Search - Code Extractor

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 MyEmbeddingFunction_v2

A custom embedding function class that generates embeddings for text documents using OpenAI's embedding models, with automatic text summarization and token management for large documents.

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

embeddings openai chromadb text-processing summarization

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

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

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 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

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 eml_to_pdf

Converts an .eml email file to PDF format, including the email body and all attachments merged into a single PDF document.

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

email-processing pdf-conversion eml-parser document-conversion attachment-handling

class DocxMerger

A class named DocxMerger

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

class docxmerger

class MyEmbeddingFunction_v3

A custom embedding function class that generates embeddings for text documents using OpenAI's embedding models, with automatic text summarization and token limit handling for large documents.

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

embeddings openai vector-database chromadb text-processing

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

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 test_edge_cases

Tests edge cases and variations in European tax ID formats by analyzing a sample contract document containing Swiss, Norwegian, Swedish, and Danish tax identifiers.

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

testing tax-id-extraction european-formats contract-analysis llm-validation

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 PDFAConverter

A class that converts PDF files to PDF/A format for long-term archiving and compliance, supporting multiple compliance levels (1b, 2b, 3b) with fallback conversion methods.

File: /tf/active/vicechatdev/document_auditor/src/utils/pdf_utils.py

pdf pdf-a document-conversion archiving compliance

class DocumentProtector

A class that handles protecting PDF documents from editing by applying encryption and permission restrictions using pikepdf and PyMuPDF libraries.

File: /tf/active/vicechatdev/document_auditor/src/security/document_protection.py

pdf security encryption document-protection permissions

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 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 smart_read_csv

Automatically detects CSV file delimiters (comma, semicolon, tab) and handles regional decimal formats (European comma vs US/UK point) to reliably parse CSV files from different locales.

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

csv data-loading file-parsing delimiter-detection regional-formats

function convert_quill_delta_to_html

Converts Quill Delta format (rich text editor format) to HTML, with fallback handling for plain text, JSON strings, and already-formatted HTML content.

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

quill delta html-conversion rich-text text-processing

function smartstat_get_history

Flask API endpoint that retrieves analysis history for a SmartStat session, with automatic session recovery from saved data if the session is not found in memory.

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

flask api-endpoint session-management data-recovery authentication

class StatisticalAgent

LLM-powered statistical analysis agent

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

class statisticalagent

function remove_outliers

Removes outliers from a pandas DataFrame based on the Interquartile Range (IQR) method for a specified column.

File: /tf/active/vicechatdev/vice_ai/smartstat_scripts/f5da873e-41e6-4f34-b3e4-f7443d4d213b/analysis_5.py

data-cleaning outlier-detection IQR interquartile-range data-preprocessing

function load_dataset

Loads a CSV dataset from a specified file path using pandas and returns it as a DataFrame with error handling for file not found and general exceptions.

File: /tf/active/vicechatdev/vice_ai/smartstat_scripts/e1ecec5f-4ea5-49c5-b4f5-d051ce851294/project_1/analysis.py

data-loading csv pandas file-io error-handling

function detect_outliers_iqr_v1

Detects outliers in a dataset using the Interquartile Range (IQR) method, returning boolean indices of outliers and the calculated bounds.

File: /tf/active/vicechatdev/vice_ai/smartstat_scripts/328d2f87-3367-495e-89f7-e633ff8c5b3d/analysis_2.py

outlier-detection IQR interquartile-range statistics data-cleaning

function get_all_documents

Retrieves all controlled documents from a Neo4j graph database with their associated owner information, formatted for administrative management interfaces.

File: /tf/active/vicechatdev/CDocs/controllers/admin_controller.py

database neo4j document-management admin query

function get_documents

Retrieves controlled documents from a Neo4j database with comprehensive filtering, permission-based access control, pagination, and full-text search capabilities.

File: /tf/active/vicechatdev/CDocs/controllers/document_controller.py

document-management neo4j graph-database filtering pagination

function extract_uid

Extracts a UID (Unique Identifier) from an object or dictionary by checking both 'uid' and 'UID' properties, returning a string representation or a default value if not found.

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

uid-extraction utility data-access identifier dictionary

function create_relationship_with_retry

Creates a relationship between two nodes in a graph database with automatic retry logic that handles case-insensitive UID matching when the initial attempt fails.

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

graph-database neo4j relationship-creation retry-logic case-insensitive

class SignatureImage

A ReportLab Flowable subclass for embedding signature images in PDFs with automatic fallback to placeholder text when images are unavailable or cannot be loaded.

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

reportlab pdf-generation signature flowable image-handling

function html_to_text

Converts HTML content to plain text by removing HTML tags, decoding common HTML entities, and normalizing whitespace.

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

html text-conversion html-parsing text-extraction html-entities

function _process_event_record

Processes a single event record from a database by normalizing timestamps, adding user information, and parsing JSON details fields.

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

data-processing event-processing database timestamp-normalization json-parsing

function create_approval_panel_v2

Factory function that creates and initializes an ApprovalPanel instance for managing document approvals, with error handling and fallback to a minimal panel on failure.

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

ui panel approval-management factory-function error-handling

class AgentExecutor_v1

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

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

class agentexecutor

class EnhancedSQLWorkflow

Enhanced SQL workflow with iterative optimization

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

class enhancedsqlworkflow

class TwoPassSqlWorkflow

Two-pass SQL generation workflow with iteration and error correction

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

class twopasssqlworkflow

function safe_json_dumps

Safely serializes Python objects to JSON format, handling NaN values and datetime objects that would otherwise cause serialization errors.

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

json serialization data-conversion nan-handling datetime

class DataProcessor

Handles data loading, validation, and preprocessing

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

class dataprocessor

class DataProcessor_v1

Handles data loading, validation, and preprocessing

File: /tf/active/vicechatdev/smartstat/data_processor.py

class dataprocessor

function callable_name

Extracts and returns a meaningful string name from various types of callable objects including functions, methods, classes, generators, and partial functions.