Search - Code Extractor

class RegulatoryExtractor

A class for extracting structured metadata from regulatory guideline PDF documents using LLM-based analysis and storing the results in an Excel tracking spreadsheet.

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

pdf-extraction regulatory-documents llm-extraction ocr data-extraction

class MyEmbeddingFunction_v1

A custom embedding function class that generates embeddings for documents using OpenAI's API, with built-in text summarization for long documents and token management.

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

embeddings openai chromadb vector-database text-summarization

class FixedProjectVictoriaGenerator

Fixed Project Victoria Disclosure Generator that properly handles all warranty sections.

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

class fixedprojectvictoriagenerator

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 MyEmbeddingFunction_v2

A custom embedding function class that generates embeddings for text documents using OpenAI's embedding models, with automatic text summarization and token management for large documents.

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

embeddings openai chromadb text-processing summarization

class DocumentProcessor_v5

Process different document types for RAG context extraction

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

class documentprocessor

class ImprovedProjectVictoriaGenerator

Improved Project Victoria Disclosure Generator with proper reference management.

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

class improvedprojectvictoriagenerator

class QueryBasedExtractor_v2

A class that performs targeted information extraction from text using LLM-based query-guided extraction, with support for handling long documents through chunking and token management.

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

information-extraction text-processing llm openai query-based

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

function update_access_tokens

Updates access control tokens for nodes in a Neo4j graph database by traversing relationships from token carrier nodes and storing accumulated access keys.

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

neo4j graph-database access-control security token-management

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 ProjectVictoriaDisclosureGenerator

Main class for generating Project Victoria disclosures from warranty claims.

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

class projectvictoriadisclosuregenerator

class MyEmbeddingFunction_v3

A custom embedding function class that generates embeddings for text documents using OpenAI's embedding models, with automatic text summarization and token limit handling for large documents.

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

embeddings openai vector-database chromadb text-processing

class DocumentProcessor_v6

Process different document types for RAG context extraction

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

class documentprocessor

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 extract_previous_reports_summary

Extracts and summarizes key information from previous meeting report files using document extraction and OpenAI's GPT-4o-mini model to provide context for upcoming meetings.

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

meeting-analysis document-extraction text-summarization llm openai

function regenerate_minutes

Flask route handler that regenerates meeting minutes from a previous session using modified instructions, model selection, and configuration parameters.

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

flask meeting-minutes regeneration ai-generation openai

class EnhancedMeetingMinutesGenerator

A class named EnhancedMeetingMinutesGenerator

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

class enhancedmeetingminutesgenerator

function access_main_site_library

Authenticates with Microsoft Graph API and attempts to locate and access the main SharePoint site library using multiple discovery approaches, displaying detailed information about sites, drives, and folder structures.

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

sharepoint microsoft-graph oauth2 authentication diagnostic

function check_all_libraries

Discovers and lists all document libraries in a SharePoint site using Microsoft Graph API, displaying their metadata and contents.

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

sharepoint microsoft-graph document-libraries discovery audit

function explore_site_structure

Explores and displays the complete structure of a SharePoint site using Microsoft Graph API, including drives, document libraries, lists, and alternative API endpoints.

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

sharepoint microsoft-graph site-exploration diagnostic api-discovery

function quick_test

A diagnostic function that tests SharePoint Graph API connectivity and verifies access to the main site library by checking for expected folder structures in the root directory.

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

sharepoint diagnostic testing connectivity microsoft-graph

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 SharePointRestClient

A SharePoint REST API client that provides app-only authentication and methods for retrieving and downloading documents from SharePoint sites.

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

sharepoint rest-api oauth2 authentication document-management

function test_azure_token

Tests Azure AD authentication by attempting to acquire an OAuth2 access token using client credentials flow for Microsoft Graph API access.

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

azure authentication oauth2 access-token microsoft-graph

function test_sharepoint_token

Tests SharePoint OAuth2 authentication by acquiring an access token using client credentials flow and validates it with a SharePoint API call.

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

sharepoint oauth2 authentication azure-ad access-token

function test_sharepoint_api_call

Tests SharePoint REST API connectivity by making an authenticated GET request to retrieve basic site information and validates the access token and permissions.

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

sharepoint api-testing authentication oauth rest-api

function main_v45

Orchestrates a comprehensive SharePoint connection diagnostic tool that validates Azure AD authentication and SharePoint access by running multiple tests and reporting results.

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

diagnostics sharepoint azure-ad authentication testing

function test_graph_api_access

Tests Microsoft Graph API access by obtaining an OAuth2 token and verifying connectivity to check tenant settings for SharePoint integration.

