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Found 50 matching component(s)

  • class SimpleDataHandle

    A data handler class that manages multiple data sources with different types (dataframes, vector stores, databases) and their associated processing configurations.

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

    data-management registry vector-store RAG dataframe

  • class OneCo_hybrid_RAG

    A class named OneCo_hybrid_RAG

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

    class oneco_hybrid_rag

  • class pathobrowser_base

    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_integrated.py

    class pathobrowser_base

  • 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 DocumentProcessor_v5

    Process different document types for RAG context extraction

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

    class documentprocessor

  • function compare_datasets

    Analyzes and compares two pandas DataFrames containing flock data (original vs cleaned), printing detailed statistics about removed records, type distributions, and impact assessment.

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

    data-quality comparison analysis reporting statistics

  • class OneCo_hybrid_RAG_v2

    A class named OneCo_hybrid_RAG

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

    class oneco_hybrid_rag

  • function generate_html_from_msg

    Converts an email message object into a formatted HTML representation with styling, headers, body content, and attachment information.

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

    email html-generation email-parsing formatting msg-file

  • 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

  • class DocumentExtractor

    A document text extraction class that supports multiple file formats including Word, PowerPoint, PDF, and plain text files, with automatic format detection and conversion capabilities.

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

    document-processing text-extraction pdf word powerpoint

  • function generate_minutes

    Flask route handler that processes uploaded meeting transcripts and optional supporting documents to generate structured meeting minutes using AI, with configurable output styles and validation.

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

    flask web-api file-upload meeting-minutes ai-generation

  • function regenerate_minutes

    Flask route handler that regenerates meeting minutes from a previous session using modified instructions, model selection, and configuration parameters.

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

    flask meeting-minutes regeneration ai-generation openai

  • class PowerPointProcessor

    A class that processes PowerPoint (.pptx) presentations to extract text content and tables, converting tables to markdown format and organizing content by slides.

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

    powerpoint pptx document-processing text-extraction table-extraction

  • class EnhancedMeetingMinutesGenerator

    A class named EnhancedMeetingMinutesGenerator

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

    class enhancedmeetingminutesgenerator

  • function get_instruction_templates

    Flask API endpoint that returns a dictionary of predefined instruction templates for different document types including SOPs, work instructions, quality forms, and document comparison guidelines.

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

    flask api endpoint templates instructions

  • 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_v1

    A document processing class that extracts text from PDF and Word documents using llmsherpa as the primary method with fallback support for PyPDF2, pdfplumber, and python-docx.

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

    document-processing text-extraction pdf-processing word-processing llmsherpa

  • class DocumentProcessor_v2

    A document processing class that extracts text from PDF and Word documents using llmsherpa as the primary method with fallback support for PyPDF2, pdfplumber, and python-docx.

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

    document-processing text-extraction pdf-processing word-processing llmsherpa

  • 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 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

  • function process_markdown_content

    Parses markdown-formatted text content and converts it into a structured list of content elements with type annotations and formatting metadata suitable for document export.

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

    markdown parser document-processing text-processing content-conversion

  • function add_formatted_content_to_word_v1

    Converts processed markdown elements into formatted content within a Microsoft Word document, handling headers, paragraphs, lists, tables, and code blocks with appropriate styling.

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

    markdown-conversion word-document document-generation formatting docx

  • function add_formatted_content_to_pdf

    Processes markdown elements and adds them to a PDF document story with appropriate formatting, handling headers, paragraphs, lists, and tables.

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

    pdf-generation reportlab markdown-to-pdf document-formatting content-rendering

  • function markdown_to_html

    Converts Markdown formatted text to HTML using the python-markdown library with multiple extensions, falling back to basic conversion if the library is unavailable.

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

    markdown html conversion text-processing formatting

  • function validate_sheet_format

    Analyzes Excel sheet structure using multiple heuristics to classify it as tabular data, information sheet, or mixed format, returning quality metrics and extraction recommendations.

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

    data-validation excel-processing sheet-classification data-quality heuristic-analysis

  • function detect_table_boundaries

    Detects distinct tables within a pandas DataFrame by identifying empty rows as table boundaries and returns metadata about each detected table region.

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

    data-processing excel table-detection boundary-detection pandas

  • function extract_sheet_context

    Extracts comprehensive text context from Excel DataFrame sheets that contain mixed structured and unstructured content, converting them into markdown-formatted text while preserving table structures, key-value pairs, and section headers.

