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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

  • function main_v5

    Command-line interface function that orchestrates pattern-based extraction of poultry flock data, including data loading, pattern classification, geocoding, and export functionality.

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

    cli command-line-interface data-extraction poultry-data pattern-analysis

  • function create_data_quality_dashboard_v1

    Creates an interactive data quality dashboard for analyzing treatment timing issues in poultry flock management data by loading and processing CSV files containing timing anomalies.

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

    data-quality dashboard visualization poultry-management treatment-timing

  • function create_data_quality_dashboard

    Creates an interactive command-line dashboard for analyzing data quality issues in treatment timing data, specifically focusing on treatments administered outside of flock lifecycle dates.

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

    data-quality dashboard interactive menu-driven timing-analysis

  • 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

  • function main_v45

    Entry point function for a FileCloud ACL management test script that parses command-line arguments and initiates ACL testing.

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

    cli command-line testing filecloud acl

  • function main_v16

    Command-line interface function that orchestrates the generation of meeting minutes from a transcript file using either GPT-4o or Gemini LLM models.

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

    cli command-line meeting-minutes transcript-processing llm

  • function main_v44

    Entry point function that parses command-line arguments and orchestrates the FileCloud email processing workflow to find, download, and convert .msg files.

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

    cli command-line entry-point filecloud email-processing

  • function main_v21

    Entry point function that initializes and serves the CDocs Panel web application with configurable port and debug mode options.

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

    entry-point web-application panel server cli

  • 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

  • function main_v2

    Command-line interface function that orchestrates the generation of enhanced meeting minutes from transcript files and PowerPoint presentations using various LLM models (GPT-4o, Azure GPT-4o, or Gemini).

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

    cli command-line meeting-minutes llm gpt-4

  • function main_v35

    Command-line interface entry point for monitoring SharePoint to FileCloud synchronization logs, providing status analysis, log tailing, and real-time watching capabilities.

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

    cli command-line-interface log-monitoring sharepoint filecloud

  • function access_main_site_library

    Authenticates with Microsoft Graph API and attempts to locate and access the main SharePoint site library using multiple discovery approaches, displaying detailed information about sites, drives, and folder structures.

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

    sharepoint microsoft-graph oauth2 authentication diagnostic

  • function main_v36

    A validation function that checks SharePoint configuration settings from environment variables and provides diagnostic feedback on their validity.

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

    validation configuration sharepoint azure environment-variables

  • function main_v37

    Interactive CLI helper function that generates and displays instructions for granting SharePoint app permissions to an Azure AD application.

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

    sharepoint azure-ad permissions cli-helper configuration

  • function explore_site_structure

    Explores and displays the complete structure of a SharePoint site using Microsoft Graph API, including drives, document libraries, lists, and alternative API endpoints.

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

    sharepoint microsoft-graph site-exploration diagnostic api-discovery

  • function quick_test

    A diagnostic function that tests SharePoint Graph API connectivity and verifies access to the main site library by checking for expected folder structures in the root directory.

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

    sharepoint diagnostic testing connectivity microsoft-graph

  • function test_filecloud_integration

    Integration test function that verifies the SharePoint Graph API client works correctly with FileCloud synchronization service by creating a sync service instance and testing document retrieval.

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

    integration-test sharepoint filecloud sync graph-api

  • function search_and_locate

    Searches for specific numbered folders (01-08) in a SharePoint site and traces their locations, contents, and file distributions by type.

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

    sharepoint search diagnostic folder-discovery microsoft-graph

  • function provide_admin_instructions

    Displays comprehensive administrative instructions for fixing SharePoint app-only authentication issues by loading configuration and presenting multiple resolution options.

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

    sharepoint admin-instructions troubleshooting authentication app-only-auth

  • function main_v50

    Entry point function that runs a SharePoint permission diagnostic tool, testing different authentication scopes and providing troubleshooting guidance.

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

    sharepoint diagnostic authentication troubleshooting app-only-tokens

  • function main_v11

    Main entry point for a SharePoint to FileCloud synchronization application that handles command-line arguments, connection testing, and orchestrates single or continuous sync operations.

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

    cli entry-point synchronization sharepoint filecloud

  • function check_site_vs_channels

    Diagnostic function that analyzes and compares SharePoint site structure, specifically examining the main site document library versus Teams channel document libraries to identify the correct library for synchronization.

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

    sharepoint diagnostic microsoft-graph document-library teams-channels

  • function check_configuration

    A comprehensive configuration verification function that checks and displays the status of all DocChat system settings, including API keys, models, ChromaDB connection, directories, and LLM initialization.

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

    configuration verification diagnostics setup validation

  • 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

  • function test_extraction_methods

    A test function that compares two PDF text extraction methods (regular llmsherpa and OCR-based Tesseract) on a specific purchase order document from FileCloud, checking for vendor name detection.

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

    testing pdf-extraction ocr document-processing text-extraction

  • function parse_arguments_v1

    Parses command-line arguments for a legal contract extraction tool that processes documents from FileCloud storage.

