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  • class MetadataCatalog

    Helper class to manage FileCloud metadata sets and attributes. This class provides methods to work with FileCloud metadata by providing a more user-friendly interface on top of the raw API.

    File: /tf/active/vicechatdev/metadata_catalog.py

    class metadatacatalog
  • class RegulatoryExtractor

    A class for extracting structured metadata from regulatory guideline PDF documents using LLM-based analysis and storing the results in an Excel tracking spreadsheet.

    File: /tf/active/vicechatdev/reg_extractor.py

    pdf-extraction regulatory-documents llm-extraction ocr data-extraction
  • function create_enhanced_word_document_v1

    Converts markdown content into a formatted Microsoft Word document with proper styling, table of contents, warranty sections, and reference handling for Project Victoria warranty disclosures.

    File: /tf/active/vicechatdev/enhanced_word_converter_fixed.py

    document-generation word-processing markdown-conversion docx formatting
  • class ReferenceManager_v2

    Manages extraction and formatting of references for LLM chat responses. Handles both file references and BibTeX citations, formatting them according to various academic citation styles.

    File: /tf/active/vicechatdev/OneCo_hybrid_RAG copy.py

    class referencemanager
  • class OneCo_hybrid_RAG

    A class named OneCo_hybrid_RAG

    File: /tf/active/vicechatdev/OneCo_hybrid_RAG copy.py

    class oneco_hybrid_rag
  • class FixedProjectVictoriaGenerator

    Fixed Project Victoria Disclosure Generator that properly handles all warranty sections.

    File: /tf/active/vicechatdev/fixed_project_victoria_generator.py

    class fixedprojectvictoriagenerator
  • function create_document

    Creates a new controlled document in a document management system with versioning, audit trails, and optional initial content.

    File: /tf/active/vicechatdev/document_controller_backup.py

    document-management controlled-documents document-creation versioning audit-trail
  • function generate_document_number_v1

    Generates a unique document number by combining document type code, department code, and using a settings-based generation function, with UUID fallback on error.

    File: /tf/active/vicechatdev/document_controller_backup.py

    document-management unique-identifier document-number code-generation error-handling
  • function get_documents_v1

    Retrieves filtered and paginated documents from a Neo4j graph database with permission-based access control, supporting multiple filter criteria and search functionality.

    File: /tf/active/vicechatdev/document_controller_backup.py

    document-management neo4j graph-database filtering pagination
  • function create_audit_entry

    Creates an audit trail entry for document actions, logging user activity, document changes, and lifecycle events with fallback mechanisms.

    File: /tf/active/vicechatdev/document_controller_backup.py

    audit logging document-management compliance tracking
  • class FileCloudAPI

    Python wrapper for the FileCloud REST API. This class provides methods to interact with FileCloud server APIs, handling authentication, session management, and various file operations.

    File: /tf/active/vicechatdev/FC_api copy.py

    class filecloudapi
  • class PatternBasedExtractor

    Extract flocks based on farm-level In-Ovo usage patterns.

    File: /tf/active/vicechatdev/pattern_based_extraction.py

    class patternbasedextractor
  • class DocumentDetail

    Document detail view component

    File: /tf/active/vicechatdev/document_detail_backup.py

    class documentdetail
  • class ReferenceManager_v3

    Manages extraction and formatting of references for LLM chat responses. Handles both file references and BibTeX citations, formatting them according to various academic citation styles.

    File: /tf/active/vicechatdev/OneCo_hybrid_RAG_old.py

    class referencemanager
  • class OneCo_hybrid_RAG_v1

    A class named OneCo_hybrid_RAG

    File: /tf/active/vicechatdev/OneCo_hybrid_RAG_old.py

    class oneco_hybrid_rag
  • class FileCloudAPI_v1

    Python wrapper for the FileCloud REST API. This class provides methods to interact with FileCloud server APIs, handling authentication, session management, and various file operations.

    File: /tf/active/vicechatdev/FC_api.py

    class filecloudapi
  • class DocumentProcessor_v5

    Process different document types for RAG context extraction

    File: /tf/active/vicechatdev/offline_docstore_multi_vice.py

    class documentprocessor
  • class DocumentDetail_v1

    Document detail view component

    File: /tf/active/vicechatdev/document_detail_old.py

    class documentdetail
  • class ReferenceManager_v1

    Manages document references for inline citation and bibliography generation, tracking documents and generating formatted citations and bibliographies.

