Search - Code Extractor

function parse_references_section

Parses a formatted references section string and extracts structured data including reference numbers, sources, and content previews using regular expressions.

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

parsing text-processing references citations regex

function create_word_report_improved

Generates a formatted Microsoft Word document report containing warranty disclosures with table of contents, structured sections, and references.

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

document-generation word-processing report-generation docx warranty-management

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 OneCo_hybrid_RAG

A class named OneCo_hybrid_RAG

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

class oneco_hybrid_rag

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

class FixedProjectVictoriaGenerator

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

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

class fixedprojectvictoriagenerator

class DocumentDetail

Document detail view component

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

class documentdetail

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 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

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

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 ProjectVictoriaDisclosureGenerator

Main class for generating Project Victoria disclosures from warranty claims.

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

class projectvictoriadisclosuregenerator

function test_document_extractor

A test function that validates the DocumentExtractor class by testing file type support detection, text extraction from various document formats, and error handling.

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

testing document-extraction file-processing validation text-extraction

function test_multiple_file_upload

A test function that validates multiple file upload functionality to a Flask application endpoint by sending a transcript file and multiple previous report files.

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

testing file-upload integration-test flask multipart-form

A test function that validates the extraction of text content from multiple document files using a DocumentExtractor instance, displaying extraction results and simulating combined content processing.

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

testing document-extraction file-processing text-extraction multiple-files

class EnhancedMeetingMinutesGenerator

A class named EnhancedMeetingMinutesGenerator

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

class enhancedmeetingminutesgenerator

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 test_attendee_extraction

A test function that validates the attendee extraction logic of the EnhancedMeetingMinutesGenerator by parsing a meeting transcript and displaying extracted metadata including speakers, date, and duration.

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

testing unit-test meeting-minutes attendee-extraction metadata-parsing

function test_graph_client

A test function that validates the SharePoint Graph API client by testing authentication, document listing, and file download capabilities.

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

testing sharepoint graph-api integration-test microsoft-graph

function dry_run_test

Performs a dry run test of SharePoint to FileCloud synchronization, analyzing up to a specified number of documents without actually transferring files.

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

dry-run testing sharepoint filecloud 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 AzureOpenAIChatLLM

Adapter class for interacting with Azure OpenAI's Chat Completions API, providing a simplified interface for generating chat responses using Azure-hosted OpenAI models.

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

azure openai chat llm api-adapter

function test_document_processor

A test function that validates the DocumentProcessor component's ability to extract text from PDF files with improved error handling and llmsherpa integration.

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

testing document-processing pdf-extraction text-extraction integration-test

function test_local_document

Integration test function that validates end date extraction from a local PDF document using document processing and LLM-based analysis.

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

testing integration-test document-processing pdf-extraction llm

function test_single_document

Tests end date extraction from a specific PDF document by downloading it from FileCloud, extracting text, and using LLM-based analysis to identify contract expiry dates.

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

testing integration-test document-processing pdf-extraction contract-analysis

function test_with_real_documents

Tests a contract analyzer system by processing real documents from FileCloud, extracting contract information, and generating analysis reports with performance metrics.

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

testing integration-test contract-analysis document-processing filecloud

function explore_documents

Explores and tests document accessibility across multiple FileCloud directory paths, attempting to download and validate document content from various locations in a hierarchical search pattern.

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

filecloud document-exploration diagnostic file-search pdf-validation

class LLMClient_v2

Client for interacting with LLM providers (OpenAI, Anthropic, Azure, etc.)

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

class llmclient

function api_upload_document

Flask API endpoint that handles document upload, validates file type and size, processes the document to extract text content, and stores the document metadata in the system.

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

file-upload document-processing api-endpoint flask validation

function api_get_reference_document

Flask API endpoint that retrieves a reference document from Neo4j database by UUID and stores it in the user's session for chat usage.

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

flask api neo4j document-retrieval reference-document

function api_get_reference_block

API endpoint that retrieves a reference block from the most recent chat response by block number and stores it as a reference document in the user's session.

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

api flask rest-endpoint chat reference-block

function api_get_extensive_reference

Flask API endpoint that retrieves extensive search reference content by parsing a reference ID, fetching the corresponding block from the chat engine, and storing it as a document in the user's session.

