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| Original file line number | Diff line number | Diff line change |
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| @@ -0,0 +1,36 @@ | ||
| # AUTOGENERATED! DO NOT EDIT! File to edit: ../nbs/04_educator_profile.ipynb. | ||
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| # %% auto 0 | ||
| __all__ = ['EducatorProfileView'] | ||
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| # %% ../nbs/04_educator_profile.ipynb 1 | ||
| from ipywidgets import VBox, HBox, HTML, Text, Button, Label | ||
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| # %% ../nbs/04_educator_profile.ipynb 2 | ||
| class EducatorProfileView(VBox): | ||
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| def __init__(self): | ||
| super().__init__() | ||
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| # Username input | ||
| self.username_label = Label('Name:') | ||
| self.username_input = Text(placeholder='Enter your name') | ||
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| # Password input | ||
| self.key_label = Label('Educator:') | ||
| self.key_input = Text(placeholder='Enter Your Level', password=True) | ||
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| # Next button | ||
| self.next_button = Button(description='Next') | ||
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| # Arrange labels and inputs horizontally | ||
| self.username_box = HBox([self.username_label, self.username_input]) | ||
| self.key_box = HBox([self.key_label, self.key_input]) | ||
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| # Arrange widgets vertically | ||
| self.children = [ | ||
| HTML('<h2>User Profile</h2>'), # Heading | ||
| self.username_box, # Username label and input box | ||
| self.key_box, # Password label and input box | ||
| HBox([self.next_button], layout={'justify_content': 'flex-end'}), # Login button aligned to the right | ||
| ] |
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| Original file line number | Diff line number | Diff line change |
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| @@ -0,0 +1,64 @@ | ||
| # AUTOGENERATED! DO NOT EDIT! File to edit: ../nbs/01_llm.ipynb. | ||
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| # %% auto 0 | ||
| __all__ = ['LLM', 'FileModel'] | ||
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| # %% ../nbs/01_llm.ipynb 1 | ||
| from traitlets import HasTraits, Unicode | ||
| from langchain_openai import ChatOpenAI | ||
| import os | ||
| from langchain.docstore.document import Document | ||
| from langchain_community.document_loaders import UnstructuredMarkdownLoader | ||
| from langchain_openai import OpenAIEmbeddings | ||
| from langchain_community.document_loaders import PyPDFLoader | ||
| from langchain_community.vectorstores import FAISS | ||
| from langchain_openai import OpenAIEmbeddings | ||
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| # %% ../nbs/01_llm.ipynb 2 | ||
| class LLM(HasTraits): | ||
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| def __init__(self, filepath='OPENAI_API_KEY'): | ||
| super().__init__() | ||
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| with open(filepath, 'r') as file: | ||
| openai_api_key = file.read().strip() | ||
| os.environ['OPENAI_API_KEY'] = openai_api_key | ||
| self.llm = ChatOpenAI(model_name="gpt-3.5-turbo") | ||
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| # %% ../nbs/01_llm.ipynb 4 | ||
| class FileModel(LLM): | ||
| # Define a Unicode string trait | ||
| select = Unicode() | ||
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| def __init__(self): | ||
| super().__init__() | ||
| #self.embeddings = OpenAIEmbeddings() | ||
| #doc = Document(page_content='Course') | ||
| #self.db = FAISS.from_documents(doc, self.embeddings) | ||
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| def save_content_from_upload(values): | ||
| for value in values: | ||
| with open('course_files/' + value['name'], "wb") as fp: | ||
| fp.write(value['content']) | ||
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| def load_text(self, text): | ||
| doc = Document(page_content=text) | ||
| db = FAISS.from_documents(doc, self.embeddings) | ||
| self.db.merge_from(db) | ||
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| def load_pdf(self, filepath): | ||
| loader = PyPDFLoader(filepath) | ||
| pages = loader.load_and_split() | ||
| db = FAISS.from_documents(pages, self.embeddings) | ||
| self.db.merge_from(db) | ||
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| def load_markdown(filepath): | ||
| loader = UnstructuredMarkdownLoader(filepath, mode="elements") #mode=elements breaks up the text into chunks | ||
| doc = loader.load() | ||
| db = FAISS.from_documents(doc, embeddings) | ||
| self.db.merge_from(db) | ||
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| def save_content_from_upload(values): | ||
| for value in values: | ||
| with open(value['name'], "wb") as fp: | ||
| fp.write(value['content']) |
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