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Found 35 matching component(s)

class LLMMessage

A simple dataclass that represents a message for Large Language Model (LLM) interactions, containing only the message content as a string.

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

dataclass message llm data-container language-model
class Config_v5

A dataclass that stores configuration settings for a ChromaDB cleanup process, including connection parameters, cleaning/clustering options, and summarization settings.

File: /tf/active/vicechatdev/chromadb-cleanup/src/config.py

configuration dataclass chromadb settings cleanup
class ChatConfiguration

A dataclass that stores configuration settings for a chat interface integrated with a RAG (Retrieval-Augmented Generation) engine, managing search parameters, data sources, and model settings.

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

configuration dataclass RAG chat settings
class ChatMessage

A dataclass representing an individual chat message in a conversation, with support for serialization to and from dictionaries.

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

chat message dataclass conversation serialization
class ChatSession_v1

A dataclass representing a chat session associated with a specific text section in a document, managing conversation messages, context, and references.

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

chat session-management conversation dataclass serialization
class TextSectionVersion

A dataclass representing a single version in the history of a text section's content, tracking changes, authorship, and timestamps.

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

version-control dataclass serialization history-tracking text-management
class DocumentVersion

A dataclass that represents a versioned snapshot of a document, capturing its structure, metadata, and change history at a specific point in time.

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

version-control document-management dataclass serialization audit-trail
class TextSection

A dataclass representing a text section entity with versioning, chat interface, data analysis capabilities, and metadata management.

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

dataclass document-management versioning content-management chat-interface
class DataSection

A dataclass representing a dedicated data analysis section that stores analysis results, plots, dataset information, and conclusions separately from text content.

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

dataclass data-analysis serialization versioning content-management
class DocumentSection_v1

A dataclass representing a reference to a section (TextSection or DataSection) within a document structure, supporting hierarchical organization and section type differentiation.

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

dataclass document-structure reference serialization hierarchy
class Document

A dataclass representing a document with hierarchical structure, versioning, metadata, and collaboration features.

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

document-management dataclass versioning collaboration serialization
class DataSource

A dataclass that represents configuration for various data sources, supporting file-based, SQL database, and query-based data access patterns.

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

dataclass configuration data-source serialization sql
class AnalysisConfiguration

A dataclass that encapsulates configuration parameters for statistical analysis operations, including analysis type, variables, and statistical thresholds.

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

configuration statistical-analysis dataclass serialization analysis-parameters
class DataAnalysisSession_v1

A dataclass representing a statistical analysis session that is linked to specific document sections, managing analysis state, messages, plots, and configuration.

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

dataclass analysis session-management state-tracking data-analysis
class AnalysisResult_v1

A dataclass that encapsulates the results from statistical analysis operations, including metadata, file paths, and timestamps.

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

dataclass statistical-analysis result-container serialization data-structure
class DataSource_v1

A dataclass that encapsulates configuration for various data sources used in analysis, supporting file-based, SQL database, and query-based data sources.

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

dataclass configuration data-source sql database
class DataAnalysisSession

A dataclass representing a data analysis session that is linked to a specific text section within a document, managing conversation messages, analysis results, plots, and configuration.

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

data-analysis session-management dataclass serialization conversation
class AnalysisResult_v1

A dataclass that encapsulates results from statistical analysis operations, providing structured storage and serialization capabilities for analysis outputs.

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

dataclass statistical-analysis data-container serialization results-storage
class DataSource_v2

A dataclass that encapsulates configuration for various data sources including files, SQL databases, and SQL workflow metadata.

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

dataclass configuration data-source sql file-handling
class StatisticalSession

A dataclass representing a statistical analysis session that tracks metadata, configuration, and status of data analysis operations.

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

dataclass session-management statistical-analysis serialization metadata
class AnalysisStep

A dataclass representing an individual step in an analysis process, tracking execution details, scripts, outputs, and metadata for each step in a data analysis workflow.

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

dataclass analysis workflow tracking execution
class AnalysisResult

A dataclass that encapsulates the results from statistical analysis operations, including metadata, file paths, and timestamps.

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

dataclass statistical-analysis result-container data-structure analysis-output
class TableInfo

A dataclass that encapsulates comprehensive metadata about a database table, including schema information, columns, keys, and data quality metrics.

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

dataclass database metadata schema table-info
class DatabaseInfo

A dataclass that encapsulates complete database schema information including tables, columns, relationships, and metadata for a specific database instance.

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

database schema metadata dataclass serialization
class AnalysisRequest

A dataclass that encapsulates an analysis request combining data retrieval requirements and statistical analysis specifications.

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

dataclass analysis request data-retrieval statistical-analysis
class QueryIteration

A dataclass representing a single iteration in an iterative SQL query generation and evaluation workflow, capturing the query, its results, assessment, and improvement suggestions.

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

dataclass sql query-generation iteration evaluation
function query_iteration_to_dict

Instance method that serializes a QueryIteration object into a dictionary representation, including iteration metadata, SQL query details, data shape, and assessment information.

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

serialization dictionary-conversion data-transformation query-iteration sql-workflow
class TableSelectionResult

A dataclass that encapsulates the results of a table selection operation, including selected tables, reasoning, confidence score, and suggested joins.

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

dataclass table-selection database query-generation sql
class SqlGenerationResult

A dataclass that encapsulates the results of an SQL query generation operation, including the generated query, explanation, confidence score, and metadata about database objects used.

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

dataclass sql-generation query-metadata result-container database
class IterationResult

A dataclass that encapsulates the complete results of a single iteration in a two-pass process, including table selection, SQL generation, and execution outcomes.

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

dataclass result-container iteration-tracking sql-execution query-generation
class DatabaseSchema

A dataclass that represents comprehensive database schema information, including table structures, columns, relationships, and categorizations for SQL database introspection and query generation.

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

database schema metadata introspection SQL
class ConnectionConfig

A dataclass that stores and manages database connection configuration parameters for SQL Server connections, providing methods to load from config files and generate connection strings.

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

database configuration sql-server connection dataclass
class StatisticalSession_v1

A dataclass representing a statistical analysis session that tracks user data analysis workflows, including data sources, configurations, and execution status.

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

dataclass session-management statistical-analysis serialization state-tracking
class AnalysisStep_v1

A dataclass representing an individual step in an analysis process, tracking execution details, scripts, outputs, and errors for a specific analysis operation.

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

dataclass analysis workflow tracking execution
class DatabaseSchema_v1

A dataclass that represents database schema information, including table categories, relationships, and system architecture. Provides functionality to load schema from JSON files.

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

database schema metadata dataclass json

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Search Results for "dataclass"

class LLMMessage

class Config_v5

class ChatConfiguration

class ChatMessage

class ChatSession_v1

class TextSectionVersion

class DocumentVersion

class TextSection

class DataSection

class DocumentSection_v1

class Document

class DataSource

class AnalysisConfiguration

class DataAnalysisSession_v1

class AnalysisResult_v1

class DataSource_v1

class DataAnalysisSession

class AnalysisResult_v1

class DataSource_v2

class StatisticalSession

class AnalysisStep

class AnalysisResult

class TableInfo

class DatabaseInfo

class AnalysisRequest

class QueryIteration

function query_iteration_to_dict

class TableSelectionResult

class SqlGenerationResult

class IterationResult

class DatabaseSchema

class ConnectionConfig

class StatisticalSession_v1

class AnalysisStep_v1

class DatabaseSchema_v1

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