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Found 50 matching component(s)

  • function set_current_version

    Sets a specific version of a controlled document as the current/active version, updating the document's currentVersionUID property and logging the change.

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

    document-management version-control controlled-documents audit-trail permissions

  • 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

  • function select_dataset

    Interactive command-line function that prompts users to select between original, cleaned, or comparison of flock datasets for analysis.

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

    user-interface dataset-selection interactive command-line data-loading

  • function load_analysis_data

    Loads CSV dataset(s) into pandas DataFrames based on dataset configuration, supporting both single dataset loading and comparison mode with two datasets.

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

    data-loading csv pandas file-io data-analysis

  • 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

  • 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 DocxMerger

    A class named DocxMerger

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

    class docxmerger

  • 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 test_attendee_extraction_comprehensive

    A comprehensive test function that validates the attendee extraction logic from meeting transcripts, comparing actual speakers versus mentioned names, and demonstrating integration with meeting minutes generation.

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

    testing attendee-extraction meeting-minutes transcript-parsing speaker-identification

  • 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 SyncDiagnostics

    A diagnostic class that analyzes and reports on synchronization issues between SharePoint and FileCloud, identifying missing files and root causes of sync failures.

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

    diagnostics sync-analysis sharepoint filecloud troubleshooting

  • 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

  • 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

  • function compare_with_expected_folders

    Compares SharePoint folders found via Microsoft Graph API against a predefined list of expected folder names from a reference screenshot, reporting matches, missing folders, and additional folders.

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

    sharepoint validation folder-comparison microsoft-graph testing

  • function main_v21

    Main test function that validates SharePoint folder structure connectivity and configuration, comparing actual folders against expected structure.

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

    testing sharepoint integration-test folder-structure validation

  • 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 get_instruction_templates

    Flask API endpoint that returns a dictionary of predefined instruction templates for different document types including SOPs, work instructions, quality forms, and document comparison guidelines.

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

    flask api endpoint templates instructions

  • 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

  • function main_v11

    Main test runner function that validates GPT-5 readiness by running comprehensive tests against multiple OpenAI models (GPT-5 and GPT-4o) and provides production readiness recommendations.

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

    testing validation openai gpt-5 model-comparison

  • 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

  • function clean_collection

    Cleans a ChromaDB collection by removing duplicate and similar documents using hash-based and similarity-based deduplication techniques, then saves the cleaned data to a new collection.

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

    data-cleaning deduplication chromadb vector-database similarity-detection

  • function test_single_text_input

    A pytest test function that verifies the SimilarityCleaner correctly handles a single text document by returning it unchanged.

    File: /tf/active/vicechatdev/chromadb-cleanup/tests/test_similarity_cleaner.py

    testing unit-test pytest text-processing similarity

  • function calculate_similarity

    Computes the cosine similarity between two embedding vectors, returning a normalized score between 0 and 1 that measures their directional alignment.

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

    cosine-similarity vector-comparison embeddings similarity-metric machine-learning

  • function build_similarity_matrix

    Computes a pairwise cosine similarity matrix for a collection of embedding vectors, where each cell (i,j) represents the similarity between embedding i and embedding j.

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

    embeddings similarity cosine-similarity matrix nlp

  • 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

  • function hash_text

    Creates a SHA-256 hash of normalized text content to generate a unique identifier for documents, enabling duplicate detection and content comparison.

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

    hashing text-processing deduplication content-fingerprinting sha256

  • class HashCleaner

    A document deduplication cleaner that removes documents with identical content by comparing hash values of document text.

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

    deduplication data-cleaning hash-based document-processing duplicate-removal

  • 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 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 StatisticalAgent

    LLM-powered statistical analysis agent

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

    class statisticalagent

  • function calculate_cv

    Calculates the coefficient of variation (CV) for a dataset, expressed as a percentage of the standard deviation relative to the mean.

    File: /tf/active/vicechatdev/vice_ai/smartstat_scripts/d48d7789-9627-4e96-9f48-f90b687cd07d/analysis_1.py

    statistics coefficient-of-variation data-analysis variability dispersion

  • function perform_analysis

    Performs comprehensive statistical analysis on grouped biological/experimental data, including descriptive statistics, correlation analysis, ANOVA testing, and visualization of infection levels and growth performance across different groups.

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

    statistical-analysis data-analysis ANOVA correlation visualization

  • function calculate_cv_v1

    Calculates the Coefficient of Variation (CV) for a dataset, expressed as a percentage. CV measures relative variability by dividing standard deviation by mean.

    File: /tf/active/vicechatdev/vice_ai/smartstat_scripts/d1e252f5-950c-4ad7-b425-86b4b02c3c62/analysis_4.py

    statistics coefficient-of-variation variability dispersion data-analysis

  • function calculate_sample_size_v1

    Calculates the required sample size per group for a two-group statistical comparison using Cohen's d effect size, significance level, statistical power, and standard deviation.

    File: /tf/active/vicechatdev/vice_ai/smartstat_scripts/e9b7c942-87b5-4a6f-865e-e7a0d62fb0a1/analysis_2.py

    statistics power-analysis sample-size experimental-design hypothesis-testing

  • function create_grouped_correlation_plot

    Creates and saves a dual-panel heatmap visualization showing correlation matrices grouped by treatment and challenge regimen variables.

    File: /tf/active/vicechatdev/vice_ai/smartstat_scripts/5a059cb7-3903-4020-8519-14198d1f39c9/analysis_1.py

    visualization correlation heatmap grouped-analysis data-visualization

  • function is_editable_status

    Validates whether a given document status string allows editing by checking it against a predefined list of editable statuses.

    File: /tf/active/vicechatdev/CDocs/models/document_status.py

    validation status-check document-management permissions configuration

  • function is_published_status

    Validates whether a document status string represents a published or non-editable state by checking against a predefined list of non-editable statuses.

    File: /tf/active/vicechatdev/CDocs/models/document_status.py

    validation document-management status-check workflow permissions

  • function compare_document_versions

    Compares two document versions by their UIDs and generates a summary of changes including metadata differences and hash comparisons.

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

    document-management version-control comparison diff metadata

  • class VersionComparisonService

    A service class that compares two versions of a document using LLM-based analysis, implementing smart segmentation and chunking for handling large documents efficiently.

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

    document-comparison version-control llm openai text-analysis

  • class DocumentDetail_v2

    Document detail view component

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

    class documentdetail

  • class AdminPanel

    Admin configuration interface component

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

    class adminpanel

  • class AnalysisRequest

    A dataclass that encapsulates an analysis request combining data retrieval requirements and statistical analysis specifications.

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

    dataclass analysis request data-retrieval statistical-analysis

  • class EnhancedSQLWorkflow

    Enhanced SQL workflow with iterative optimization

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

    class enhancedsqlworkflow

  • function demo_statistical_agent

    Demonstrates the capabilities of a statistical agent by testing query interpretation on sample data with various statistical analysis queries.

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

    demo testing statistical-analysis agent query-interpretation

  • class StatisticalAnalysisService

    Main service for statistical analysis orchestration

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

    class statisticalanalysisservice

  • class VendorEmailExtractor

    Extract vendor email addresses from all organizational mailboxes

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

    class vendoremailextractor

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