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Code Issues Packages Projects Releases Wiki Activity

fix:word embedding and web-ui bug (#361)

Browse Source 
1.word embedding, use docx_loader 
2.ppt embedding, use ppt_loader 
3.web-ui bug
This commit is contained in:
magic.chen
2023-07-25 19:08:08 +08:00
committed by GitHub
parent 7182179e69 795be61d4a
commit bb8deaca92
29 changed files with 112 additions and 28 deletions
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28
pilot/embedding_engine/docx_loader.py Normal file
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@@ -0,0 +1,28 @@
from typing import List, Optional
from langchain.docstore.document import Document
from langchain.document_loaders.base import BaseLoader
import docx
class DocxLoader(BaseLoader):
"""Load docx files."""
def __init__(self, file_path: str, encoding: Optional[str] = None):
"""Initialize with file path."""
self.file_path = file_path
self.encoding = encoding
def load(self) -> List[Document]:
"""Load from file path."""
docs = []
doc = docx.Document(self.file_path)
content = []
for i in range(len(doc.paragraphs)):
para = doc.paragraphs[i]
text = para.text
content.append(text)
docs.append(
Document(page_content="".join(content), metadata={"source": self.file_path})
)
return docs

4
pilot/embedding_engine/ppt_embedding.py
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@@ -2,7 +2,6 @@
# -*- coding: utf-8 -*-
from typing import List, Optional
from langchain.document_loaders import UnstructuredPowerPointLoader
from langchain.schema import Document
from langchain.text_splitter import (
SpacyTextSplitter,
@@ -11,6 +10,7 @@ from langchain.text_splitter import (
)
from pilot.embedding_engine import SourceEmbedding, register
from pilot.embedding_engine.ppt_loader import PPTLoader
class PPTEmbedding(SourceEmbedding):
@@ -36,7 +36,7 @@ class PPTEmbedding(SourceEmbedding):
def read(self):
"""Load from ppt path."""
if self.source_reader is None:
self.source_reader = UnstructuredPowerPointLoader(self.file_path)
self.source_reader = PPTLoader(self.file_path)
if self.text_splitter is None:
try:
self.text_splitter = SpacyTextSplitter(

28
pilot/embedding_engine/ppt_loader.py Normal file
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@@ -0,0 +1,28 @@
from typing import List, Optional
from langchain.docstore.document import Document
from langchain.document_loaders.base import BaseLoader
from pptx import Presentation
class PPTLoader(BaseLoader):
"""Load PPT files."""
def __init__(self, file_path: str, encoding: Optional[str] = None):
"""Initialize with file path."""
self.file_path = file_path
self.encoding = encoding
def load(self) -> List[Document]:
"""Load from file path."""
pr = Presentation(self.file_path)
docs = []
for slide in pr.slides:
for shape in slide.shapes:
if hasattr(shape, "text") and shape.text is not "":
docs.append(
Document(
page_content=shape.text, metadata={"source": slide.slide_id}
)
)
return docs

4
pilot/embedding_engine/word_embedding.py
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@@ -2,7 +2,6 @@
# -*- coding: utf-8 -*-
from typing import List, Optional
from langchain.document_loaders import UnstructuredWordDocumentLoader
from langchain.schema import Document
from langchain.text_splitter import (
SpacyTextSplitter,
@@ -11,6 +10,7 @@ from langchain.text_splitter import (
)
from pilot.embedding_engine import SourceEmbedding, register
from pilot.embedding_engine.docx_loader import DocxLoader
class WordEmbedding(SourceEmbedding):
@@ -36,7 +36,7 @@ class WordEmbedding(SourceEmbedding):
def read(self):
"""Load from word path."""
if self.source_reader is None:
self.source_reader = UnstructuredWordDocumentLoader(self.file_path)
self.source_reader = DocxLoader(self.file_path)
if self.text_splitter is None:
try:
self.text_splitter = SpacyTextSplitter(

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@@ -1 +1 @@
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3
pilot/vector_store/connector.py
View File

@@ -1,8 +1,9 @@
from pilot.vector_store.chroma_store import ChromaStore
from pilot.vector_store.milvus_store import MilvusStore
from pilot.vector_store.weaviate_store import WeaviateStore
connector = {"Chroma": ChromaStore, "Milvus": MilvusStore}
connector = {"Chroma": ChromaStore, "Milvus": MilvusStore, "Weaviate": WeaviateStore}
class VectorStoreConnector:

2
requirements.txt
View File

@@ -68,7 +68,7 @@ distro
pypdf
weaviate-client
# databse
# database
pymysql
duckdb