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Search Results for "agent"

Found 34 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

• function main_v66

  A test function that validates the cleanup functionality of virtual environments in project directories by testing on a specific session, measuring disk space before/after cleanup, and verifying that important files are preserved.

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

  testing cleanup virtual-environment venv disk-space

• class SmartStatService

  Service for running SmartStat analysis sessions in Vice AI

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

  class smartstatservice

• function data_section_analysis_chat

  Async Flask route handler that processes chat messages for data section analysis, managing conversation history and integrating with a statistical analysis service.

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

  flask api-endpoint async chat data-analysis

• 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

• 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 main_v67

  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 ControlledDocumentFlaskApp

  Main Flask application class for Controlled Document Management System.

  File: /tf/active/vicechatdev/CDocs/main_flask.py

  class controlleddocumentflaskapp

• class DynamicSchemaDiscovery

  Discovers database schema from live database connection

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

  class dynamicschemadiscovery

• 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

• function test_enhanced_workflow

  A comprehensive test function that validates the EnhancedSQLWorkflow system by testing component initialization, request parsing, and data assessment capabilities.

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

  testing integration-test workflow sql data-analysis

• function execute_enhanced_workflow_background

  Executes an enhanced SQL workflow in a background thread, retrieving data from a database, processing it through an AI-powered workflow, and automatically triggering statistical analysis on the results.

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

  background-processing threading sql-workflow data-retrieval ai-powered

• function get_field_suggestions

  Flask route handler that processes POST requests to generate field suggestions based on a user's natural language request by leveraging an enhanced SQL workflow system.

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

  flask api-endpoint field-suggestions natural-language-processing database-schema

• function add_manual_relationship

  Flask route handler that adds a manually specified database relationship to the schema and clears the schema cache to force reload with the new relationship.

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

  flask api-endpoint database-schema relationship-management manual-configuration

• function run_analysis_async

  Executes a data analysis workflow asynchronously with real-time progress tracking, including query interpretation, script generation, execution, and result finalization.

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

  async data-analysis statistical-analysis progress-tracking llm-integration

• class EnhancedSQLWorkflow

  Enhanced SQL workflow with iterative optimization

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

  class enhancedsqlworkflow

• 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 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

• class TwoPassSqlWorkflow

  Two-pass SQL generation workflow with iteration and error correction

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

  class twopasssqlworkflow

• class StatisticalAnalysisService

  Main service for statistical analysis orchestration

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

  class statisticalanalysisservice

• function test_agent_executor

  Integration test function that validates the AgentExecutor's ability to generate and execute data analysis projects using synthetic test data.

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

  testing integration-test agent-executor data-analysis pandas

• class DataProcessor

  Handles data loading, validation, and preprocessing

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

  class dataprocessor

• class SQLQueryGenerator

  Generates SQL queries based on user requests and database schema

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

  class sqlquerygenerator

• class StatisticalAgent_v1

  LLM-powered statistical analysis agent

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

  class statisticalagent

• 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 StatisticalAnalysisService_v1

  Main service for statistical analysis orchestration

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

  class statisticalanalysisservice

• class DataProcessor_v1

  Handles data loading, validation, and preprocessing

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

  class dataprocessor

• class SQLQueryGenerator_v1

  Generates SQL queries based on user requests and database schema

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

  class sqlquerygenerator

• class StatisticalAgent_v2

  LLM-powered statistical analysis agent

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

  class statisticalagent

• function _initialize_session_info

  Initializes and manages session information for a web application session, tracking session lifecycle timestamps and user agent data while maintaining a configurable history limit.

  File: /tf/active/vicechatdev/patches/server.py

  session-management web-application bokeh panel state-management

• class DocumentDownloader

  A client class for downloading documents (primarily PDFs) from various sources, managing download caching, respecting rate limits per domain, and processing documents using llmsherpa for content extraction.

  File: /tf/active/vicechatdev/QA_updater/data_access/document_downloader.py

  document-download pdf-processing rate-limiting caching llmsherpa

• class ClinicalTrialsClient

  A client class for searching and retrieving clinical trial data from multiple international sources including ClinicalTrials.gov, EU Clinical Trials Register, WHO ICTRP, and OpenTrials.

  File: /tf/active/vicechatdev/QA_updater/data_access/clinical_trials_client.py

  clinical-trials medical-research api-client data-aggregation rate-limiting

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