedchain.helper_classes.json_serializable import register_deserializable
+from embedchain.helper.json_serializable import register_deserializable
-from embedchain.llm.openai_llm import OpenAiLlm
+from embedchain.llm.openai import OpenAILlm
-from embedchain.vectordb.chroma_db import ChromaDB
+from embedchain.vectordb.chroma import ChromaDB
 
 
 @register_deserializable
@@ -47,7 +47,7 @@ class App(EmbedChain):
         if config is None:
             config = AppConfig()
 
-        llm = OpenAiLlm(config=llm_config)
+        llm = OpenAILlm(config=llm_config)
         embedder = OpenAiEmbedder(config=BaseEmbedderConfig(model="text-embedding-ada-002"))
         database = ChromaDB(config=chromadb_config)
 

embedchain/apps/CustomApp.py

@@ -2,10 +2,10 @@ from typing import Optional
 
 from embedchain.config import CustomAppConfig
 from embedchain.embedchain import EmbedChain
-from embedchain.embedder.base_embedder import BaseEmbedder
+from embedchain.embedder.base import BaseEmbedder
-from embedchain.helper_classes.json_serializable import register_deserializable
+from embedchain.helper.json_serializable import register_deserializable
-from embedchain.llm.base_llm import BaseLlm
+from embedchain.llm.base import BaseLlm
-from embedchain.vectordb.base_vector_db import BaseVectorDB
+from embedchain.vectordb.base import BaseVectorDB
 
 
 @register_deserializable
@@ -35,7 +35,7 @@ class CustomApp(EmbedChain):
         :param config: Config for the app instance. This is the most basic configuration,
         that does not fall into the LLM, database or embedder category, defaults to None
         :type config: Optional[CustomAppConfig], optional
-        :param llm: LLM Class instance. example: `from embedchain.llm.openai_llm import OpenAiLlm`, defaults to None
+        :param llm: LLM Class instance. example: `from embedchain.llm.openai import OpenAILlm`, defaults to None
         :type llm: BaseLlm
         :param db: The database to use for storing and retrieving embeddings,
         example: `from embedchain.vectordb.chroma_db import ChromaDb`, defaults to None

embedchain/apps/Llama2App.py

@@ -2,10 +2,10 @@ from typing import Optional
 
 from embedchain.apps.CustomApp import CustomApp
 from embedchain.config import CustomAppConfig
-from embedchain.embedder.openai_embedder import OpenAiEmbedder
+from embedchain.embedder.openai import OpenAiEmbedder
-from embedchain.helper_classes.json_serializable import register_deserializable
+from embedchain.helper.json_serializable import register_deserializable
-from embedchain.llm.llama2_llm import Llama2Llm
+from embedchain.llm.llama2 import Llama2Llm
-from embedchain.vectordb.chroma_db import ChromaDB
+from embedchain.vectordb.chroma import ChromaDB
 
 
 @register_deserializable

embedchain/apps/OpenSourceApp.py

@@ -4,10 +4,10 @@ from typing import Optional
 from embedchain.config import (BaseEmbedderConfig, BaseLlmConfig,
                                ChromaDbConfig, OpenSourceAppConfig)
 from embedchain.embedchain import EmbedChain
-from embedchain.embedder.gpt4all_embedder import GPT4AllEmbedder
+from embedchain.embedder.gpt4all import GPT4AllEmbedder
-from embedchain.helper_classes.json_serializable import register_deserializable
+from embedchain.helper.json_serializable import register_deserializable
-from embedchain.llm.gpt4all_llm import GPT4ALLLlm
+from embedchain.llm.gpt4all import GPT4ALLLlm
-from embedchain.vectordb.chroma_db import ChromaDB
+from embedchain.vectordb.chroma import ChromaDB
 
 gpt4all_model = None
 

embedchain/apps/PersonApp.py

@@ -6,7 +6,7 @@ from embedchain.config import BaseLlmConfig
 from embedchain.config.apps.BaseAppConfig import BaseAppConfig
 from embedchain.config.llm.base_llm_config import (DEFAULT_PROMPT,
                                                    DEFAULT_PROMPT_WITH_HISTORY)
-from embedchain.helper_classes.json_serializable import register_deserializable
+from embedchain.helper.json_serializable import register_deserializable
 
