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Found 50 matching component(s)

• function clean_text_for_xml_v1

  Sanitizes text strings to ensure XML 1.0 compatibility by removing or replacing invalid control characters and ensuring all characters meet XML specification requirements for Word document generation.

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

  text-processing xml sanitization data-cleaning word-documents

• function extract_warranty_sections

  Parses markdown content to extract warranty section headers, returning a list of dictionaries containing section IDs and titles for table of contents generation.

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

  markdown-parsing text-processing warranty-documents table-of-contents document-structure

• class OneCo_hybrid_RAG

  A class named OneCo_hybrid_RAG

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

  class oneco_hybrid_rag

• function search_documents

  Searches for documents in a Neo4j graph database based on multiple optional filter criteria including text query, document type, department, status, and owner.

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

  search documents neo4j cypher database-query

• 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

• class OneCo_hybrid_RAG_v1

  A class named OneCo_hybrid_RAG

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

  class oneco_hybrid_rag

• function test_reference_system_completeness

  A diagnostic test function that prints a comprehensive overview of a reference system's architecture, including backend storage, API endpoints, reference types, and content flow verification.

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

  testing documentation diagnostic reference-system api-endpoints

• class OneCo_hybrid_RAG_v2

  A class named OneCo_hybrid_RAG

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

  class oneco_hybrid_rag

• 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

• function get_folder_documents

  Retrieves and filters documents from a SharePoint folder by matching the folder name in document paths.

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

  sharepoint document-retrieval folder-filtering file-management microsoft-graph

• function build_document_tree_lazy

  Builds a single-level document tree structure for lazy loading, scanning only immediate children of a target directory without recursively loading subdirectories.

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

  file-system directory-tree lazy-loading document-management file-browser

• function build_document_tree_recursive

  Recursively builds a complete hierarchical tree structure of documents and folders from a target directory path, filtering for supported file types and skipping hidden/cache directories.

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

  file-system directory-traversal recursive document-management tree-structure

• function process_chat_background

  Processes chat requests asynchronously in a background thread, managing RAG engine interactions, progress updates, and session state for various query modes including basic, extensive, full_reading, and deep_reflection.

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

  background-processing async rag chat document-retrieval

• function api_chat

  Flask API endpoint that handles chat requests asynchronously, processing user queries through a RAG (Retrieval-Augmented Generation) engine with support for multiple modes, memory, web search, and custom configurations.

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

  flask api chat async rag

• function api_folders

  Flask API endpoint that returns a hierarchical JSON tree structure of all folders (excluding files) within the configured document folder, used for folder selection in upload interfaces.

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

  flask api endpoint folder-tree directory-structure

• 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 AzureSSO

  A class that handles Azure Active Directory (Azure AD) Single Sign-On (SSO) authentication using OAuth 2.0 authorization code flow.

  File: /tf/active/vicechatdev/docchat/auth/azure_auth.py

  azure authentication sso oauth2 azure-ad

• function parse_arguments

  Parses command-line arguments for a contract validity analysis tool that processes FileCloud documents with configurable options for paths, concurrency, output, and file filtering.

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

  cli argument-parsing command-line argparse configuration

• class FileCloudClient_v1

  A client class for interacting with FileCloud storage systems through direct API calls, providing authentication, file search, download, and metadata retrieval capabilities.

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

  filecloud storage api-client file-management document-management

• function get_unique_documents

  Identifies and separates unique documents from duplicates in a list by comparing hash values of document text content.

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

  deduplication document-processing data-cleaning hashing text-processing

• function api_list_documents

  Flask API endpoint that retrieves and returns a list of all documents belonging to the authenticated user, including metadata like title, author, section count, and timestamps.

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

  flask api rest-api documents list

• function api_send_chat_message

  Flask API endpoint that handles sending a message in a chat session, processes it through a hybrid RAG engine with configurable search and memory settings, and returns an AI-generated response with references.

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

  flask api chat rag hybrid-rag

• 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

• class DocumentProcessor_v6

  Lightweight document processor for chat upload functionality

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

  class documentprocessor

• function get_text_sections

  Flask API endpoint that retrieves text sections for the authenticated user with optional filtering by type, search query, tags, and uniqueness.

