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3 changed files with 11 additions and 7 deletions

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@ -81,7 +81,7 @@ You can provide the following files / links as context to Ollama:
- .html - .html
- .md - .md
- .pdf - .pdf
- links to websites - links (Note that only SSL-secured websites are supported)
## How the Rag is working in the GUI: ## How the Rag is working in the GUI:

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@ -7,3 +7,4 @@ langchain
pathlib pathlib
unstructured unstructured
markdown markdown
requests

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@ -6,6 +6,7 @@ from langchain_community.embeddings import OllamaEmbeddings
from langchain_community.vectorstores import Chroma from langchain_community.vectorstores import Chroma
from langchain_community.chat_models import ChatOllama from langchain_community.chat_models import ChatOllama
from langchain.chains import RetrievalQA from langchain.chains import RetrievalQA
import requests
@ -40,9 +41,12 @@ class Rag:
def get_file(self, file_path): def get_file(self, file_path):
# Check if the file path starts with 'https://' # Check if the file path starts with 'https://'
if file_path.startswith('https://'): if file_path.startswith('https://'):
loader = WebBaseLoader(file_path) try:
data = loader.load() loader = WebBaseLoader(file_path)
if data is None: data = loader.load()
if data is None:
return False
except requests.exceptions.SSLError:
return False return False
else: else:
file_type = file_path.split(".")[-1] file_type = file_path.split(".")[-1]
@ -61,8 +65,7 @@ class Rag:
loader = PyPDFLoader(file_path=file_path) loader = PyPDFLoader(file_path=file_path)
data = loader.load_and_split() data = loader.load_and_split()
case _: case _:
loader = WebBaseLoader(file_path) return False
data = loader.load()
except OSError: except OSError:
return False return False