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  • class OneCo_hybrid_RAG

    A class named OneCo_hybrid_RAG

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

    class oneco_hybrid_rag

  • 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

  • function init_connections

    Initializes and returns a Neo4j database session and driver connection using configuration settings.

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

    database neo4j graph-database connection initialization

  • function push_changes

    Updates a node's properties in a Neo4j graph database by matching on UID and setting new property values.

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

    neo4j graph-database database-update cypher node-update

  • class OneCo_hybrid_RAG_v2

    A class named OneCo_hybrid_RAG

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

    class oneco_hybrid_rag

  • function generate_neo4j_schema_report

    Generates a comprehensive schema report of a Neo4j graph database, including node labels, relationships, properties, constraints, indexes, and sample data, outputting multiple file formats (JSON, HTML, Python snippets, Cypher examples).

    File: /tf/active/vicechatdev/neo4j_schema_report.py

    neo4j graph-database schema-analysis database-introspection documentation-generation

  • function generate_python_snippets

    Generates a Python file containing code snippets and helper functions for interacting with a Neo4j graph database based on the provided schema information.

    File: /tf/active/vicechatdev/neo4j_schema_report.py

    code-generation neo4j graph-database cypher schema

  • 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

  • class Config

    Configuration class that manages application-wide settings, directory structures, API keys, and operational parameters for a statistical analysis application.

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

    configuration settings flask api-keys directory-management

  • 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 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 create_node_and_ensure_relationships

    Creates a new node in a Neo4j graph database and establishes multiple relationships to existing nodes within a single atomic transaction.

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

    neo4j graph-database node-creation relationship-management transaction

  • function create_relationship

    Creates a directed relationship between two Neo4j graph database nodes identified by their UIDs, with optional properties attached to the relationship.

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

    neo4j graph-database relationship edge-creation cypher

  • function update_node

    Updates properties of a Neo4j graph database node identified by its unique UID, automatically adding a modification timestamp.

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

    neo4j graph-database update node-update database-operation

  • function delete_node

    Deletes a node from a Neo4j graph database by its unique identifier (UID), with optional cascade deletion of connected nodes and relationships.

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

    neo4j graph-database delete node-deletion cascade-delete

  • function get_node_by_uid

    Retrieves a node from a Neo4j graph database by its unique identifier (UID) and returns it as a dictionary.

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

    neo4j graph-database node-retrieval database-query uid-lookup

  • 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 run_query

    Executes a custom Cypher query against a Neo4j database and returns the results as a list of dictionaries, handling conversion of Neo4j-specific types.

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

    neo4j cypher database graph-database query-execution

  • 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 execute_transaction

    Executes a database transaction function within a Neo4j session, handling connection management and error logging automatically.

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

    database neo4j transaction wrapper error-handling

  • function batch_create_nodes

    Creates multiple Neo4j graph database nodes in batches for improved performance, automatically generating UIDs and timestamps for each node.

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

    neo4j graph-database batch-processing bulk-insert database

  • function get_document_with_relationships

    Retrieves a complete document from Neo4j graph database along with all its related entities including versions, reviews, approvals, and authors.

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

    neo4j graph-database document-management relationships cypher-query

  • function create_node_with_uid

    Creates a new node in a Neo4j graph database with a specified UID, label, and properties, automatically adding a creation timestamp if not provided.

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

    neo4j graph-database node-creation database uid

  • function node_exists

    Checks if a node with a specific UID exists in a Neo4j graph database by querying for the node and returning a boolean result.

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

    neo4j graph-database node-validation existence-check database-query

  • function migrate_audit_trail

    Migrates existing audit events from a legacy format to a new AuditTrail structure in a Neo4j database, returning migration statistics.

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

    database-migration audit-trail neo4j schema-migration data-transformation

  • function get_driver

    Singleton function that initializes and returns a Neo4j database driver instance with connection verification.

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

    database neo4j driver singleton connection-management

  • function close_driver

    Safely closes a global database driver connection and sets it to None, with error handling and logging.

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

    database neo4j connection-management cleanup resource-management

  • function init_database

    Initializes a Neo4j database with required schema constraints, creates an AuditTrail node, and migrates existing audit events.