 
 @register_deserializable

embedchain/bots/base.py

@@ -2,17 +2,17 @@ from typing import Any
 
 from embedchain import CustomApp
 from embedchain.config import AddConfig, CustomAppConfig, LlmConfig
-from embedchain.embedder.openai_embedder import OpenAiEmbedder
+from embedchain.embedder.openai import OpenAiEmbedder
-from embedchain.helper_classes.json_serializable import (
+from embedchain.helper.json_serializable import (JSONSerializable,
-    JSONSerializable, register_deserializable)
+                                                 register_deserializable)
-from embedchain.llm.openai_llm import OpenAiLlm
+from embedchain.llm.openai import OpenAILlm
-from embedchain.vectordb.chroma_db import ChromaDB
+from embedchain.vectordb.chroma import ChromaDB
 
 
 @register_deserializable
 class BaseBot(JSONSerializable):
     def __init__(self):
-        self.app = CustomApp(config=CustomAppConfig(), llm=OpenAiLlm(), db=ChromaDB(), embedder=OpenAiEmbedder())
+        self.app = CustomApp(config=CustomAppConfig(), llm=OpenAILlm(), db=ChromaDB(), embedder=OpenAiEmbedder())
 
     def add(self, data: Any, config: AddConfig = None):
         """

embedchain/bots/discord.py

@@ -6,7 +6,7 @@ import discord
 from discord import app_commands
 from discord.ext import commands
 
-from embedchain.helper_classes.json_serializable import register_deserializable
+from embedchain.helper.json_serializable import register_deserializable
 
 from .base import BaseBot
 

embedchain/bots/poe.py

@@ -5,7 +5,7 @@ from typing import List, Optional
 
 from fastapi_poe import PoeBot, run
 
-from embedchain.helper_classes.json_serializable import register_deserializable
+from embedchain.helper.json_serializable import register_deserializable
 
 from .base import BaseBot
 

embedchain/bots/slack.py

@@ -5,7 +5,7 @@ import signal
 import sys
 
 from embedchain import App
-from embedchain.helper_classes.json_serializable import register_deserializable
+from embedchain.helper.json_serializable import register_deserializable
 
 from .base import BaseBot
 

embedchain/bots/whatsapp.py

@@ -4,7 +4,7 @@ import logging
 import signal
 import sys
 
-from embedchain.helper_classes.json_serializable import register_deserializable
+from embedchain.helper.json_serializable import register_deserializable
 
 from .base import BaseBot
 

embedchain/chunkers/base_chunker.py

@@ -1,6 +1,6 @@
 import hashlib
 
-from embedchain.helper_classes.json_serializable import JSONSerializable
+from embedchain.helper.json_serializable import JSONSerializable
 from embedchain.models.data_type import DataType
 
 

embedchain/chunkers/docs_site.py

@@ -4,7 +4,7 @@ from langchain.text_splitter import RecursiveCharacterTextSplitter
 
 from embedchain.chunkers.base_chunker import BaseChunker
 from embedchain.config.AddConfig import ChunkerConfig
-from embedchain.helper_classes.json_serializable import register_deserializable
+from embedchain.helper.json_serializable import register_deserializable
 
 
 @register_deserializable

embedchain/chunkers/docx_file.py

@@ -4,7 +4,7 @@ from langchain.text_splitter import RecursiveCharacterTextSplitter
 
 from embedchain.chunkers.base_chunker import BaseChunker
 from embedchain.config.AddConfig import ChunkerConfig
-from embedchain.helper_classes.json_serializable import register_deserializable
+from embedchain.helper.json_serializable import register_deserializable
 
 
 @register_deserializable

embedchain/chunkers/notion.py

@@ -4,7 +4,7 @@ from langchain.text_splitter import RecursiveCharacterTextSplitter
 
 from embedchain.chunkers.base_chunker import BaseChunker
 from embedchain.config.AddConfig import ChunkerConfig
-from embedchain.helper_classes.json_serializable import register_deserializable
+from embedchain.helper.json_serializable import register_deserializable
 
 
 @register_deserializable

embedchain/chunkers/pdf_file.py

@@ -4,7 +4,7 @@ from langchain.text_splitter import RecursiveCharacterTextSplitter
 
 from embedchain.chunkers.base_chunker import BaseChunker
 from embedchain.config.AddConfig import ChunkerConfig
-from embedchain.helper_classes.json_serializable import register_deserializable
+from embedchain.helper.json_serializable import register_deserializable
 
