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 OneCo_hybrid_RAG

A class named OneCo_hybrid_RAG

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

class oneco_hybrid_rag

class DocumentDetail

Document detail view component

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

class documentdetail

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 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 User

A user management class that handles authentication, authorization, user profiles, preferences, file management, and logging for a Panel-based web application with Neo4j backend.

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

authentication authorization user-management role-based-access-control neo4j

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 full_reading_example

Demonstrates the full reading mode of a RAG (Retrieval-Augmented Generation) system by processing all documents to answer a comprehensive query about key findings.

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

example demonstration RAG retrieval-augmented-generation full-reading

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 azure_callback

OAuth 2.0 callback endpoint for Azure AD authentication that exchanges authorization codes for access tokens and establishes user sessions.

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

oauth authentication azure-ad callback session-management

function process_full_reading_background

Asynchronous background task processor that executes a full reading mode RAG (Retrieval-Augmented Generation) query, tracks progress, and stores results in session history.

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

background-task async-processing rag full-reading-mode chat

function api_index_folder

Flask API endpoint that initiates a background task to index documents in a specified folder, tracking progress and returning a task ID for status monitoring.

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

flask api endpoint background-task document-indexing

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 DocumentIndexer

A class for indexing documents into ChromaDB with support for multiple file formats (PDF, Word, PowerPoint, Excel, text files), smart incremental indexing, and document chunk management.

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

document-indexing vector-database chromadb embeddings pdf-processing

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 auth_callback

OAuth callback handler that processes Azure SSO authentication responses, exchanges authorization codes for access tokens, and establishes user sessions.

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

oauth authentication azure-sso callback flask-route

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 auth_callback_v2

Flask route handler that processes OAuth 2.0 callback from Azure AD, exchanges authorization code for access tokens, and establishes user session.

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

oauth authentication azure-ad callback flask-route

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 login_v1

Flask route handler that manages user authentication by redirecting authenticated users to the index page, initiating Azure SSO login for production, or creating a development session for local testing.

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

authentication login azure-sso flask-route session-management

function auth_callback_v1

OAuth2 callback handler for Azure SSO authentication that processes authorization codes, exchanges them for access tokens, and establishes user sessions.

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

authentication oauth2 azure-sso callback session-management

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 AzureSSO_v1

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/vice_ai/auth/azure_auth.py

azure authentication sso oauth2 azure-ad

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

class AuthCodeHandler

A callable handler class that processes OAuth authentication codes from form POST requests, exchanges them for access tokens, and authenticates users via Azure SSO.

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

authentication oauth azure-sso callback-handler webhook

function process_auth_code

Processes OAuth authorization codes from POST requests, exchanges them for access tokens via Azure SSO, and authenticates users into the application.

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

authentication oauth azure-sso authorization-code token-exchange

class SSOCallbackHandler

A Tornado RequestHandler that processes OAuth 2.0 callbacks from Azure AD, exchanges authorization codes for access tokens, validates user identity, and sets authentication cookies for SSO integration.

File: /tf/active/vicechatdev/CDocs/sso_plugin.py

oauth azure-ad sso authentication tornado

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

class DocumentDashboard

Dashboard for viewing and managing controlled documents.

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

class documentdashboard

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 SharePermissionIndicator

A Panel-based visual indicator component that displays document sharing permissions, showing whether a user has write access or read-only access to a document with color-coded status indicators.

File: /tf/active/vicechatdev/CDocs/ui/components/share_manager.py

panel ui-component permissions access-control document-management

function test_single_vendor

Tests vendor enrichment by querying a RAG (Retrieval-Augmented Generation) system to find official contact information (email and VAT number) for a specified vendor using document search and web search capabilities.

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

testing vendor-enrichment RAG information-retrieval contact-information

class VendorEnricher

A class that enriches vendor information by finding official email addresses and VAT numbers using RAG (Retrieval-Augmented Generation) with ChromaDB document search and web search capabilities.

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

vendor-enrichment data-enrichment RAG web-search ChromaDB

class EmailForwardingHandler

SMTP message handler class that processes incoming email messages and forwards them using an EmailHandler instance while tracking server statistics.

File: /tf/active/vicechatdev/email-forwarder/src/forwarder/smtp_server.py

smtp email async aiosmtpd email-forwarding

class _state

A global state management class that tracks and manages the state of running Panel applications, including server information, session data, busy status, and various application-level resources.

File: /tf/active/vicechatdev/patches/state.py

state-management global-state session-management server-management caching

function async_execute

Wraps and schedules async function execution in the appropriate event loop context, ensuring proper lock propagation and document context management for Bokeh/Panel applications.