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

    cli command-line argument-parsing argparse configuration

  • function parse_arguments

    Parses command-line arguments for a contract validity analysis tool that processes FileCloud documents with configurable options for paths, concurrency, output, and file filtering.

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

    cli argument-parsing command-line argparse configuration

  • function main_v61

    Command-line interface function that orchestrates the cleaning of ChromaDB collections by removing duplicates and similar documents, with options to skip collections and customize the cleaning process.

    File: /tf/active/vicechatdev/chromadb-cleanup/main.py

    cli command-line chromadb database-cleaning deduplication

  • function main_v52

    Command-line interface function that orchestrates a ChromaDB collection cleaning pipeline by removing duplicate and similar documents through hashing and similarity screening.

    File: /tf/active/vicechatdev/chromadb-cleanup/main copy.py

    cli command-line data-cleaning deduplication chromadb

  • function clear_browser_cache_instructions

    A utility function that prints formatted instructions to the console for clearing browser cache across different web browsers and operating systems.

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

    browser cache instructions user-help web-development

  • function main_v53

    A command-line interface (CLI) entry point that parses command-line arguments and dispatches to various development tool functions for managing browser cache, static files, and debug endpoints.

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

    cli command-line development-tools menu dispatcher

  • function print_help

    Displays help information for Vice AI Development Tools, listing available commands and usage examples.

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

    help documentation cli command-line user-interface

  • function inject_cache_buster

    Flask context processor that injects cache busting variables into all Jinja2 templates to prevent browser caching of static assets.

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

    flask context-processor cache-busting template-injection static-assets

  • class DataAnalysisService

    Service class for managing data analysis operations within document sections, integrating with SmartStat components for statistical analysis, dataset processing, and visualization generation.

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

    data-analysis statistical-analysis session-management dataset-processing visualization

  • 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

  • function main_v13

    Command-line interface function that orchestrates database migration from a legacy document AI system to a new architecture, with options for verification and sample data creation.

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

    migration database cli command-line data-migration

  • function gen_send_email

    Sends templated emails using either MS365 or SMTP provider, with support for multiple recipients, attachments, and HTML/text rendering.

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

    email notification templating MS365 SMTP

  • function render_template

    Renders a template string by replacing placeholders with data values and processing conditional blocks (if/endif tags).

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

    template-rendering string-formatting conditional-logic placeholder-replacement text-processing

  • class DocumentDashboard

    Dashboard for viewing and managing controlled documents.

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

    class documentdashboard

  • class DocumentDetail_v2

    Document detail view component

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

    class documentdetail

  • function get_database_tables_columns

    Flask route handler that retrieves database schema information including tables, columns, and relationships, filtered and sorted by relevance for data analysis workflows.

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

    flask database schema metadata api-endpoint

  • function debug_analysis

    Flask route handler that debugs and retries a failed analysis step by delegating to the analysis service and returning the debug result as JSON.

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

    flask rest-api debugging error-handling analysis

  • function main_v49

    Entry point function that orchestrates vendor enrichment testing by parsing command-line arguments, running setup validation, and executing a single vendor test against a ChromaDB collection.

    File: /tf/active/vicechatdev/find_email/test_enrichment.py

    testing vendor-enrichment command-line argparse chromadb

  • function main_v15

    Command-line interface function that orchestrates the enrichment of vendor data from an Excel file with email and VAT information using ChromaDB and RAG engine.

    File: /tf/active/vicechatdev/find_email/vendor_enrichment.py

    cli command-line data-enrichment vendor-management excel-processing

  • function main_v28

    Command-line entry point that parses arguments and orchestrates the extraction of vendor emails from all vicebio.com mailboxes using Microsoft Graph API.

    File: /tf/active/vicechatdev/find_email/extract_vendor_batch.py

    cli command-line entry-point argparse email-extraction

  • function test_authentication

    Tests Azure AD authentication for a VendorEmailExtractor instance by attempting to authenticate and providing detailed troubleshooting guidance on failure.

    File: /tf/active/vicechatdev/find_email/test_vendor_extractor.py

    authentication azure-ad testing diagnostics troubleshooting

  • function main_v70

    Command-line interface function that parses arguments and sends a test email through an SMTP forwarder service, displaying connection details and returning an exit code based on success.

    File: /tf/active/vicechatdev/email-forwarder/send_test_email.py

    cli email smtp testing command-line

  • function deprecated_opts_signature

    A utility function that analyzes arguments and keyword arguments to determine if the new or deprecated .opts method signature is being used, returning flags and processed options accordingly.

    File: /tf/active/vicechatdev/patches/util.py

    deprecation signature-migration options-processing backward-compatibility argument-parsing

  • class sanitize_identifier_fn

    A parameterized function class that sanitizes strings (group/label values) to make them safe for use as Python attribute names in AttrTree structures by converting special characters to their unicode names and applying transformations.

    File: /tf/active/vicechatdev/patches/util.py

    sanitization identifier unicode string-processing attribute-names

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