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Found 33 matching component(s)

  • function index_documents_example

    A demonstration function that indexes documents from a specified folder using a DocumentIndexer, creating the folder if it doesn't exist, and displays indexing results and collection statistics.

    File: /tf/active/vicechatdev/docchat/example_usage.py

    document-indexing example tutorial demonstration RAG

  • function basic_rag_example

    Demonstrates a basic RAG (Retrieval-Augmented Generation) workflow by initializing a DocChatRAG engine, executing a sample query about document topics, and displaying the response with metadata.

    File: /tf/active/vicechatdev/docchat/example_usage.py

    rag retrieval-augmented-generation example demo document-chat

  • function extensive_mode_example

    Demonstrates the usage of DocChatRAG's extensive mode for detailed document analysis with a sample query about methodologies.

    File: /tf/active/vicechatdev/docchat/example_usage.py

    example demo RAG retrieval-augmented-generation extensive-mode

  • function full_reading_example

    Demonstrates the full reading mode of a RAG (Retrieval-Augmented Generation) system by processing all documents to answer a comprehensive query about key findings.

    File: /tf/active/vicechatdev/docchat/example_usage.py

    example demonstration RAG retrieval-augmented-generation full-reading

  • function conversation_example

    Demonstrates a multi-turn conversational RAG system with chat history management, showing how follow-up questions are automatically optimized based on conversation context.

    File: /tf/active/vicechatdev/docchat/example_usage.py

    RAG conversational-ai chat-history multi-turn-conversation context-management

  • function main_v73

    Orchestrates and executes a series of example demonstrations for the DocChat system, including document indexing, RAG queries, and conversation modes.

    File: /tf/active/vicechatdev/docchat/example_usage.py

    demo examples orchestration RAG document-chat

  • function main_v44

    Generates sample signature images (PNG files) for a predefined list of names and saves them to a 'signatures' directory.

    File: /tf/active/vicechatdev/document_auditor/generate_sample_signatures.py

    signature-generation image-processing file-creation audit-system setup-utility

  • function main_v88

    Entry point function that demonstrates document processing workflow by creating an audited, watermarked, and protected PDF/A document from a DOCX file with audit trail data.

    File: /tf/active/vicechatdev/document_auditor/main.py

    document-processing pdf-generation audit-trail watermarking pdf-a-compliance

  • function create_sample_data_v2

    Generates a synthetic dataset of 200 poultry research records with multiple treatment groups, challenge regimens, and performance metrics for demonstration purposes.

    File: /tf/active/vicechatdev/vice_ai/smartstat_scripts/5a059cb7-3903-4020-8519-14198d1f39c9/analysis_1.py

    data-generation synthetic-data poultry-research veterinary coccidiosis

  • class FileCloudIntegration

    Manages integration with FileCloud for document storage and metadata

    File: /tf/active/vicechatdev/CDocs/utils/filecloud_integration.py

    class filecloudintegration

  • 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 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

  • function main_v106

    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 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

  • function main_v37

    Demonstrates example usage of the VendorEmailExtractor class by searching for vendor emails across Office 365 mailboxes and displaying results.

    File: /tf/active/vicechatdev/find_email/vendor_email_extractor.py

    example demo vendor-email-extraction office365 microsoft-graph

  • function main_v107

    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

  • class FileCloudIntegration_v1

    Manages integration with FileCloud for document storage and metadata

    File: /tf/active/vicechatdev/CDocs single class/utils/filecloud_integration.py

    class filecloudintegration

  • function create_handwritten_question

    Generates a synthetic handwritten-style question image about photosynthesis with formatted text and decorative elements, saved as a PNG file.

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

    image-generation demo testing PIL Pillow

  • function create_instruction_diagram

    Generates a sample instructional diagram image showing step-by-step coffee making instructions with text, lines, shapes, and an arrow pointing to a coffee maker illustration.

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

    image-generation PIL Pillow diagram instructions

  • function create_math_problem

    Generates a PNG image file containing a sample algebra math problem with workspace lines for solving.

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

    image-generation PIL Pillow math-problem education

  • function run_demo

    Orchestrates a complete demonstration of an E-Ink LLM Assistant by creating three sample handwritten content files (question, instruction diagram, math problem) and processing each through an AI pipeline.

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

    async demo e-ink llm handwriting

  • function demo_graphics_generation

    Demonstrates the generation of three types of graphics (bar chart, process diagram, and mathematical illustration) using the GraphicsGenerator class with e-ink optimized styling.

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

    demo graphics-generation async visualization chart

  • function demo_hybrid_response

    Demonstrates end-to-end hybrid response processing by converting an LLM response containing text and graphics placeholders into a formatted PDF document.

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

    demo hybrid-response pdf-generation graphics-processing async

  • function demo_placeholder_parsing

    Demonstrates the parsing of graphics placeholders embedded in text by extracting and displaying placeholder metadata including type, description, ID, and parameters.

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

    demo testing placeholder-parsing graphics text-processing

  • function main_v59

    Orchestrates a comprehensive demonstration of E-Ink LLM hybrid mode capabilities, running three sequential demos showcasing graphics generation, placeholder parsing, and complete hybrid response processing.

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

    async demo orchestration e-ink hybrid-mode

  • function test_compact_formatter

    A test function that demonstrates the CompactResponseFormatter's ability to compress verbose LLM responses by converting a lengthy mathematical explanation into a more compact format.

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

    testing unit-test formatter compression text-processing

  • function demo_improvement_comparison

    A demonstration function that displays a before-and-after comparison of response formatting improvements, showing the evolution from verbose to compact, symbol-rich formatting optimized for e-ink displays.

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

    demonstration comparison formatting e-ink console-output

  • function test_auto_continuation_workflow

    Comprehensive test function that validates the auto-continuation workflow for multi-turn conversations, including session detection from PDFs, conversation context preservation, and automatic conversation switching.

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

    testing async workflow session-management conversation-continuation

  • function main_v104

    A test function that uploads a PDF document to a reMarkable tablet folder using the folder's hash value as the parent identifier instead of its UUID, then verifies the upload through replica synchronization.

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

    remarkable tablet upload pdf cloud-sync

  • function main_v67

    Demo function that showcases the reMarkable upload functionality by authenticating a user session and initializing an upload manager with available operations menu.

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

    demo authentication remarkable upload-manager initialization

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