 
 @register_deserializable

embedchain/chunkers/qna_pair.py

@@ -4,7 +4,7 @@ from langchain.text_splitter import RecursiveCharacterTextSplitter
 
 from embedchain.chunkers.base_chunker import BaseChunker
 from embedchain.config.AddConfig import ChunkerConfig
-from embedchain.helper_classes.json_serializable import register_deserializable
+from embedchain.helper.json_serializable import register_deserializable
 
 
 @register_deserializable

embedchain/chunkers/text.py

@@ -4,7 +4,7 @@ from langchain.text_splitter import RecursiveCharacterTextSplitter
 
 from embedchain.chunkers.base_chunker import BaseChunker
 from embedchain.config.AddConfig import ChunkerConfig
-from embedchain.helper_classes.json_serializable import register_deserializable
+from embedchain.helper.json_serializable import register_deserializable
 
 
 @register_deserializable

embedchain/chunkers/web_page.py

@@ -4,7 +4,7 @@ from langchain.text_splitter import RecursiveCharacterTextSplitter
 
 from embedchain.chunkers.base_chunker import BaseChunker
 from embedchain.config.AddConfig import ChunkerConfig
-from embedchain.helper_classes.json_serializable import register_deserializable
+from embedchain.helper.json_serializable import register_deserializable
 
 
 @register_deserializable

embedchain/chunkers/youtube_video.py

@@ -4,7 +4,7 @@ from langchain.text_splitter import RecursiveCharacterTextSplitter
 
 from embedchain.chunkers.base_chunker import BaseChunker
 from embedchain.config.AddConfig import ChunkerConfig
-from embedchain.helper_classes.json_serializable import register_deserializable
+from embedchain.helper.json_serializable import register_deserializable
 
 
 @register_deserializable

embedchain/config/AddConfig.py

@@ -1,7 +1,7 @@
 from typing import Callable, Optional
 
 from embedchain.config.BaseConfig import BaseConfig
-from embedchain.helper_classes.json_serializable import register_deserializable
+from embedchain.helper.json_serializable import register_deserializable
 
 
 @register_deserializable

embedchain/config/BaseConfig.py

@@ -1,6 +1,6 @@
 from typing import Any, Dict
 
-from embedchain.helper_classes.json_serializable import JSONSerializable
+from embedchain.helper.json_serializable import JSONSerializable
 
 
 class BaseConfig(JSONSerializable):

embedchain/config/apps/AppConfig.py

@@ -1,6 +1,6 @@
 from typing import Optional
 
-from embedchain.helper_classes.json_serializable import register_deserializable
+from embedchain.helper.json_serializable import register_deserializable
 
 from .BaseAppConfig import BaseAppConfig
 

embedchain/config/apps/BaseAppConfig.py

@@ -2,8 +2,8 @@ import logging
 from typing import Optional
 
 from embedchain.config.BaseConfig import BaseConfig
-from embedchain.helper_classes.json_serializable import JSONSerializable
+from embedchain.helper.json_serializable import JSONSerializable
-from embedchain.vectordb.base_vector_db import BaseVectorDB
+from embedchain.vectordb.base import BaseVectorDB
 
 
 class BaseAppConfig(BaseConfig, JSONSerializable):

embedchain/config/apps/CustomAppConfig.py

@@ -2,8 +2,8 @@ from typing import Optional
 
 from dotenv import load_dotenv
 
-from embedchain.helper_classes.json_serializable import register_deserializable
+from embedchain.helper.json_serializable import register_deserializable
-from embedchain.vectordb.base_vector_db import BaseVectorDB
+from embedchain.vectordb.base import BaseVectorDB
 
 from .BaseAppConfig import BaseAppConfig
 

embedchain/config/apps/OpenSourceAppConfig.py

@@ -1,6 +1,6 @@
 from typing import Optional
 
-from embedchain.helper_classes.json_serializable import register_deserializable
+from embedchain.helper.json_serializable import register_deserializable
 
 from .BaseAppConfig import BaseAppConfig
 

embedchain/config/embedder/BaseEmbedderConfig.py

@@ -1,6 +1,6 @@
 from typing import Optional
 
-from embedchain.helper_classes.json_serializable import register_deserializable
+from embedchain.helper.json_serializable import register_deserializable
 
