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Search Results for "agent"

Found 50 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_v110

    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_v35

    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_v111

    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

  • class Client

    API Client for the Remarkable Cloud that handles authentication, communication, and document management with the Remarkable Cloud service.

    File: /tf/active/vicechatdev/rmcl/api.py

    api-client remarkable cloud-storage authentication async

  • function create_remarkable_session

    Creates and returns an authenticated requests.Session object configured for interacting with the reMarkable Cloud API.

    File: /tf/active/vicechatdev/e-ink-llm/mixed_cloud_processor.py

    authentication remarkable cloud-api session-management http-client

  • class RemarkableAPIClient

    Asynchronous API client for interacting with the reMarkable Cloud service, providing methods for file management, folder operations, and document synchronization.

    File: /tf/active/vicechatdev/e-ink-llm/remarkable_api_endpoints.py

    remarkable cloud-api async document-management file-upload

  • class RemarkableRestClient

    Direct REST API client for reMarkable Cloud without external dependencies

    File: /tf/active/vicechatdev/e-ink-llm/remarkable_rest_client.py

    class remarkablerestclient

  • function simple_move_to_trash

    Moves all documents from the reMarkable tablet's root directory to trash by uploading an empty root.docSchema file and updating the roothash.

    File: /tf/active/vicechatdev/e-ink-llm/cloudtest/simple_clean_root.py

    remarkable cloud-sync document-management trash cleanup

  • function test_upload_endpoint

    A test function that validates the reMarkable Cloud API file upload endpoint by attempting to upload a test JSON file and verifying the GET endpoint functionality.

    File: /tf/active/vicechatdev/e-ink-llm/cloudtest/test_upload_endpoint.py

    testing api-testing file-upload remarkable-cloud diagnostic

  • class DryRunUploadComparison

    A diagnostic class that compares a custom PDF upload implementation against real reMarkable app behavior by analyzing captured network logs without making actual API calls.

    File: /tf/active/vicechatdev/e-ink-llm/cloudtest/dry_run_comparison.py

    testing validation remarkable-tablet pdf-upload api-comparison

  • class RemarkableReplicaSync

    A class that synchronizes reMarkable cloud documents to a local replica directory, downloading and organizing folders and documents in a hierarchical structure.

    File: /tf/active/vicechatdev/e-ink-llm/cloudtest/sync_replica_new.py

    remarkable cloud-sync document-management file-synchronization pdf-extraction

  • function check_platform_consistency

    Validates platform consistency between authentication module and upload manager by comparing User-Agent platform detection with hardcoded source IDs in the upload manager code.

    File: /tf/active/vicechatdev/e-ink-llm/cloudtest/check_platform_consistency.py

    validation diagnostics platform-detection consistency-check remarkable

  • function move_documents_to_trash

    Moves specified reMarkable Cloud documents to trash by updating their metadata parent field to 'trash' and propagating changes through the document hierarchy.

    File: /tf/active/vicechatdev/e-ink-llm/cloudtest/move_remaining_to_trash_fixed.py

    remarkable cloud-api document-management trash file-operations

  • class FixedUploadTest

    A test class that simulates document upload to reMarkable cloud with specific fixes applied to match the real reMarkable desktop app behavior.

    File: /tf/active/vicechatdev/e-ink-llm/cloudtest/fixed_upload_test.py

    testing remarkable cloud-sync document-upload pdf

  • function move_document_to_trash

    Moves a reMarkable document to trash by updating its metadata parent field to 'trash', then propagating the changes through the document schema hierarchy and updating the root hash.

    File: /tf/active/vicechatdev/e-ink-llm/cloudtest/apply_working_trash_move.py

    remarkable cloud-sync document-management trash api-integration

  • class RemarkableAuth

    Handles the complete authentication flow for reMarkable cloud services, managing device tokens, user tokens, and authenticated HTTP sessions.

    File: /tf/active/vicechatdev/e-ink-llm/cloudtest/auth.py

    authentication remarkable cloud-api token-management session-management

  • class DocumentRefresher

    A class that forces the reMarkable web app to refresh and display documents by programmatically moving them between folders, triggering synchronization.

    File: /tf/active/vicechatdev/e-ink-llm/cloudtest/force_web_app_refresh.py

    remarkable cloud-sync document-management api-client file-synchronization

  • class DocumentToTrashMover

    A class that moves reMarkable documents to the trash by updating their metadata parent field to 'trash' and synchronizing changes through the reMarkable cloud API.

    File: /tf/active/vicechatdev/e-ink-llm/cloudtest/move_documents_to_trash.py

    remarkable cloud-sync document-management trash file-operations

  • class RootCleaner

    A class that completely clears the reMarkable cloud's root.docSchema file, removing all document references while maintaining the proper file structure and version.

    File: /tf/active/vicechatdev/e-ink-llm/cloudtest/clear_root_docschema.py

    remarkable cloud-storage sync cleanup api-client

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