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Search Results for "vice_ai"

Found 16 matching component(s)

  • 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

  • function raw_cleanup_database

    Performs raw database cleanup on a SQLite database to identify and fix corrupted chat_session_id values in the text_sections table by converting invalid string representations ('{}', '[]', 'null', '') to NULL.

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

    database cleanup maintenance sqlite data-integrity

  • function print_help

    Displays help information for Vice AI Development Tools, listing available commands and usage examples.

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

    help documentation cli command-line user-interface

  • function check_and_fix_corruption

    Scans a SQLite database for corrupted chat_session_id values in the text_sections table and automatically fixes them by setting invalid entries to NULL.

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

    database sqlite data-integrity corruption-detection data-cleaning

  • function debug_section_retrieval

    A debugging utility function that tests database section retrieval by querying a specific text section and printing detailed diagnostic information about the section and its chat session association.

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

    debugging database testing diagnostics section-retrieval

  • class SmartStatService

    Service for running SmartStat analysis sessions in Vice AI

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

    class smartstatservice

  • class SmartStatConfig

    Configuration class for SmartStat service that manages directory paths and API keys for various LLM providers integrated into Vice AI.

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

    configuration setup initialization directory-management api-keys

  • function direct_fix

    A database maintenance function that detects and fixes corrupted chat_session_id values in a SQLite database's text_sections table by identifying invalid patterns and setting them to NULL.

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

    database sqlite maintenance corruption-fix data-cleaning

  • function main_v25

    Orchestrates and executes a comprehensive test suite for the Vice AI Data Analysis Integration, running multiple test functions, creating test datasets, and providing detailed pass/fail reporting.

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

    testing integration-tests test-runner data-analysis test-orchestration

  • function check_specific_corruption

    Detects and fixes specific corruption patterns in the chat_session_id column of a SQLite database's text_sections table, replacing invalid values with NULL.

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

    database sqlite data-cleaning corruption-detection data-repair

  • class DatabaseManager_v1

    SQLite database manager for persistent storage

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

    class databasemanager

  • function check_rag_config

    Diagnostic function that inspects and reports configuration details of a hybrid RAG (Retrieval-Augmented Generation) engine module, including model settings and class attributes.

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

    diagnostic introspection configuration RAG debugging

  • function inspect_database

    Inspects a SQLite database at a hardcoded path, examining table structure, row counts, and identifying potentially corrupted chat_session_id values in the text_sections table.

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

    database sqlite diagnostic debugging data-quality

  • class DatabaseManager_v1

    Database manager for SmartStat following vice_ai patterns

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

    class databasemanager

  • class DatabaseManager

    SQLite database manager for SmartStat application that handles persistence of statistical analysis sessions, steps, and results.

    File: /tf/active/vicechatdev/smartstat/models.py

    database sqlite persistence orm statistical-analysis

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