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class SimpleChatMemory

A simple chat memory manager that stores and retrieves conversation history between users and assistants with configurable history limits.

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

chat memory conversation history chatbot

class OneCo_hybrid_RAG

A class named OneCo_hybrid_RAG

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

class oneco_hybrid_rag

function get_document

Retrieves comprehensive details of a controlled document by its UID, with optional inclusion of version history, review cycles, and approval cycles.

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

document-management controlled-documents retrieval version-control review-workflow

function get_document_v2

Retrieves detailed information about a specific document version by its UID, including associated document context and version status.

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

document-management version-control retrieval controlled-documents metadata

function get_document_audit_trail

Retrieves the complete audit trail for a controlled document from a Neo4j graph database, including timestamps, user actions, and event details.

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

audit document-management neo4j graph-database compliance

function get_document_v6

Retrieves all versions of a document from the database given its unique identifier (UID).

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

document-management version-control database-query error-handling controller

class FileCloudAPI

Python wrapper for the FileCloud REST API. This class provides methods to interact with FileCloud server APIs, handling authentication, session management, and various file operations.

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

class filecloudapi

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 FileCloudAPI_v1

Python wrapper for the FileCloud REST API. This class provides methods to interact with FileCloud server APIs, handling authentication, session management, and various file operations.

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

class filecloudapi

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 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 main_v32

Command-line interface entry point for monitoring SharePoint to FileCloud synchronization logs, providing status analysis, log tailing, and real-time watching capabilities.

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

cli command-line-interface log-monitoring sharepoint filecloud

function conversation_example

Demonstrates a multi-turn conversational RAG system with chat history management, showing how follow-up questions are automatically optimized based on conversation context.

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

RAG conversational-ai chat-history multi-turn-conversation context-management

function main_v45

Orchestrates and executes a series of example demonstrations for the DocChat system, including document indexing, RAG queries, and conversation modes.

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

demo examples orchestration RAG document-chat

function clear_session_v1

Clears all messages from a chat session identified by session_id, resets the session's updated timestamp, and persists the changes to disk in a thread-safe manner.

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

session-management chat thread-safe persistence state-management

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 get_session_history

Flask API endpoint that retrieves the chat message history for the current user's session.

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

flask api rest-endpoint session-management chat-history

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 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_clear_history

Flask API endpoint that clears the chat history for the current user session by removing stored conversation data associated with the session ID.

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

flask api endpoint chat history

function export_to_word

Flask route handler that exports a chat conversation to a formatted Microsoft Word (.docx) document with styled headings, timestamps, and references.

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

export word-document docx chat-history conversation-export

function export_to_pdf_v1

Flask route handler that exports a chat conversation to a PDF file with formatted messages, roles, and references using the reportlab library.

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

pdf-export document-generation chat-export reportlab flask-route

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 save_session_to_disk_v1

Persists a chat session to disk by serializing session data to a JSON file, converting datetime objects to ISO format strings for storage.

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

persistence session-management file-io serialization json

function chat

Flask route handler that processes chat requests with RAG (Retrieval-Augmented Generation) capabilities, managing conversation sessions, chat history, and document-based question answering.

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

chat rag retrieval-augmented-generation conversational-ai document-qa

function clear_session

Flask route handler that clears the current user's chat session, deletes associated session data from memory and disk, and creates a new empty session.

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

flask session-management chat api-endpoint authentication

function get_history

Flask API endpoint that retrieves chat message history for the current user's session from an in-memory chat_sessions dictionary.

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

flask api-endpoint chat-history session-management authentication

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 ChatSession

A class that manages a chat session associated with a specific document section, tracking messages, context documents, references, and timestamps.

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

chat session-management conversation document-chat message-tracking

function get_chat_session

Retrieves a chat session by its unique session ID, first checking an in-memory cache, then falling back to loading from persistent file storage if not found in memory.

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

chat session-management caching thread-safe persistence

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

function api_get_reference_block

API endpoint that retrieves a reference block from the most recent chat response by block number and stores it as a reference document in the user's session.

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

api flask rest-endpoint chat reference-block

class SmartStatSession

A session management class that encapsulates a SmartStat statistical analysis session, tracking data, analysis history, plots, and reports for a specific data section.

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

session-management data-analysis statistics dataframe multi-dataset

class SmartStatService

Service for running SmartStat analysis sessions in Vice AI

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

class smartstatservice

function get_text_section

Flask API endpoint that retrieves a specific text section by ID with optional version history and usage information, enforcing ownership-based access control.