Browse Components - Code Extractor

class ExtensiveSearchManager

Manages extensive search functionality including full document retrieval, summarization, and enhanced context gathering.

File: /tf/active/vicechatdev/OneCo_hybrid_RAG.py | Lines: 4144-5376

class extensivesearchmanager

class OneCo_hybrid_RAG_v2

A class named OneCo_hybrid_RAG

File: /tf/active/vicechatdev/OneCo_hybrid_RAG.py | Lines: 1170-4142

class oneco_hybrid_rag

class ReferenceManager_v4

Manages extraction and formatting of references for LLM chat responses. Handles both file references and BibTeX citations, formatting them according to various academic citation styles.

File: /tf/active/vicechatdev/OneCo_hybrid_RAG.py | Lines: 289-967

class referencemanager

class QueryBasedExtractor

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 | Lines: 76-287

information-extraction text-processing llm openai query-based

function main_v5

Command-line interface function that orchestrates the generation of meeting minutes from a transcript file using either GPT-4o or Gemini LLM models.

File: /tf/active/vicechatdev/advanced_meeting_minutes_generator.py | Lines: 257-322

cli command-line meeting-minutes transcript-processing llm

function main_v11

Entry point function that instantiates an ImprovedProjectVictoriaGenerator and executes its complete pipeline to generate disclosure documents.

File: /tf/active/vicechatdev/improved_project_victoria_generator.py | Lines: 789-793

entry-point main-function disclosure-generation RAG document-generation

function main_v10

Entry point function that instantiates a FixedProjectVictoriaGenerator and executes its complete pipeline to generate fixed disclosure documents.

File: /tf/active/vicechatdev/fixed_project_victoria_generator.py | Lines: 1624-1628

entry-point pipeline disclosure-generation orchestration main-function

function main_v9

Entry point function for a FileCloud ACL management test script that parses command-line arguments and initiates ACL testing.

File: /tf/active/vicechatdev/test_acl_functions.py | Lines: 127-137

cli command-line testing filecloud acl

function main_v8

Entry point function that orchestrates the process of loading a meeting transcript, generating structured meeting minutes using OpenAI's GPT-4o API, and saving the output to a file.

File: /tf/active/vicechatdev/meeting_minutes_generator.py | Lines: 139-173

main-function entry-point meeting-minutes transcript-processing openai

function main_v7

A test function that validates email template rendering by testing multiple HTML email templates with sample data structures for document review and approval workflows.

File: /tf/active/vicechatdev/test_comprehensive_templates.py | Lines: 45-113

testing email-templates validation document-management template-rendering

function main_v6

Main entry point function that reads a markdown file, converts it to an enhanced Word document with preserved heading structure, and saves it with a timestamped filename.

File: /tf/active/vicechatdev/improved_word_converter.py | Lines: 187-215

document-conversion markdown-to-word file-processing docx main-entry-point

class MeetingMinutesGenerator_v1

A class that generates professional meeting minutes from meeting transcripts using either OpenAI's GPT-4o or Google's Gemini AI models.

File: /tf/active/vicechatdev/advanced_meeting_minutes_generator.py | Lines: 38-255

meeting-minutes transcript-processing llm gpt-4o gemini

function test_acl_functions

Comprehensive test function that validates ACL (Access Control List) management operations in FileCloudAPI, including creating, reading, updating, and deleting ACL entries for users and groups.

File: /tf/active/vicechatdev/test_acl_functions.py | Lines: 25-125

testing acl access-control permissions filecloud

function print_json

A utility function that prints a Python dictionary as formatted JSON with 2-space indentation to standard output.

File: /tf/active/vicechatdev/test_acl_functions.py | Lines: 21-23

json formatting printing output debugging

function compare_datasets

Analyzes and compares two pandas DataFrames containing flock data (original vs cleaned), printing detailed statistics about removed records, type distributions, and impact assessment.

File: /tf/active/vicechatdev/data_quality_dashboard.py | Lines: 375-435

data-quality comparison analysis reporting statistics

function generate_action_report

Generates a comprehensive corrective action report for data quality issues in treatment records, categorizing actions by urgency and providing impact assessment.

File: /tf/active/vicechatdev/data_quality_dashboard.py | Lines: 323-373

data-quality reporting veterinary treatment-records data-validation

function analyze_temporal_trends

Analyzes and prints temporal trends in timing issues for treatments that occur before flock start dates or after flock end dates, breaking down occurrences by year and month.

File: /tf/active/vicechatdev/data_quality_dashboard.py | Lines: 297-321

temporal-analysis data-quality time-series reporting data-validation

function show_problematic_flocks

Analyzes and displays problematic flocks from a dataset by identifying those with systematic timing issues in their treatment records, categorizing them by severity and volume.

File: /tf/active/vicechatdev/data_quality_dashboard.py | Lines: 267-295

data-quality reporting diagnostics livestock-management data-validation

function analyze_problematic_products

Analyzes and prints statistical information about products involved in severe timing issues, including product frequency counts and their associated diagnostic classes.

File: /tf/active/vicechatdev/data_quality_dashboard.py | Lines: 247-265

data-analysis healthcare medical-products timing-issues diagnostic-analysis

function analyze_flock_type_patterns

Analyzes and prints timing pattern statistics for flock data by categorizing issues that occur before start time and after end time, grouped by flock type.

File: /tf/active/vicechatdev/data_quality_dashboard.py | Lines: 225-245

data-analysis pandas timing-patterns flock-management aggregation