 
 @register_deserializable

embedchain/config/llm/base_llm_config.py

@@ -3,7 +3,7 @@ from string import Template
 from typing import Any, Dict, Optional
 
 from embedchain.config.BaseConfig import BaseConfig
-from embedchain.helper_classes.json_serializable import register_deserializable
+from embedchain.helper.json_serializable import register_deserializable
 
 DEFAULT_PROMPT = """
   Use the following pieces of context to answer the query at the end.

embedchain/config/vectordbs/ChromaDbConfig.py

@@ -1,7 +1,7 @@
 from typing import Optional
 
 from embedchain.config.vectordbs.BaseVectorDbConfig import BaseVectorDbConfig
-from embedchain.helper_classes.json_serializable import register_deserializable
+from embedchain.helper.json_serializable import register_deserializable
 
 
 @register_deserializable

embedchain/config/vectordbs/ElasticsearchDBConfig.py

@@ -1,7 +1,7 @@
 from typing import Dict, List, Optional, Union
 
 from embedchain.config.vectordbs.BaseVectorDbConfig import BaseVectorDbConfig
-from embedchain.helper_classes.json_serializable import register_deserializable
+from embedchain.helper.json_serializable import register_deserializable
 
 
 @register_deserializable

embedchain/data_formatter/data_formatter.py

@@ -10,7 +10,7 @@ from embedchain.chunkers.web_page import WebPageChunker
 from embedchain.chunkers.youtube_video import YoutubeVideoChunker
 from embedchain.config import AddConfig
 from embedchain.config.AddConfig import ChunkerConfig, LoaderConfig
-from embedchain.helper_classes.json_serializable import JSONSerializable
+from embedchain.helper.json_serializable import JSONSerializable
 from embedchain.loaders.base_loader import BaseLoader
 from embedchain.loaders.csv import CsvLoader
 from embedchain.loaders.docs_site_loader import DocsSiteLoader

embedchain/embedchain.py

@@ -16,13 +16,13 @@ from embedchain.chunkers.base_chunker import BaseChunker
 from embedchain.config import AddConfig, BaseLlmConfig
 from embedchain.config.apps.BaseAppConfig import BaseAppConfig
 from embedchain.data_formatter import DataFormatter
-from embedchain.embedder.base_embedder import BaseEmbedder
+from embedchain.embedder.base import BaseEmbedder
-from embedchain.helper_classes.json_serializable import JSONSerializable
+from embedchain.helper.json_serializable import JSONSerializable
-from embedchain.llm.base_llm import BaseLlm
+from embedchain.llm.base import BaseLlm
 from embedchain.loaders.base_loader import BaseLoader
 from embedchain.models.data_type import DataType
 from embedchain.utils import detect_datatype
-from embedchain.vectordb.base_vector_db import BaseVectorDB
+from embedchain.vectordb.base import BaseVectorDB
 
 load_dotenv()
 

embedchain/embedder/gpt4all.py

@@ -3,7 +3,7 @@ from typing import Optional
 from chromadb.utils import embedding_functions
 
 from embedchain.config import BaseEmbedderConfig
-from embedchain.embedder.base_embedder import BaseEmbedder
+from embedchain.embedder.base import BaseEmbedder
 from embedchain.models import EmbeddingFunctions
 
 

embedchain/embedder/huggingface.py

@@ -3,7 +3,7 @@ from typing import Optional
 from langchain.embeddings import HuggingFaceEmbeddings
 
 from embedchain.config import BaseEmbedderConfig
-from embedchain.embedder.base_embedder import BaseEmbedder
+from embedchain.embedder.base import BaseEmbedder
 from embedchain.models import EmbeddingFunctions
 
 

embedchain/embedder/openai.py

@@ -4,7 +4,7 @@ from typing import Optional
 from langchain.embeddings import OpenAIEmbeddings
 
 from embedchain.config import BaseEmbedderConfig
-from embedchain.embedder.base_embedder import BaseEmbedder
+from embedchain.embedder.base import BaseEmbedder
 from embedchain.models import EmbeddingFunctions
 
 try:

embedchain/embedder/vertexai.py

@@ -3,7 +3,7 @@ from typing import Optional
 from langchain.embeddings import VertexAIEmbeddings
 
 from embedchain.config import BaseEmbedderConfig
-from embedchain.embedder.base_embedder import BaseEmbedder
+from embedchain.embedder.base import BaseEmbedder
 from embedchain.models import EmbeddingFunctions
 