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

    excel-processing data-extraction markdown-generation text-parsing table-detection

  • class DocumentProcessor_v7

    Lightweight document processor for chat upload functionality

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

    class documentprocessor

  • function system_status

    Flask API endpoint that returns comprehensive system status information including database connectivity, authentication state, and feature availability.

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

    flask api health-check status monitoring

  • function process_markdown_content_v1

    Parses markdown-formatted text content and converts it into a structured list of document elements (headers, paragraphs, lists, tables, code blocks) with their types and formatting preserved in original order.

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

    markdown parser document-processing text-processing content-conversion

  • function add_formatted_content_to_word

    Converts processed markdown elements into formatted content within a Word document, handling headers, paragraphs, lists, tables, and code blocks with appropriate styling.

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

    word-document markdown-conversion document-formatting python-docx content-generation

  • function add_formatted_content_to_pdf_v1

    Converts processed markdown elements into formatted PDF content by adding paragraphs, headers, lists, and tables to a ReportLab story object with appropriate styling.

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

    pdf-generation reportlab markdown-conversion document-formatting content-rendering

  • function add_table_to_pdf_v1

    Adds a formatted table to a PDF document story with proper text wrapping, styling, and header formatting using ReportLab's platypus components.

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

    pdf-generation reportlab table-formatting document-generation text-wrapping

  • function get_data_section

    Flask API endpoint that retrieves a specific data section by ID, ensuring the requesting user is the owner of the section.

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

    flask api rest-endpoint authentication authorization

  • class LegacySystemMigrator

    Migrates data from a legacy file-based document system to a new database-backed architecture with TextSection-centric design, including document metadata, sections, chat configurations, and version history.

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

    migration data-migration legacy-system database document-management

  • class OneCo_hybrid_RAG_v3

    A class named OneCo_hybrid_RAG

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

    class oneco_hybrid_rag

  • class DatabaseManager_v1

    SQLite database manager for persistent storage

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

    class databasemanager

  • class AnalysisResult_v1

    A dataclass that encapsulates the results from statistical analysis operations, including metadata, file paths, and timestamps.

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

    dataclass statistical-analysis result-container serialization data-structure

  • class AnalysisResult_v1

    A dataclass that encapsulates results from statistical analysis operations, providing structured storage and serialization capabilities for analysis outputs.

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

    dataclass statistical-analysis data-container serialization results-storage

  • function inspect_database

    Inspects a SQLite database at a hardcoded path, examining table structure, row counts, and identifying potentially corrupted chat_session_id values in the text_sections table.

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

    database sqlite diagnostic debugging data-quality

  • function test_enhanced_pdf_processing

    A comprehensive test function that validates PDF processing capabilities, including text extraction, cleaning, chunking, and table detection across multiple PDF processing libraries.

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

    testing pdf-processing document-processing diagnostic text-extraction

  • function test_extraction_debugging

    A test function that validates the extraction debugging functionality of a DocumentProcessor by creating test files, simulating document extraction, and verifying debug log creation.

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

    testing debugging document-processing file-operations unit-test

  • class AnalysisResult

    A dataclass that encapsulates the results from statistical analysis operations, including metadata, file paths, and timestamps.

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

    dataclass statistical-analysis result-container data-structure analysis-output

  • class DatabaseManager_v1

    Database manager for SmartStat following vice_ai patterns

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

    class databasemanager

  • class PDFTextExtractor

    A class for extracting text, images, and structured content from PDF documents with layout preservation capabilities.

    File: /tf/active/vicechatdev/CDocs/utils/pdf_utils.py

    pdf text-extraction document-processing layout-analysis markdown-conversion

  • class DocumentDetail_v2

    Document detail view component

    File: /tf/active/vicechatdev/CDocs/ui/document_detail.py

    class documentdetail

  • class TrainingDashboard

    Training dashboard for users to view and complete training requirements.

    File: /tf/active/vicechatdev/CDocs/ui/training_dashboard.py

    class trainingdashboard

  • class DatabaseInfo

    A dataclass that encapsulates complete database schema information including tables, columns, relationships, and metadata for a specific database instance.

    File: /tf/active/vicechatdev/full_smartstat/dynamic_schema_discovery.py

    database schema metadata dataclass serialization

  • class DynamicSchemaDiscovery

    Discovers database schema from live database connection

    File: /tf/active/vicechatdev/full_smartstat/dynamic_schema_discovery.py

    class dynamicschemadiscovery

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