    File: /tf/active/vicechatdev/improved_project_victoria_generator.py

    citation bibliography reference-management document-tracking inline-citation
  • class ImprovedProjectVictoriaGenerator

    Improved Project Victoria Disclosure Generator with proper reference management.

    File: /tf/active/vicechatdev/improved_project_victoria_generator.py

    class improvedprojectvictoriagenerator
  • class ReferenceManager_v4

    Manages extraction and formatting of references for LLM chat responses. Handles both file references and BibTeX citations, formatting them according to various academic citation styles.

    File: /tf/active/vicechatdev/OneCo_hybrid_RAG.py

    class referencemanager
  • class OneCo_hybrid_RAG_v2

    A class named OneCo_hybrid_RAG

    File: /tf/active/vicechatdev/OneCo_hybrid_RAG.py

    class oneco_hybrid_rag
  • class ExtensiveSearchManager

    Manages extensive search functionality including full document retrieval, summarization, and enhanced context gathering.

    File: /tf/active/vicechatdev/OneCo_hybrid_RAG.py

    class extensivesearchmanager
  • function msg_to_eml

    Converts Microsoft Outlook .msg files to standard .eml format, preserving email headers, body content (plain text and HTML), and attachments.

    File: /tf/active/vicechatdev/msg_to_eml.py

    email-conversion msg-to-eml outlook email-processing file-conversion
  • class PDFConverter

    A class that converts various document formats (Word, PowerPoint, Excel, images) to PDF format using LibreOffice and ReportLab libraries.

    File: /tf/active/vicechatdev/msg_to_eml.py

    pdf conversion document-processing file-conversion libreoffice
  • function merge_pdfs_v1

    Merges multiple PDF files into a single output PDF file with robust error handling and fallback mechanisms.

    File: /tf/active/vicechatdev/msg_to_eml.py

    pdf merge file-processing document-processing pdf-manipulation
  • function html_to_pdf

    Converts HTML content to a PDF file using ReportLab with intelligent parsing of email-formatted HTML, including metadata extraction, body content processing, and attachment information.

    File: /tf/active/vicechatdev/msg_to_eml.py

    pdf-generation html-to-pdf email-conversion document-generation reportlab
  • function msg_to_pdf_improved

    Converts a Microsoft Outlook .msg file to PDF format using EML as an intermediate format for improved reliability, with fallback to direct conversion if needed.

    File: /tf/active/vicechatdev/msg_to_eml.py

    email-conversion msg-to-pdf file-conversion pdf-generation outlook
  • function test_chroma_collections

    A diagnostic function that tests connectivity to ChromaDB instances across multiple connection methods and lists all available collections with their metadata.

    File: /tf/active/vicechatdev/test_chroma_collections.py

    chromadb database-testing diagnostics connection-testing vector-database
  • class DocxMerger

    A class named DocxMerger

    File: /tf/active/vicechatdev/word_merge.py

    class docxmerger
  • class ProjectVictoriaDisclosureGenerator

    Main class for generating Project Victoria disclosures from warranty claims.

    File: /tf/active/vicechatdev/project_victoria_disclosure_generator.py

    class projectvictoriadisclosuregenerator
  • class MyEmbeddingFunction

    Custom embedding function class that integrates OpenAI's embedding API with Chroma DB for generating vector embeddings from text documents.

    File: /tf/active/vicechatdev/project_victoria_disclosure_generator.py

    embeddings openai chroma vector-database nlp
  • class DocumentProcessor_v6

    Process different document types for RAG context extraction

    File: /tf/active/vicechatdev/offline_docstore_multi.py

    class documentprocessor
  • class pathobrowser_base_v1

    Base class that contains all static elements of the app Parameters ---------- image : str An Image UID which may be passed on app startup. Immediately redirects to said image Attributes ---------- current_user : Userclass A class containing various information on the user workspace : panel.layout.Column The main container of the app sidebar : panel.layout.Column Container showing items on the side of the app head : panel.layout.Row The header of the app modal : panel.layout.Column The container for the modal window of the app

    File: /tf/active/vicechatdev/datacapture.py

    class pathobrowser_base
  • function extract_previous_reports_summary

    Extracts and summarizes key information from previous meeting report files using document extraction and OpenAI's GPT-4o-mini model to provide context for upcoming meetings.