 

embedchain/llm/antrophic.py

@@ -2,8 +2,8 @@ import logging
 from typing import Optional
 
 from embedchain.config import BaseLlmConfig
-from embedchain.helper_classes.json_serializable import register_deserializable
+from embedchain.helper.json_serializable import register_deserializable
-from embedchain.llm.base_llm import BaseLlm
+from embedchain.llm.base import BaseLlm
 
 
 @register_deserializable

embedchain/llm/azure_openai.py

@@ -2,17 +2,17 @@ import logging
 from typing import Optional
 
 from embedchain.config import BaseLlmConfig
-from embedchain.helper_classes.json_serializable import register_deserializable
+from embedchain.helper.json_serializable import register_deserializable
-from embedchain.llm.base_llm import BaseLlm
+from embedchain.llm.base import BaseLlm
 
 
 @register_deserializable
-class AzureOpenAiLlm(BaseLlm):
+class AzureOpenAILlm(BaseLlm):
     def __init__(self, config: Optional[BaseLlmConfig] = None):
         super().__init__(config=config)
 
     def get_llm_model_answer(self, prompt):
-        return AzureOpenAiLlm._get_azure_openai_answer(prompt=prompt, config=self.config)
+        return AzureOpenAILlm._get_azure_openai_answer(prompt=prompt, config=self.config)
 
     @staticmethod
     def _get_azure_openai_answer(prompt: str, config: BaseLlmConfig) -> str:

embedchain/llm/base.py

@@ -8,7 +8,7 @@ from embedchain.config import BaseLlmConfig
 from embedchain.config.llm.base_llm_config import (
     DEFAULT_PROMPT, DEFAULT_PROMPT_WITH_HISTORY_TEMPLATE,
     DOCS_SITE_PROMPT_TEMPLATE)
-from embedchain.helper_classes.json_serializable import JSONSerializable
+from embedchain.helper.json_serializable import JSONSerializable
 
 
 class BaseLlm(JSONSerializable):

embedchain/llm/gpt4all.py

@@ -1,8 +1,8 @@
 from typing import Iterable, Optional, Union
 
 from embedchain.config import BaseLlmConfig
-from embedchain.helper_classes.json_serializable import register_deserializable
+from embedchain.helper.json_serializable import register_deserializable
-from embedchain.llm.base_llm import BaseLlm
+from embedchain.llm.base import BaseLlm
 
 
 @register_deserializable

embedchain/llm/llama2.py

@@ -4,8 +4,8 @@ from typing import Optional
 from langchain.llms import Replicate
 
 from embedchain.config import BaseLlmConfig
-from embedchain.helper_classes.json_serializable import register_deserializable
+from embedchain.helper.json_serializable import register_deserializable
-from embedchain.llm.base_llm import BaseLlm
+from embedchain.llm.base import BaseLlm
 
 
 @register_deserializable

embedchain/llm/openai.py

@@ -3,12 +3,12 @@ from typing import Optional
 import openai
 
 from embedchain.config import BaseLlmConfig
-from embedchain.helper_classes.json_serializable import register_deserializable
+from embedchain.helper.json_serializable import register_deserializable
-from embedchain.llm.base_llm import BaseLlm
+from embedchain.llm.base import BaseLlm
 
 
 @register_deserializable
-class OpenAiLlm(BaseLlm):
+class OpenAILlm(BaseLlm):
     def __init__(self, config: Optional[BaseLlmConfig] = None):
         super().__init__(config=config)
 

embedchain/llm/vertex_ai.py

@@ -2,8 +2,8 @@ import logging
 from typing import Optional
 
 from embedchain.config import BaseLlmConfig
-from embedchain.helper_classes.json_serializable import register_deserializable
+from embedchain.helper.json_serializable import register_deserializable
-from embedchain.llm.base_llm import BaseLlm
+from embedchain.llm.base import BaseLlm
 
 
 @register_deserializable

embedchain/loaders/base_loader.py

@@ -1,4 +1,4 @@
-from embedchain.helper_classes.json_serializable import JSONSerializable
+from embedchain.helper.json_serializable import JSONSerializable
 
 
 class BaseLoader(JSONSerializable):

embedchain/loaders/docs_site_loader.py

@@ -4,7 +4,7 @@ from urllib.parse import urljoin, urlparse
 import requests
 from bs4 import BeautifulSoup
 