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

microsoft-graph authentication oauth2 sharepoint azure-ad

function test_graph_sites_api

Tests Microsoft Graph API access to SharePoint sites by attempting to list available sites and locate a specific target site (vicebio.com), then tests drive access if found.

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

microsoft-graph sharepoint api-testing authentication oauth2

function test_site_drive_access

Tests access to a SharePoint site's document library (drives) via Microsoft Graph API and attempts to access the first drive's root items.

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

microsoft-graph sharepoint api-testing authentication document-library

function test_drive_items

Tests access to items in a Microsoft SharePoint drive by querying the Microsoft Graph API and verifying the response.

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

microsoft-graph-api sharepoint authentication api-testing drive-access

function test_tenant_admin_center_approach

Displays detailed troubleshooting instructions for resolving SharePoint 'Unsupported app only token' errors by providing three alternative configuration approaches through tenant admin center.

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

sharepoint troubleshooting authentication azure admin

function test_different_scopes

Tests OAuth2 authentication with different permission scopes for SharePoint and Microsoft Graph APIs, attempting to acquire access tokens and validate them against a SharePoint site.

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

authentication oauth2 sharepoint microsoft-graph azure-ad

function test_sharepoint_with_token

Tests SharePoint REST API connectivity and authentication by making a GET request to retrieve site information using a provided access token.

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

sharepoint api-testing authentication oauth rest-api

function check_site_vs_channels

Diagnostic function that analyzes and compares SharePoint site structure, specifically examining the main site document library versus Teams channel document libraries to identify the correct library for synchronization.

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

sharepoint diagnostic microsoft-graph document-library teams-channels

class SharePointGraphClient

SharePoint client using Microsoft Graph API. This bypasses SharePoint REST API app-only token issues.

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

class sharepointgraphclient

function get_root_folders

Retrieves all folders at the root level of a SharePoint drive using Microsoft Graph API, returning their metadata including name, ID, item count, timestamps, and web URL.

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

sharepoint microsoft-graph api folders metadata

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 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

class QueryBasedExtractor

A class that extracts relevant information from documents using a small LLM (Language Model), designed for Extensive and Full Reading modes in RAG systems.

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

information-extraction document-processing llm rag query-based

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 DocChatEmbeddingFunction

A custom ChromaDB embedding function that generates OpenAI embeddings with automatic text summarization for documents exceeding token limits.

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

embeddings chromadb openai text-processing summarization

class DocumentProcessor_v8

Process different document types for indexing

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

class documentprocessor

class GPT5Validator

A comprehensive testing and validation class for OpenAI GPT models, with special support for GPT-5 family models using the Responses API.

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

testing validation openai gpt-5 api-testing

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 validate_azure_token_v1

Validates an Azure AD token by parsing the JWT id_token and extracting user information such as user ID, email, name, and preferred username.

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

azure authentication jwt token-validation oauth

function test_end_date_extraction

Tests end date extraction functionality for contract documents that previously had missing end dates by downloading documents from FileCloud, extracting text, analyzing with LLM, and comparing results.

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

testing integration-test contract-analysis end-date-extraction document-processing

class LLMClient_v2

Client for interacting with LLM providers (OpenAI, Anthropic, Azure, etc.)

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

class llmclient

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Search Results for "token"

class RegulatoryExtractor

class MyEmbeddingFunction_v1

class FixedProjectVictoriaGenerator

class pathobrowser_base

class MyEmbeddingFunction_v2

class DocumentProcessor_v5

class ImprovedProjectVictoriaGenerator

class QueryBasedExtractor_v2

class OneCo_hybrid_RAG_v2

class ExtensiveSearchManager

function update_access_tokens

class User

class ProjectVictoriaDisclosureGenerator

class MyEmbeddingFunction_v3

class DocumentProcessor_v6

class pathobrowser_base_v1

function extract_previous_reports_summary

function regenerate_minutes

class EnhancedMeetingMinutesGenerator

function access_main_site_library

function check_all_libraries

function explore_site_structure

function quick_test

class SyncDiagnostics

class SharePointRestClient

function test_azure_token

function test_sharepoint_token

function test_sharepoint_api_call

function main_v45

function test_graph_api_access

function test_graph_sites_api

function test_site_drive_access

function test_drive_items

function test_tenant_admin_center_approach

function test_different_scopes

function test_sharepoint_with_token

function check_site_vs_channels

class SharePointGraphClient

function get_root_folders

class SharePointFileCloudSync

function azure_callback

class QueryBasedExtractor

class DocChatRAG

class DocChatEmbeddingFunction

class DocumentProcessor_v8

class GPT5Validator

class AzureSSO

function validate_azure_token_v1

function test_end_date_extraction

class LLMClient_v2

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