Search - Code Extractor

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

class FileCloudAPI

Python wrapper for the FileCloud REST API. This class provides methods to interact with FileCloud server APIs, handling authentication, session management, and various file operations.

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

class filecloudapi

class PatternBasedExtractor

Extract flocks based on farm-level In-Ovo usage patterns.

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

class patternbasedextractor

class DocumentDetail

Document detail view component

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

class documentdetail

class FileCloudAPI_v1

Python wrapper for the FileCloud REST API. This class provides methods to interact with FileCloud server APIs, handling authentication, session management, and various file operations.

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

class filecloudapi

class DocumentProcessor_v5

Process different document types for RAG context extraction

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

class documentprocessor

class DocumentDetail_v1

Document detail view component

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

class documentdetail

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

function msg_to_eml_alternative

Converts Microsoft Outlook .msg files to .eml (email) format using the extract_msg library, 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 mime email-processing

class PDFConverter

A class that converts various document formats (Word, PowerPoint, Excel, images) to PDF format using LibreOffice and ReportLab libraries.

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

pdf conversion document-processing file-conversion libreoffice

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 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

function test_chroma_collections

A diagnostic function that tests connectivity to ChromaDB instances across multiple connection methods and lists all available collections with their metadata.

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

chromadb database-testing diagnostics connection-testing vector-database

class DocumentProcessor_v6

Process different document types for RAG context extraction

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

class documentprocessor

class FileCloudClient

A client class for interacting with FileCloud server API, providing authentication, file management, folder creation, and file upload capabilities.

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

filecloud file-management cloud-storage api-client file-upload

class Config_v2

Configuration class that manages environment-based settings for a SharePoint to FileCloud synchronization application.

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

configuration environment-variables sharepoint filecloud sync

class SharePointRestClient

A SharePoint REST API client that provides app-only authentication and methods for retrieving and downloading documents from SharePoint sites.

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

sharepoint rest-api oauth2 authentication document-management

A SharePoint client class that provides methods for connecting to SharePoint sites, retrieving documents recursively, downloading file content, and managing document metadata using app-only authentication.

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

sharepoint document-management file-sync azure-ad authentication

function test_tenant_admin_center_approach

Displays detailed troubleshooting instructions for resolving SharePoint 'Unsupported app only token' errors by providing three alternative configuration approaches through tenant admin center.

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

sharepoint troubleshooting authentication azure admin

function view_document

Flask route handler that serves documents for in-browser viewing by accepting a file path as a query parameter, validating security constraints, and returning the file with appropriate MIME types and CORS headers.

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

flask file-serving document-viewer security path-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

class DocumentProcessor_v8

Process different document types for indexing

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

class documentprocessor

class LLMMessage

A simple dataclass that represents a message for Large Language Model (LLM) interactions, containing only the message content as a string.

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

dataclass message llm data-container language-model

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 test_ocr_retry_logic

Tests the OCR retry logic for extracting contract end dates by first attempting normal text extraction, then falling back to OCR-based extraction if the end date is not found.

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

testing ocr document-processing pdf-extraction contract-analysis

class DocumentConverter_v1

A class that converts various document formats (Word, Excel, PowerPoint, images) to PDF format using LibreOffice, unoconv, or PIL.

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

document-conversion pdf file-processing office-documents image-to-pdf

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 SignatureManager

A class that manages digital signature images for documents, providing functionality to store, retrieve, and list signature files in a designated directory.

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

signature-management document-processing file-management image-processing digital-signatures

class CombinedCleaner

A document cleaner that combines hash-based and similarity-based cleaning approaches to remove both exact and near-duplicate documents in a two-stage process.

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

document-cleaning deduplication data-processing hash-based similarity-based

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 get_user_name

Retrieves the current user's name from the Flask session object, returning 'Unknown User' if not found.

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

flask session authentication user-management web-application

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

class DocumentProcessor_v7

Lightweight document processor for chat upload functionality

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

class documentprocessor

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 save_data_section_analysis

Flask API endpoint that saves analysis results (plots, conclusions, and analysis data) from a data analysis session to a data section in the database.

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

flask api-endpoint data-analysis persistence authentication

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 TextSectionService

Service class for managing TextSection entities, providing CRUD operations, versioning, chat functionality, and search capabilities.

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

service-layer text-management versioning crud-operations chat-integration

class DataSectionService

Service class for managing DataSection entities, providing CRUD operations and specialized update methods for analysis sessions, plots, and conclusions.

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

service-layer data-management CRUD database data-section

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

class ChatConfiguration

A dataclass that stores configuration settings for a chat interface integrated with a RAG (Retrieval-Augmented Generation) engine, managing search parameters, data sources, and model settings.