-from embedchain.helper_classes.json_serializable import register_deserializable
+from embedchain.helper.json_serializable import register_deserializable
 from embedchain.loaders.base_loader import BaseLoader
 
 

embedchain/loaders/docx_file.py

@@ -1,6 +1,6 @@
 from langchain.document_loaders import Docx2txtLoader
 
-from embedchain.helper_classes.json_serializable import register_deserializable
+from embedchain.helper.json_serializable import register_deserializable
 from embedchain.loaders.base_loader import BaseLoader
 
 

embedchain/loaders/local_qna_pair.py

@@ -1,4 +1,4 @@
-from embedchain.helper_classes.json_serializable import register_deserializable
+from embedchain.helper.json_serializable import register_deserializable
 from embedchain.loaders.base_loader import BaseLoader
 
 

embedchain/loaders/local_text.py

@@ -1,4 +1,4 @@
-from embedchain.helper_classes.json_serializable import register_deserializable
+from embedchain.helper.json_serializable import register_deserializable
 from embedchain.loaders.base_loader import BaseLoader
 
 

embedchain/loaders/notion.py

@@ -9,7 +9,7 @@ except ImportError:
     ) from None
 
 
-from embedchain.helper_classes.json_serializable import register_deserializable
+from embedchain.helper.json_serializable import register_deserializable
 from embedchain.loaders.base_loader import BaseLoader
 from embedchain.utils import clean_string
 

embedchain/loaders/pdf_file.py

@@ -1,6 +1,6 @@
 from langchain.document_loaders import PyPDFLoader
 
-from embedchain.helper_classes.json_serializable import register_deserializable
+from embedchain.helper.json_serializable import register_deserializable
 from embedchain.loaders.base_loader import BaseLoader
 from embedchain.utils import clean_string
 

embedchain/loaders/sitemap.py

@@ -4,7 +4,7 @@ import requests
 from bs4 import BeautifulSoup
 from bs4.builder import ParserRejectedMarkup
 
-from embedchain.helper_classes.json_serializable import register_deserializable
+from embedchain.helper.json_serializable import register_deserializable
 from embedchain.loaders.base_loader import BaseLoader
 from embedchain.loaders.web_page import WebPageLoader
 from embedchain.utils import is_readable

embedchain/loaders/web_page.py

@@ -3,7 +3,7 @@ import logging
 import requests
 from bs4 import BeautifulSoup
 
-from embedchain.helper_classes.json_serializable import register_deserializable
+from embedchain.helper.json_serializable import register_deserializable
 from embedchain.loaders.base_loader import BaseLoader
 from embedchain.utils import clean_string
 

embedchain/loaders/youtube_video.py

@@ -1,6 +1,6 @@
 from langchain.document_loaders import YoutubeLoader
 
-from embedchain.helper_classes.json_serializable import register_deserializable
+from embedchain.helper.json_serializable import register_deserializable
 from embedchain.loaders.base_loader import BaseLoader
 from embedchain.utils import clean_string
 

embedchain/vectordb/base.py

@@ -1,6 +1,6 @@
 from embedchain.config.vectordbs.BaseVectorDbConfig import BaseVectorDbConfig
-from embedchain.embedder.base_embedder import BaseEmbedder
+from embedchain.embedder.base import BaseEmbedder
-from embedchain.helper_classes.json_serializable import JSONSerializable
+from embedchain.helper.json_serializable import JSONSerializable
 
 
 class BaseVectorDB(JSONSerializable):

embedchain/vectordb/chroma.py

@@ -5,8 +5,8 @@ from chromadb import Collection, QueryResult
 from langchain.docstore.document import Document
 
 from embedchain.config import ChromaDbConfig
-from embedchain.helper_classes.json_serializable import register_deserializable
+from embedchain.helper.json_serializable import register_deserializable
-from embedchain.vectordb.base_vector_db import BaseVectorDB
+from embedchain.vectordb.base import BaseVectorDB
 
 try:
     import chromadb

embedchain/vectordb/elasticsearch.py

@@ -9,8 +9,8 @@ except ImportError:
     ) from None
 
 from embedchain.config import ElasticsearchDBConfig
-from embedchain.helper_classes.json_serializable import register_deserializable
+from embedchain.helper.json_serializable import register_deserializable
-from embedchain.vectordb.base_vector_db import BaseVectorDB
+from embedchain.vectordb.base import BaseVectorDB
 
