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  • function extract_warranty_data_improved

    Parses markdown-formatted warranty documentation to extract structured warranty data including IDs, titles, sections, disclosure text, and reference citations.

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

    markdown-parsing text-extraction warranty-processing document-parsing regex
  • 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
  • class ReferenceManager

    Manages document references for inline citation and bibliography generation in a RAG (Retrieval-Augmented Generation) system.

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

    citation bibliography reference-management document-tracking RAG
  • function get_document

    Retrieves comprehensive details of a controlled document by its UID, with optional inclusion of version history, review cycles, and approval cycles.

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

    document-management controlled-documents retrieval version-control review-workflow
  • function create_document_v1

    Creates a new version of an existing document in a document management system, storing the file in FileCloud and tracking version metadata in Neo4j graph database.

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

    document-management version-control filecloud neo4j graph-database
  • function set_current_version

    Sets a specific version of a controlled document as the current/active version, updating the document's currentVersionUID property and logging the change.

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

    document-management version-control controlled-documents audit-trail permissions
  • function get_document_audit_trail

    Retrieves the complete audit trail for a controlled document from a Neo4j graph database, including timestamps, user actions, and event details.

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

    audit document-management neo4j graph-database compliance
  • function convert_document_to_pdf_v1

    Converts a document version from an editable format (e.g., Word) to PDF without changing the document's status, uploading the result to FileCloud and updating the version record.

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

    document-conversion pdf-generation filecloud controlled-documents document-management
  • 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
  • function get_document_v6

    Retrieves all versions of a document from the database given its unique identifier (UID).

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

    document-management version-control database-query error-handling controller
  • class DocumentConverter

    A class that converts various document formats (Word, Excel, PowerPoint, OpenDocument, Visio) to PDF using LibreOffice's headless conversion capabilities, with support for parallel processing and directory structure preservation.

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

    document-conversion pdf libreoffice batch-processing parallel-processing
  • 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 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
  • class User

    A user management class that handles authentication, authorization, user profiles, preferences, file management, and logging for a Panel-based web application with Neo4j backend.

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

    authentication authorization user-management role-based-access-control neo4j
  • function analyze_logs

    Parses and analyzes log files to extract synchronization statistics, error counts, and performance metrics for a specified time period.

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

    log-analysis file-synchronization monitoring statistics parsing
  • function watch_logs

    Monitors a log file in real-time and continuously prints new entries as they are appended to the file, similar to the Unix 'tail -f' command.

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

    logging monitoring file-watching real-time tail
  • class SyncDiagnostics

    A diagnostic class that analyzes and reports on synchronization issues between SharePoint and FileCloud, identifying missing files and root causes of sync failures.

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

    diagnostics sync-analysis sharepoint filecloud troubleshooting
  • 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
  • function full_reading_example

    Demonstrates the full reading mode of a RAG (Retrieval-Augmented Generation) system by processing all documents to answer a comprehensive query about key findings.

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

    example demonstration RAG retrieval-augmented-generation full-reading
  • function create_task

    Creates and registers a new background task in a thread-safe manner by initializing its metadata in a shared dictionary with status tracking, progress information, and timestamps.

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

    task-management background-tasks thread-safe concurrency task-tracking
  • function update_task_progress

    Thread-safe function that updates the progress and timestamp of an active task identified by task_id in a shared dictionary.

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

    task-management progress-tracking thread-safe concurrency locking
  • function complete_task

    Updates the status of a task to 'completed' in a thread-safe manner, storing the result and completion timestamp.

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

    task-management threading concurrency state-management thread-safe
  • function fail_task_v1

    Marks a task as failed by updating its status, recording the error message, and setting the completion timestamp in a thread-safe manner.

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

    task-management error-handling thread-safe state-management concurrency
  • function get_task_status_v1

    Thread-safe function that retrieves the current status of a task from a shared dictionary using a task identifier.

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

    threading concurrency task-management status-tracking thread-safe
  • function get_document_info

    Retrieves indexing status and metadata for a document, including whether it's indexed, its document ID, chunk count, and reindexing status.

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

    document-management indexing metadata vector-database chromadb
  • function process_chat_background

    Processes chat requests asynchronously in a background thread, managing RAG engine interactions, progress updates, and session state for various query modes including basic, extensive, full_reading, and deep_reflection.

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

    background-processing async rag chat document-retrieval
  • function process_full_reading_background

    Asynchronous background task processor that executes a full reading mode RAG (Retrieval-Augmented Generation) query, tracks progress, and stores results in session history.

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

    background-task async-processing rag full-reading-mode chat
  • function api_task_status

    Flask API endpoint that retrieves and returns the status of asynchronous tasks (chat or indexing operations) by task ID.

