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 RegulatoryExtractor

A class for extracting structured metadata from regulatory guideline PDF documents using LLM-based analysis and storing the results in an Excel tracking spreadsheet.

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

pdf-extraction regulatory-documents llm-extraction ocr data-extraction

function main_v1

Main orchestration function that reads an improved markdown file and converts it to an enhanced Word document with comprehensive formatting, including table of contents, warranty sections, disclosures, and bibliography.

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

document-generation word-processing markdown-conversion docx file-processing

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 FixedProjectVictoriaGenerator

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

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

class fixedprojectvictoriagenerator

function get_documents_v1

Retrieves filtered and paginated documents from a Neo4j graph database with permission-based access control, supporting multiple filter criteria and search functionality.

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

document-management neo4j graph-database filtering pagination

class PatternBasedExtractor

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

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

class patternbasedextractor

function quick_clean

Cleans flock data by identifying and removing flocks that have treatment records with timing inconsistencies (treatments administered outside the flock's start/end date range).

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

data-cleaning data-quality flock-management livestock poultry

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

class ImprovedProjectVictoriaGenerator

Improved Project Victoria Disclosure Generator with proper reference management.

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

class improvedprojectvictoriagenerator

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 generate_action_report

Generates a comprehensive corrective action report for data quality issues in treatment records, categorizing actions by urgency and providing impact assessment.

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

data-quality reporting veterinary treatment-records data-validation

class QueryBasedExtractor_v2

A class that performs targeted information extraction from text using LLM-based query-guided extraction, with support for handling long documents through chunking and token management.

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

information-extraction text-processing llm openai query-based

class ReferenceManager_v4

Manages extraction and formatting of references for LLM chat responses. Handles both file references and BibTeX citations, formatting them according to various academic citation styles.

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

class referencemanager

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

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

class DocxMerger

A class named DocxMerger

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

class docxmerger

class ProjectVictoriaDisclosureGenerator

Main class for generating Project Victoria disclosures from warranty claims.

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

class projectvictoriadisclosuregenerator

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

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

function handle_potential_truncation

Detects and handles truncated meeting minutes by comparing agenda items to discussion sections, then attempts regeneration with enhanced instructions to ensure completeness.

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

meeting-minutes truncation-handling text-processing regeneration quality-assurance

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 SharePointGraphClient

SharePoint client using Microsoft Graph API. This bypasses SharePoint REST API app-only token issues.

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

class sharepointgraphclient

class SharePointFileCloudSync

Orchestrates synchronization of documents from SharePoint to FileCloud, managing the complete sync lifecycle including document retrieval, comparison, upload, and folder structure creation.

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

synchronization sharepoint filecloud document-management cloud-sync

function matches_source_filter

Checks if a document path matches any of the provided source filters using exact match, folder prefix match, path component sequence match, or filename match.

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

path-matching file-filtering document-filtering path-normalization string-matching

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_v8

Process different document types for indexing

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

class documentprocessor

class GPT5Validator

A comprehensive testing and validation class for OpenAI GPT models, with special support for GPT-5 family models using the Responses API.

File: /tf/active/vicechatdev/docchat/test_gpt5_readiness.py

testing validation openai gpt-5 api-testing

class ContractDataExtractor

Extract structured data from legal contracts using LLM analysis

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

class contractdataextractor

function create_signature_image

Generates a synthetic signature image for a given name, either as stylized text or as a random hand-drawn curve, and saves it as a PNG file with transparent background.

File: /tf/active/vicechatdev/document_auditor/generate_sample_signatures.py

image-generation signature PIL graphics document-generation

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 SignatureGenerator

A class that generates signature-like images from text names using italic fonts and decorative flourishes.

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

image-generation signature PIL graphics text-rendering

class HashGenerator

A class that provides cryptographic hashing functionality for PDF documents, including hash generation, embedding, and verification for document integrity checking.

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

cryptography hashing SHA-256 PDF document-integrity

class Watermarker

A class that adds watermark images to PDF documents with configurable opacity, scale, and positioning options.

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

pdf watermark document-processing image-processing pdf-manipulation

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

function load_data_from_chromadb

Connects to a ChromaDB instance and retrieves all documents from a specified collection, returning them as a list of dictionaries with document IDs, text content, embeddings, and metadata.

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

chromadb vector-database data-loading document-retrieval embeddings

function save_data_to_chromadb_v1

Saves a list of document dictionaries to a ChromaDB collection, with support for batch processing, embeddings, and metadata storage.

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

chromadb vector-database document-storage embeddings batch-processing

function load_data_from_chromadb_v1

Retrieves all documents from a specified ChromaDB collection, including their IDs, text content, embeddings, and metadata.

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

chromadb database document-retrieval vector-database embeddings

function find_similar_documents

Identifies pairs of similar documents by comparing their embeddings and returns those exceeding a specified similarity threshold, sorted by similarity score.

File: /tf/active/vicechatdev/chromadb-cleanup/src/utils/similarity_utils.py

document-similarity embedding-comparison duplicate-detection cosine-similarity nlp

class ScriptExecutor

A sandboxed Python script executor that safely runs user-provided Python code with timeout controls, security restrictions, and isolated execution environments for data analysis tasks.

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

sandbox script-execution security code-validation data-analysis

function process_chat_request_background

Process chat request in background thread

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

function process_chat_request_background

function api_chat_v1

Handle chat API requests with support for long-running tasks

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

function api_chat

function extract_excel_metadata

Extracts comprehensive metadata from Excel files including cell comments, merged regions, named ranges, document properties, and sheet-level information that standard pandas operations miss.

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

excel metadata openpyxl data-extraction spreadsheet

Search Components

Search Results for "range"

class MetadataCatalog

class RegulatoryExtractor

function main_v1

class SimpleDataHandle

class OneCo_hybrid_RAG

class FixedProjectVictoriaGenerator

function get_documents_v1

class PatternBasedExtractor

function quick_clean

class pathobrowser_base

class OneCo_hybrid_RAG_v1

class DocumentProcessor_v5

class ImprovedProjectVictoriaGenerator

function create_data_quality_dashboard

function generate_action_report

class QueryBasedExtractor_v2

class ReferenceManager_v4

class OneCo_hybrid_RAG_v2

class ExtensiveSearchManager

function msg_to_eml_alternative

function html_to_pdf

class DocxMerger

class ProjectVictoriaDisclosureGenerator

class DocumentProcessor_v6

class pathobrowser_base_v1

function generate_minutes

function regenerate_minutes

function handle_potential_truncation

class FileCloudClient

class SharePointGraphClient

class SharePointFileCloudSync

function matches_source_filter

class DocChatRAG

class DocumentProcessor_v8

class GPT5Validator

class ContractDataExtractor

function create_signature_image

class AuditPageGenerator

class SignatureGenerator

class HashGenerator

class Watermarker

class DocumentProtector

function load_data_from_chromadb

function save_data_to_chromadb_v1

function load_data_from_chromadb_v1

function find_similar_documents

class ScriptExecutor

function process_chat_request_background

function api_chat_v1

function extract_excel_metadata

Search Examples