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Found 40 matching component(s)

  • class AgentExecutor

    Agent-based script executor that generates standalone Python files, manages dependencies, and provides iterative debugging capabilities

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

    class agentexecutor

  • 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

  • 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 api_send_chat_message_v1

    Flask API endpoint that handles sending messages in a chat session, processes them through a RAG (Retrieval-Augmented Generation) engine with configurable LLM models, and returns AI-generated responses with references.

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

    chat api rag llm conversational-ai

  • function add_data_section_to_docx

    Adds a data analysis section to a Word document, including analysis metadata, statistical conclusions, and embedded visualizations from saved content or legacy analysis history.

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

    document-generation word-document data-analysis visualization report-generation

  • function add_data_section_to_pdf

    Adds a data analysis section to a PDF document story, including analysis metadata, statistical conclusions, and embedded visualizations from saved content or analysis history.

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

    pdf-generation reportlab data-analysis document-export visualization

  • function upload_data_section_dataset

    Flask API endpoint that handles CSV file uploads for data section analysis, processes the file, extracts metadata, and stores it in the data section for persistence.

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

    file-upload csv-processing data-analysis authentication api-endpoint

  • function smartstat_workspace

    Flask route handler that opens a SmartStat statistical analysis workspace for a specific data section, managing session creation, data restoration, and access control.

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

    flask-route web-handler statistical-analysis session-management data-restoration

  • function smartstat_upload_data

    Flask route handler that uploads CSV or Excel data files to a SmartStat analysis session, with support for multi-sheet Excel files and session recovery.

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

    flask file-upload csv excel data-analysis

  • function smartstat_select_sheet

    Flask API endpoint that processes one or more Excel sheets from an uploaded file, validates them, categorizes them as datasets or information sheets, and adds them to a SmartStat analysis session.

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

    excel data-loading sheet-selection api-endpoint authentication

  • function smartstat_upload_files

    Flask API endpoint that handles multi-file uploads (CSV, Excel, PDF, Word, PowerPoint) to a SmartStat session, processing data files as datasets and documents as information sheets.

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

    file-upload multi-file csv-processing excel-processing pdf-extraction

  • function get_statistical_interpretation_templates

    Flask API endpoint that retrieves available statistical interpretation templates from a JSON file or returns default templates if the file doesn't exist.

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

    flask api endpoint statistical-analysis templates

  • function get_statistical_interpretation_template

    Flask API endpoint that retrieves a specific statistical interpretation template by ID from a JSON file and returns its details including template content, name, and description.

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

    flask api-endpoint template-retrieval statistical-analysis smartstat

  • function smartstat_run_analysis

    Flask API endpoint that initiates a SmartStat statistical analysis in a background thread, tracking progress and persisting results to a data section.

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

    flask api-endpoint background-processing statistical-analysis async

  • function smartstat_get_progress

    Flask API endpoint that retrieves the progress status of a SmartStat analysis job by job_id, returning progress data and completed results if available.

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

    flask api rest-endpoint progress-tracking async-jobs

  • function smartstat_get_plot

    Flask route handler that serves plot image files (PNG, JPG, SVG) generated by SmartStat analysis sessions from project directories.

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

    flask api-endpoint file-serving image-delivery smartstat

  • function smartstat_download_script

    Flask route handler that downloads a generated Python analysis script for a specific SmartStat session by locating the most recent project directory and returning the analysis.py file.

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

    flask file-download api-endpoint smartstat script-generation

  • function smartstat_download_log

    Flask API endpoint that generates and downloads an execution log file containing the analysis history and debug information for a SmartStat session.

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

    flask api-endpoint file-download logging smartstat

  • function smartstat_get_history

    Flask API endpoint that retrieves analysis history for a SmartStat session, with automatic session recovery from saved data if the session is not found in memory.

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

    flask api-endpoint session-management data-recovery authentication

  • function smartstat_save_selective

    Flask route handler that saves selected statistical analysis rounds and their associated plots from a SmartStat session to a data section, with options to replace or append to existing content.

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

    flask-route api-endpoint smartstat data-persistence statistical-analysis

  • function smartstat_save_to_document

    Flask route handler that saves SmartStat statistical analysis results back to a data section document, generating a final report with queries, results, and plots.