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

  flask api rest-endpoint text-sections filtering

• function get_available_sections_for_document

  Flask API endpoint that retrieves text sections available to add to a specific document by filtering out sections already included in that document.

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

  flask api-endpoint document-management authorization filtering

• 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

• 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 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.

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

  configuration dataclass RAG chat settings

• function remove_outliers_iqr_v1

  Removes outliers from a pandas DataFrame column using the Interquartile Range (IQR) method with a 3×IQR threshold.

  File: /tf/active/vicechatdev/vice_ai/smartstat_scripts/42b81361-ba7e-4d79-9598-3090af68384b/project_1/analysis.py

  data-cleaning outlier-detection IQR interquartile-range statistics

• 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 calculate_correlations

  Calculates both Pearson and Spearman correlation coefficients between Eimeria variables and performance variables, filtering out missing values and identifying statistically significant relationships.

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

  correlation statistics data-analysis pearson spearman

• function grouped_correlation_analysis

  Performs Pearson correlation analysis between Eimeria-related variables and performance variables, grouped by specified categorical variables (e.g., treatment, challenge groups).

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

  correlation-analysis grouped-analysis statistical-analysis pearson-correlation eimeria

• class ControlledDocument

  Model representing a controlled document.

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

  class controlleddocument

• function get_nodes_by_label

  Retrieves nodes from a Neo4j graph database by label with optional property filtering, pagination, and sorting capabilities.

  File: /tf/active/vicechatdev/CDocs/db/db_operations.py

  neo4j graph-database query node-retrieval filtering

• function get_related_nodes

  Retrieves nodes from a Neo4j graph database that are related to a source node identified by its UID, with optional filtering by relationship type, target node label, and relationship direction.

  File: /tf/active/vicechatdev/CDocs/db/db_operations.py

  neo4j graph-database relationships traversal query

• function get_node_labels

  Retrieves all non-private attributes from the NodeLabels class as a dictionary, filtering out attributes that start with underscore.

  File: /tf/active/vicechatdev/CDocs/db/schema_manager.py

  graph-database neo4j constants metadata node-labels

• function get_relationship_types

  Retrieves a dictionary of relationship type constants from the RelTypes class, filtering out private attributes that start with underscore.

  File: /tf/active/vicechatdev/CDocs/db/schema_manager.py

  introspection reflection constants relationship-types graph-database

• class AzureSSO_v2

  A class that handles Azure Active Directory (Azure AD) Single Sign-On (SSO) authentication using OAuth 2.0 authorization code flow.

  File: /tf/active/vicechatdev/CDocs/auth/azure_auth.py

  authentication azure azure-ad sso oauth2

• function get_users

  Retrieves user information from a Neo4j graph database for display in an admin panel, with optional filtering by user ID.

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

  database neo4j user-management admin query

• function get_document_types

  Retrieves document type configurations from application settings, optionally filtering by a specific type code, and returns them as a list of dictionaries with detailed metadata.

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

  document-management configuration metadata settings document-types

• function get_user_activity

  Retrieves user activity logs from a Neo4j graph database by querying AuditEvent nodes with flexible filtering options for date ranges, users, and action types.

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

  audit-trail activity-logs neo4j graph-database cypher-query

• function get_audit_trail

  Retrieves audit trail events from a Neo4j database with optional filtering by date range, action type, and user, returning a list of audit event dictionaries.

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

  audit logging admin database neo4j

• function get_document_approval_cycles

  Retrieves all approval cycles associated with a specific document, with optional filtering for active cycles only.

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

  approval-management document-control database-query neo4j approval-cycles

• function get_user_assigned_approvals_v1

  Retrieves all approval assignments for a specific user with optional filtering by status, including associated approval cycles, documents, and version information.

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

  approval-workflow document-management user-assignments pagination controller

• function get_user_pending_approvals

  Retrieves all pending approval assignments for a specific user, with optional filtering by completion status and date range, returning structured approval data for UI display.

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

  approval-management user-approvals document-workflow pagination date-filtering

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