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

    database initialization schema migration neo4j

  • function initialize_schema

    Initializes the Neo4j database schema by creating required constraints, indexes, root nodes, audit trails, and migrating existing data structures to current schema versions.

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

    database neo4j schema initialization migration

  • function migrate_approval_data

    Migrates legacy single-step approval records in Neo4j to a new multi-step approval model by creating ApprovalStep nodes and Approver nodes with proper relationships.

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

    database-migration neo4j graph-database data-transformation approval-workflow

  • function migrate_approval_cycles

    Migrates legacy Approval nodes and their related structures to the new ApprovalCycle model in a Neo4j graph database, creating ApprovalCycle nodes and ApproverAssignment nodes while maintaining relationships with DocumentVersion nodes.

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

    database-migration neo4j graph-database approval-workflow data-transformation

  • function validate_schema

    Validates that a Neo4j database schema contains all required constraints and node labels for a controlled document management system.

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

    database validation schema neo4j graph-database

  • function initialize_approval_workflow_types

    Initializes default approval workflow types in a Neo4j database by creating or updating four predefined workflow type nodes (STANDARD, DEPARTMENT, QUALITY, REGULATORY) with their configurations.

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

    neo4j database-initialization workflow approval-workflow graph-database

  • function update_schema

    Updates a Neo4j database schema to match a specific version, enabling schema migrations during system upgrades.

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

    database schema migration neo4j versioning

  • function ensure_audit_trail_exists

    Ensures a singleton AuditTrail node exists in a Neo4j database, creating it if necessary, and returns its unique identifier.

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

    neo4j graph-database audit-trail idempotent database-initialization

  • function migrate_audit_events

    Migrates orphaned AuditEvent nodes from CDocs nodes to an AuditTrail node in a Neo4j graph database by deleting old relationships and creating new ones.

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

    neo4j database-migration graph-database audit-events data-migration

  • function initialize_document_counters

    Initializes document counters in Neo4j by analyzing existing ControlledDocument nodes and creating DocumentCounter nodes with values higher than the maximum existing document numbers for each department/type combination.

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

    neo4j database-initialization document-management counter-initialization graph-database

  • function create_approval_cycle

    Creates a new approval cycle for a document, assigning approvers with configurable workflow options (sequential/parallel), instructions, and due dates.

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

    approval-workflow document-management transaction permission-check notification

  • function complete_approval_v1

    Records a user's approval decision (APPROVED or REJECTED) for a document in an approval cycle, updating the approval status and document state accordingly.

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

    approval-workflow document-management business-rules transaction-management audit-trail

  • function close_approval_cycle_v1

    Administratively closes an approval cycle by setting a final decision (APPROVED or REJECTED), updating the associated document status, and notifying relevant stakeholders.

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

    approval-management administrative-action document-workflow transaction-management permission-control

  • function cancel_approval_cycle_v1

    Cancels an active approval cycle, reverting the associated document to draft status, logging the cancellation, and notifying all pending approvers.

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

    approval-workflow document-management transaction permissions audit-trail

  • function log_event

    Creates and persists an audit trail event in a Neo4j graph database, linking it to users, resources, and an audit trail node with comprehensive event metadata.

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

    audit logging neo4j graph-database event-tracking

  • class Config_v1

    Configuration class that centralizes all application settings including Flask configuration, directory paths, API keys, LLM model settings, and statistical analysis parameters.

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

    configuration settings flask llm openai

  • class DataProcessor

    Handles data loading, validation, and preprocessing

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

    class dataprocessor

  • class ConnectionConfig

    A dataclass that stores and manages database connection configuration parameters for SQL Server connections, providing methods to load from config files and generate connection strings.

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

    database configuration sql-server connection dataclass

  • function test_odbc_driver

    Tests the availability of ODBC drivers on the system, specifically checking for SQL Server drivers and returning a boolean indicating whether SQL Server drivers are found.

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

    odbc database driver-detection sql-server diagnostics

  • function test_connection_string

    Tests the format and creation of a SQL Server connection string using SQLAlchemy with ODBC Driver 18, without establishing an actual database connection.

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

    database sql-server connection-string testing validation

  • function main_v41

    Orchestrates and executes a suite of ODBC connectivity tests for SQL Server, providing formatted output and a summary of test results.

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

    testing odbc sql-server connectivity database

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