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

    flask api-endpoint smartstat statistical-analysis document-management

  • class Config

    Configuration class that manages application-wide settings, directory structures, API keys, and operational parameters for a statistical analysis application.

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

    configuration settings flask api-keys directory-management

  • class DataAnalysisService

    Service class for managing data analysis operations within document sections, integrating with SmartStat components for statistical analysis, dataset processing, and visualization generation.

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

    data-analysis statistical-analysis session-management dataset-processing visualization

  • class OneCo_hybrid_RAG_v3

    A class named OneCo_hybrid_RAG

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

    class oneco_hybrid_rag

  • function main_v66

    A cleanup utility function that removes virtual environment directories from all SmartStat sessions while preserving project files, reporting disk space freed and cleanup statistics.

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

    cleanup maintenance disk-space virtual-environment venv

  • class StatisticalAgent

    LLM-powered statistical analysis agent

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

    class statisticalagent

  • class DatabaseManager_v1

    Database manager for SmartStat following vice_ai patterns

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

    class databasemanager

  • class AgentExecutor_v1

    Agent-based script executor that generates standalone Python files, manages dependencies, and provides iterative debugging capabilities

    File: /tf/active/vicechatdev/full_smartstat/agent_executor.py

    class agentexecutor

  • class Config_v1

    Configuration class that centralizes all application settings including Flask configuration, directory paths, API keys, LLM model settings, and statistical analysis parameters.

    File: /tf/active/vicechatdev/full_smartstat/config.py

    configuration settings flask llm openai

  • function create_sample_data_v1

    Generates a synthetic dataset with 200 samples containing group-based measurements, quality scores, environmental data, and temporal information, then saves it to a CSV file.

    File: /tf/active/vicechatdev/full_smartstat/demo.py

    data-generation synthetic-data sample-data testing demonstration

  • function demo_analysis_workflow

    Demonstrates a complete end-to-end statistical analysis workflow using the SmartStat system, including session creation, data loading, natural language query processing, analysis execution, and result interpretation.

    File: /tf/active/vicechatdev/full_smartstat/demo.py

    demo workflow statistical-analysis natural-language-processing data-analysis

  • function demo_statistical_agent

    Demonstrates the capabilities of a statistical agent by testing query interpretation on sample data with various statistical analysis queries.

    File: /tf/active/vicechatdev/full_smartstat/demo.py

    demo testing statistical-analysis agent query-interpretation

  • function main_v61

    Demonstrates a SmartStat SQL workflow by loading a database schema, initializing a SQL query generator, and generating SQL queries from natural language requests with detailed output and metadata.

    File: /tf/active/vicechatdev/full_smartstat/demo_sql_workflow.py

    demonstration workflow sql-generation natural-language-processing database-schema

  • function main_v41

    Orchestrates and executes a suite of ODBC connectivity tests for SQL Server, providing formatted output and a summary of test results.

    File: /tf/active/vicechatdev/full_smartstat/test_odbc.py

    testing odbc sql-server connectivity database

  • function demonstrate_sql_workflow_v1

    Demonstrates the enhanced SQL workflow for the SmartStat system by loading configurations, initializing the SQL query generator, testing natural language to SQL conversion, and displaying schema analysis.

    File: /tf/active/vicechatdev/full_smartstat/demo_enhanced_sql_workflow.py

    demonstration testing sql-generation natural-language-processing database-schema

  • class AgentExecutor_v2

    Agent-based script executor that generates standalone Python files, manages dependencies, and provides iterative debugging capabilities

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

    class agentexecutor

  • 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

  • function main_v62

    Demonstrates the SmartStat SQL Workflow by loading a database schema, initializing a SQL query generator, and generating SQL queries from natural language requests for various laboratory data analysis scenarios.

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

    demonstration sql-generation natural-language-processing database-schema workflow

  • function demonstrate_sql_workflow

    Demonstrates the enhanced SQL workflow for the SmartStat system by loading configurations, initializing SQL query generator, testing natural language to SQL conversion, and displaying schema analysis.

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

    demonstration sql-generation natural-language-processing database-schema testing

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