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

flask api reference-retrieval document-management authentication

function read_excel_file

Reads Excel files and returns either metadata for all sheets or detailed data for a specific sheet, including format validation, European decimal conversion, and rich metadata extraction.

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

excel data-loading pandas file-io validation

class SmartStatService

Service for running SmartStat analysis sessions in Vice AI

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

class smartstatservice

class LLMClient_v1

Multi-LLM client that provides a unified interface for interacting with OpenAI GPT-4o, Azure OpenAI, Google Gemini, and Anthropic Claude models.

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

llm openai azure gemini claude

function api_send_chat_message_v1

Flask API endpoint that handles sending messages in a chat session, processes them through a RAG (Retrieval-Augmented Generation) engine with configurable LLM models, and returns AI-generated responses with references.

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

chat api rag llm conversational-ai

function upload_data_section_dataset

Flask API endpoint that handles CSV file uploads for data section analysis, processes the file, extracts metadata, and stores it in the data section for persistence.

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

file-upload csv-processing data-analysis authentication api-endpoint

function smartstat_select_sheet

Flask API endpoint that processes one or more Excel sheets from an uploaded file, validates them, categorizes them as datasets or information sheets, and adds them to a SmartStat analysis session.

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

excel data-loading sheet-selection api-endpoint authentication

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 ExtensiveSearchManager_v1

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

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

class extensivesearchmanager

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

class StatisticalAgent

LLM-powered statistical analysis agent

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

class statisticalagent

function main_v56

Performs comprehensive exploratory data analysis on a broiler chicken performance dataset, analyzing the correlation between Eimeria infection and performance measures (weight gain, feed conversion ratio, mortality rate) across different treatments and challenge regimens.

File: /tf/active/vicechatdev/vice_ai/smartstat_scripts/343f5578-64e0-4101-84bd-5824b3c15deb/project_1/analysis.py

data-analysis exploratory-data-analysis veterinary-research poultry-health correlation-analysis

class ControlledDocumentFlaskApp

Main Flask application class for Controlled Document Management System.

File: /tf/active/vicechatdev/CDocs/main_flask.py

class controlleddocumentflaskapp

class ControlledDocumentApp

Main application class for the Controlled Document Management System. This class initializes all components and provides the main Panel interface for the application. It is designed to be served via `panel serve` command and integrates with the existing datacapture application.

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

class controlleddocumentapp

function truncate_text

Truncates a text string to a specified maximum length and appends a suffix if truncation occurs.

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

text-processing string-manipulation truncation text-formatting utility

class TrainingCompletion

UI component for completing training requirements.

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

class trainingcompletion

class DocumentDashboard

Dashboard for viewing and managing controlled documents.

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

class documentdashboard

Search Components

Search Results for "preview"

function parse_references_section

function create_word_report_improved

function create_enhanced_word_document_v1

class OneCo_hybrid_RAG

class ReferenceManager

class FixedProjectVictoriaGenerator

class DocumentDetail

class OneCo_hybrid_RAG_v1

class DocumentDetail_v1

class ReferenceManager_v1

function main_v16

class OneCo_hybrid_RAG_v2

class ExtensiveSearchManager

class ProjectVictoriaDisclosureGenerator

function test_document_extractor

function test_multiple_file_upload

function test_multiple_files

class EnhancedMeetingMinutesGenerator

function main_v2

function test_attendee_extraction

function test_graph_client

function dry_run_test

class DocChatRAG

class AzureOpenAIChatLLM

function test_document_processor

function test_local_document

function test_single_document

function test_with_real_documents

function explore_documents

class LLMClient_v2

function api_upload_document

function api_get_reference_document

function api_get_reference_block

function api_get_extensive_reference

function read_excel_file

class SmartStatService

class LLMClient_v1

function api_send_chat_message_v1

function upload_data_section_dataset

function smartstat_select_sheet

class OneCo_hybrid_RAG_v3

class ExtensiveSearchManager_v1

function test_enhanced_pdf_processing

class StatisticalAgent

function main_v56

class ControlledDocumentFlaskApp

class ControlledDocumentApp

function truncate_text

class TrainingCompletion

class DocumentDashboard

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