    File: /tf/active/vicechatdev/leexi/app.py

    meeting-analysis document-extraction text-summarization llm openai
  • class EnhancedMeetingMinutesGenerator

    A class named EnhancedMeetingMinutesGenerator

    File: /tf/active/vicechatdev/leexi/enhanced_meeting_minutes_generator.py

    class enhancedmeetingminutesgenerator
  • function format_datetime_v1

    Converts an ISO format datetime string into a human-readable UTC datetime string formatted as 'YYYY-MM-DD HH:MM:SS UTC'.

    File: /tf/active/vicechatdev/SPFCsync/dry_run_test.py

    datetime formatting string-manipulation ISO-format UTC
  • class SharePointGraphClient

    SharePoint client using Microsoft Graph API. This bypasses SharePoint REST API app-only token issues.

    File: /tf/active/vicechatdev/SPFCsync/sharepoint_graph_client.py

    class sharepointgraphclient
  • class SharePointFileCloudSync

    Orchestrates synchronization of documents from SharePoint to FileCloud, managing the complete sync lifecycle including document retrieval, comparison, upload, and folder structure creation.

    File: /tf/active/vicechatdev/SPFCsync/sync_service.py

    synchronization sharepoint filecloud document-management cloud-sync
  • class DocChatRAG

    Main RAG engine with three operating modes: 1. Basic RAG (similarity search) 2. Extensive (full document retrieval with preprocessing) 3. Full Reading (process all documents)

    File: /tf/active/vicechatdev/docchat/rag_engine.py

    class docchatrag
  • class DocumentProcessor_v4

    Handles document processing and text extraction using llmsherpa (same approach as offline_docstore_multi_vice.py).

    File: /tf/active/vicechatdev/docchat/document_processor.py

    class documentprocessor
  • class DocumentProcessor_v8

    Process different document types for indexing

    File: /tf/active/vicechatdev/docchat/document_indexer.py

    class documentprocessor
  • function main_v65

    A test harness function that validates the ability to open and process PowerPoint and Word document files, with fallback to LibreOffice conversion for problematic files.

    File: /tf/active/vicechatdev/docchat/test_problematic_files.py

    testing document-processing file-validation powerpoint word
  • class OpenAIResponsesLLM

    Adapter class for OpenAI's Responses API, specifically designed for GPT-5 family models with automatic fallback mechanisms to stable models when responses fail.

    File: /tf/active/vicechatdev/docchat/llm_factory.py

    openai llm gpt-5 responses-api adapter
  • function validate_azure_token_v1

    Validates an Azure AD token by parsing the JWT id_token and extracting user information such as user ID, email, name, and preferred username.

    File: /tf/active/vicechatdev/docchat/auth/azure_auth.py

    azure authentication jwt token-validation oauth
  • function test_document_processing

    A test function that validates document processing functionality by creating a test PDF file, processing it through a DocumentProcessor, and verifying the extraction results or error handling.

    File: /tf/active/vicechatdev/contract_validity_analyzer/test_implementation.py

    testing document-processing pdf-extraction integration-test contract-analysis
  • class TestDocumentProcessor

    A test subclass of DocumentProcessor that simulates llmsherpa PDF processing failures and triggers OCR fallback mechanisms for testing purposes.

    File: /tf/active/vicechatdev/contract_validity_analyzer/test_ocr_fallback.py

    testing document-processing pdf ocr fallback
  • function test_ocr_fallback

    A test function that validates OCR fallback functionality when the primary llmsherpa PDF text extraction method fails.

    File: /tf/active/vicechatdev/contract_validity_analyzer/test_ocr_fallback.py

    testing ocr pdf-processing text-extraction fallback-mechanism
  • function test_ocr_retry_logic

    Tests the OCR retry logic for extracting contract end dates by first attempting normal text extraction, then falling back to OCR-based extraction if the end date is not found.

    File: /tf/active/vicechatdev/contract_validity_analyzer/test_ocr_retry.py

    testing ocr document-processing pdf-extraction contract-analysis
  • class Config_v3

    Configuration manager class that loads, manages, and persists configuration settings for a contract validity analyzer application, supporting YAML files and environment variable overrides.

    File: /tf/active/vicechatdev/contract_validity_analyzer/config/config.py

    configuration config-management yaml environment-variables settings

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