 
 @register_deserializable

pyproject.toml

@@ -1,6 +1,6 @@
 [tool.poetry]
 name = "embedchain"
-version = "0.0.54"
+version = "0.0.55"
 description = "embedchain is a framework to easily create LLM powered bots over any dataset"
 authors = ["Taranjeet Singh"]
 license = "Apache License"

tests/embedchain/test_embedchain.py

@@ -12,8 +12,8 @@ class TestChromaDbHostsLoglevel(unittest.TestCase):
     @patch("chromadb.api.models.Collection.Collection.add")
     @patch("chromadb.api.models.Collection.Collection.get")
     @patch("embedchain.embedchain.EmbedChain.retrieve_from_database")
-    @patch("embedchain.llm.base_llm.BaseLlm.get_answer_from_llm")
+    @patch("embedchain.llm.base.BaseLlm.get_answer_from_llm")
-    @patch("embedchain.llm.base_llm.BaseLlm.get_llm_model_answer")
+    @patch("embedchain.llm.base.BaseLlm.get_llm_model_answer")
     def test_whole_app(
         self,
         _mock_get,

tests/helper_classes/test_json_serializable.py

@@ -3,8 +3,8 @@ import unittest
 
 from embedchain import App
 from embedchain.config import AppConfig
-from embedchain.helper_classes.json_serializable import (
+from embedchain.helper.json_serializable import (JSONSerializable,
-    JSONSerializable, register_deserializable)
+                                                 register_deserializable)
 
 
 class TestJsonSerializable(unittest.TestCase):

tests/llm/test_chat.py

@@ -4,7 +4,7 @@ from unittest.mock import MagicMock, patch
 
 from embedchain import App
 from embedchain.config import AppConfig, BaseLlmConfig
-from embedchain.llm.base_llm import BaseLlm
+from embedchain.llm.base import BaseLlm
 
 
 class TestApp(unittest.TestCase):

tests/vectordb/test_chroma_db.py

@@ -7,7 +7,7 @@ from chromadb.config import Settings
 
 from embedchain import App
 from embedchain.config import AppConfig, ChromaDbConfig
-from embedchain.vectordb.chroma_db import ChromaDB
+from embedchain.vectordb.chroma import ChromaDB
 
 
 class TestChromaDbHosts(unittest.TestCase):
@@ -46,7 +46,7 @@ class TestChromaDbHosts(unittest.TestCase):
 
 # Review this test
 class TestChromaDbHostsInit(unittest.TestCase):
-    @patch("embedchain.vectordb.chroma_db.chromadb.Client")
+    @patch("embedchain.vectordb.chroma.chromadb.Client")
     def test_app_init_with_host_and_port(self, mock_client):
         """
         Test if the `App` instance is initialized with the correct host and port values.
@@ -66,7 +66,7 @@ class TestChromaDbHostsInit(unittest.TestCase):
 
 
 class TestChromaDbHostsNone(unittest.TestCase):
-    @patch("embedchain.vectordb.chroma_db.chromadb.Client")
+    @patch("embedchain.vectordb.chroma.chromadb.Client")
     def test_init_with_host_and_port_none(self, mock_client):
         """
         Test if the `App` instance is initialized without default hosts and ports.
@@ -80,7 +80,7 @@ class TestChromaDbHostsNone(unittest.TestCase):
 
 
 class TestChromaDbHostsLoglevel(unittest.TestCase):
-    @patch("embedchain.vectordb.chroma_db.chromadb.Client")
+    @patch("embedchain.vectordb.chroma.chromadb.Client")
     def test_init_with_host_and_port_log_level(self, mock_client):
         """
         Test if the `App` instance is initialized without a config that does not contain default hosts and ports.

tests/vectordb/test_elasticsearch_db.py

@@ -1,8 +1,8 @@
 import unittest
 
 from embedchain.config import ElasticsearchDBConfig
-from embedchain.embedder.base_embedder import BaseEmbedder
+from embedchain.embedder.base import BaseEmbedder
-from embedchain.vectordb.elasticsearch_db import ElasticsearchDB
+from embedchain.vectordb.elasticsearch import ElasticsearchDB
 
 
 class TestEsDB(unittest.TestCase):