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

    api flask rest-endpoint task-status async-polling
  • function api_chat_status

    Flask API endpoint that retrieves the detailed status of a chat task by delegating to the api_task_status function using the provided task_id.

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

    flask api endpoint chat status
  • function api_index_folder

    Flask API endpoint that initiates a background task to index documents in a specified folder, tracking progress and returning a task ID for status monitoring.

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

    flask api endpoint background-task document-indexing
  • function api_index_progress

    Flask API endpoint that retrieves the current progress status of an asynchronous indexing task by its task ID.

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

    flask api rest-endpoint progress-tracking async-task
  • function internal_error

    Flask error handler that catches internal server errors (HTTP 500), logs them, and returns a standardized JSON error response.

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

    flask error-handler http-500 exception-handling logging
  • class QueryBasedExtractor

    A class that extracts relevant information from documents using a small LLM (Language Model), designed for Extensive and Full Reading modes in RAG systems.

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

    information-extraction document-processing llm rag query-based
  • 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
  • function index_all_documents

    Flask route handler that initiates background indexing of all documents in the system, creating a task ID for tracking progress and returning immediately while indexing continues asynchronously.

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

    flask api-endpoint background-task document-indexing async-processing
  • class DocumentIndexer

    A class for indexing documents into ChromaDB with support for multiple file formats (PDF, Word, PowerPoint, Excel, text files), smart incremental indexing, and document chunk management.

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

    document-indexing vector-database chromadb embeddings pdf-processing
  • function log_performance

    A context manager decorator that logs the performance metrics of an operation by wrapping it with a PerformanceLogger instance.

    File: /tf/active/vicechatdev/contract_validity_analyzer/utils/logging_utils.py

    performance logging context-manager monitoring profiling
  • class ProgressLogger

    A progress tracking logger that monitors and reports the progress of long-running operations with timing statistics, error counts, and estimated completion times.

    File: /tf/active/vicechatdev/contract_validity_analyzer/utils/logging_utils.py

    progress-tracking logging monitoring batch-processing performance-metrics
  • class AuditPageGenerator

    A class that generates comprehensive PDF audit trail pages for documents, including document information, reviews, approvals, revision history, and event history with electronic signatures.

    File: /tf/active/vicechatdev/document_auditor/src/audit_page_generator.py

    pdf-generation audit-trail document-management compliance electronic-signature
  • class BaseCleaner

    Abstract base class that defines the interface for document cleaning implementations, providing methods to remove redundancy from document collections and track cleaning statistics.

    File: /tf/active/vicechatdev/chromadb-cleanup/src/cleaners/base_cleaner.py

    abstract-base-class document-processing data-cleaning redundancy-removal statistics
  • function check_debug_endpoint

    Queries a debug endpoint to retrieve and display cache information from a web server, including debug mode status, cache buster values, and static file versions.

    File: /tf/active/vicechatdev/vice_ai/dev_tools.py

    debugging cache monitoring http web-server
  • class AgentExecutor

    Agent-based script executor that generates standalone Python files, manages dependencies, and provides iterative debugging capabilities

    File: /tf/active/vicechatdev/vice_ai/agent_executor.py

    class agentexecutor
  • class DocumentSection

    A class representing a section within a complex document, supporting hierarchical structure with headers, text content, and references.

    File: /tf/active/vicechatdev/vice_ai/complex_app.py

    document-management data-structure serialization document-section hierarchical-data
  • class ComplexDocument

    A class representing a complex document with multiple sections, supporting section management, references, metadata, and serialization capabilities.

    File: /tf/active/vicechatdev/vice_ai/complex_app.py

    document-management data-structure serialization content-management section-management
  • class ChatSession

    A class that manages a chat session associated with a specific document section, tracking messages, context documents, references, and timestamps.

    File: /tf/active/vicechatdev/vice_ai/complex_app.py

    chat session-management conversation document-chat message-tracking
  • function create_task_v1

    Creates and registers a new background task entry in a thread-safe manner, initializing its status, progress, user information, and timestamps.

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

    task-management background-tasks thread-safe concurrency task-tracking
  • function fail_task

    Marks a task as failed by updating its status, recording the error message, and setting the completion timestamp in a thread-safe manner.

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

    task-management error-handling thread-safe concurrency state-management
  • function api_load_template

    Flask API endpoint that loads and returns instruction template content by template name, with authentication required.

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

    flask api rest-endpoint template-loading authentication
  • function health

    Flask route handler that provides a health check endpoint returning the application's operational status, chat engine availability, and current timestamp.

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

    health-check monitoring flask api-endpoint diagnostics

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