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• class MyEmbeddingFunction

  Custom embedding function class that integrates OpenAI's embedding API with Chroma DB for generating vector embeddings from text documents.

  File: /tf/active/vicechatdev/project_victoria_disclosure_generator.py | Lines: 819-856

  embeddings openai chroma vector-database nlp

• 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 | Lines: 589-683

  embeddings openai chromadb vector-database text-summarization

• class ProjectVictoriaDisclosureGenerator

  Main class for generating Project Victoria disclosures from warranty claims.

  File: /tf/active/vicechatdev/project_victoria_disclosure_generator.py | Lines: 63-816

  class projectvictoriadisclosuregenerator

• function merge_word_documents

  Merges track changes and comments from a revision Word document into a base Word document, creating a combined output document.

  File: /tf/active/vicechatdev/word_merge.py | Lines: 1153-1166

  document-processing word-documents docx merge track-changes

• class DocxMerger

  A class named DocxMerger

  File: /tf/active/vicechatdev/word_merge.py | Lines: 41-1150

  class docxmerger

• 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 | Lines: 23-396

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

• 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 | Lines: 9-26

  neo4j graph-database access-control security token-management

• function test_collection_creation

  A diagnostic test function that verifies Chroma DB functionality by creating a test collection, adding a document, querying it, and cleaning up.

  File: /tf/active/vicechatdev/test_chroma_collections.py | Lines: 134-183

  testing debugging chroma-db vector-database health-check

• function test_chroma_collections

  A diagnostic function that tests connectivity to ChromaDB instances across multiple connection methods and lists all available collections with their metadata.

  File: /tf/active/vicechatdev/test_chroma_collections.py | Lines: 18-131

  chromadb database-testing diagnostics connection-testing vector-database

• function generate_cypher_examples

  Generates a comprehensive Cypher query examples file for interacting with a Neo4j graph database based on the provided schema information.

  File: /tf/active/vicechatdev/neo4j_schema_report.py | Lines: 1288-1446

  neo4j cypher graph-database code-generation documentation

• 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 | Lines: 1061-1286

  code-generation neo4j graph-database cypher schema

• function generate_html_report

  Generate HTML report from schema info

  File: /tf/active/vicechatdev/neo4j_schema_report.py | Lines: 277-1059

  function generate_html_report

• function generate_diagram_data

  Transforms Neo4j schema information into a structured format suitable for graph visualization, creating separate node and edge data structures.

  File: /tf/active/vicechatdev/neo4j_schema_report.py | Lines: 245-275

  graph-visualization schema-processing neo4j data-transformation diagram-generation

• 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 | Lines: 24-243

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

• class Neo4jEncoder

  A custom JSON encoder that extends json.JSONEncoder to handle Neo4j-specific data types and Python objects that are not natively JSON serializable.

  File: /tf/active/vicechatdev/neo4j_schema_report.py | Lines: 10-22

  json encoder serialization neo4j datetime

• class FileCloudEmailProcessor

  A class that processes email files (.msg format) stored in FileCloud by finding, downloading, converting them to EML and PDF formats, and organizing them into mail_archive folders.

  File: /tf/active/vicechatdev/msg_to_eml.py | Lines: 1300-1516

  email-processing file-conversion cloud-storage filecloud msg-to-eml

• function ensure_dir_exists

  Creates a directory and all necessary parent directories if they don't already exist, with logging support.

  File: /tf/active/vicechatdev/msg_to_eml.py | Lines: 1293-1298

  filesystem directory utility file-operations path-management

• function eml_to_pdf

  Converts an .eml email file to PDF format, including the email body and all attachments merged into a single PDF document.

  File: /tf/active/vicechatdev/msg_to_eml.py | Lines: 1150-1291

  email-processing pdf-conversion eml-parser document-conversion attachment-handling

• function generate_simple_html_from_eml

  Converts an email.message.Message object into a clean, styled HTML representation with embedded inline images and attachment listings.

  File: /tf/active/vicechatdev/msg_to_eml.py | Lines: 994-1148

  email html-generation email-parsing mime inline-images

• function msg_to_pdf

  Converts a Microsoft Outlook .msg email file to a single PDF document, including the email body and all attachments merged together.

  File: /tf/active/vicechatdev/msg_to_eml.py | Lines: 874-992

  email-conversion pdf-generation msg-file outlook document-processing