hana.ai

Contents:

  • Generative AI Toolkit for SAP HANA Cloud
    • Prerequisites
    • ContextAgent with HANAML Toolkit
    • HANA Vector Store and Knowledge Base API
    • Create Code Template Tool and Add Knowledge Bases to It
    • Create HANA Dataframe Agent and Execute Task
    • Smart DataFrame
  • Changelog
  • hana_ai.agents
    • hana_dataframe_agent
      • create_hana_dataframe_agent
        • create_hana_dataframe_agent()
    • hana_sql_agent
      • create_hana_sql_agent
        • create_hana_sql_agent()
    • context_agent
      • ContextAgent
        • ContextAgent
  • hana_ai.tools
    • agent_as_a_tool
      • AgentAsATool
        • AgentAsATool
    • code_template_tools
      • GetCodeTemplateFromVectorDB
        • GetCodeTemplateFromVectorDB
    • hana_ml_tools
      • AdditiveModelForecastFitAndSave
        • AdditiveModelForecastFitAndSave
      • AdditiveModelForecastLoadModelAndPredict
        • AdditiveModelForecastLoadModelAndPredict
      • MassiveAdditiveModelForecastFitAndSave
        • MassiveAdditiveModelForecastFitAndSave
      • MassiveAdditiveModelForecastLoadModelAndPredict
        • MassiveAdditiveModelForecastLoadModelAndPredict
      • AutomaticTimeSeriesFitAndSave
        • AutomaticTimeSeriesFitAndSave
      • AutomaticTimeSeriesLoadModelAndPredict
        • AutomaticTimeSeriesLoadModelAndPredict
      • AutomaticTimeSeriesLoadModelAndScore
        • AutomaticTimeSeriesLoadModelAndScore
      • CAPArtifactsTool
        • CAPArtifactsTool
      • GetPALPipelineInfo
        • GetPALPipelineInfo
      • GetAutoMLConfigDict
        • GetAutoMLConfigDict
      • ModifyAutoMLConfigDict
        • ModifyAutoMLConfigDict
      • ImportCSVToTableTool
        • ImportCSVToTableTool
      • SplitTableForForecastingTool
        • SplitTableForForecastingTool
      • FetchDataTool
        • FetchDataTool
      • HDIArtifactsTool
        • HDIArtifactsTool
      • IntermittentForecast
        • IntermittentForecast
      • ListModels
        • ListModels
      • DeleteModels
        • DeleteModels
      • DisplayConfigDict
        • DisplayConfigDict
      • SelectStatementToTableTool
        • SelectStatementToTableTool
      • AccuracyMeasure
        • AccuracyMeasure
      • TimeSeriesCheck
        • TimeSeriesCheck
      • StationarityTest
        • StationarityTest
      • TrendTest
        • TrendTest
      • SeasonalityTest
        • SeasonalityTest
      • WhiteNoiseTest
        • WhiteNoiseTest
      • TSMakeFutureTableTool
        • TSMakeFutureTableTool
      • TSOutlierDetection
        • TSOutlierDetection
      • TimeSeriesDatasetReport
        • TimeSeriesDatasetReport
      • ForecastLinePlot
        • ForecastLinePlot
    • graph_tools
      • ObjectDiscoveryTool
        • ObjectDiscoveryTool
      • DataRetrievalTool
        • DataRetrievalTool
    • df_tools
      • AutomaticTimeSeriesFitAndSave
        • AutomaticTimeSeriesFitAndSave
      • AutomaticTimeSeriesLoadModelAndPredict
        • AutomaticTimeSeriesLoadModelAndPredict
      • AutomaticTimeSeriesLoadModelAndScore
        • AutomaticTimeSeriesLoadModelAndScore
      • FetchDataTool
        • FetchDataTool
      • TSOutlierDetection
        • TSOutlierDetection
      • TimeSeriesDatasetReport
        • TimeSeriesDatasetReport
    • hana_ml_toolkit
      • HANAMLToolkit
        • HANAMLToolkit
    • hana_ml_tools.utility
      • build_context_agent_mcp_tools()
      • ensure_mcp_audit_log()
      • fetch_mcp_audit_rows()
      • fetch_hana_session_context()
      • fetch_hana_appsource_pack()
      • fetch_hana_mcp_audit_view()
      • build_appsource_pack()
      • parse_appsource_pack()
      • find_free_port()
      • DEFAULT_MCP_SESSION_CONTEXT_KEYS
      • APPLICATIONSOURCE_MAX_BYTES
      • APPLICATIONSOURCE_FIELD_ORDER
      • HANA_MCP_AUDIT_VIEW_COLUMNS
      • MCP_BEACON_SQL_MARKER
      • MCP session auditing
        • What lands on the HANA side automatically
        • Querying HANA-side without an audit policy
        • Querying HANA-side with an audit policy
        • HANA-side field reference
        • Inspecting a live MCP connection's pack
  • hana_ai.retrieval
    • Clients
      • ObjectDiscovery
        • ObjectDiscovery
      • DataRetrieval
        • DataRetrieval
      • RetrievalBase
        • RetrievalBase
  • hana_ai.vectorstore
    • code_templates
      • get_code_templates
        • get_code_templates()
    • embedding_service
      • PALModelEmbeddings
        • PALModelEmbeddings
      • HANAVectorEmbeddings
        • HANAVectorEmbeddings
    • hana_vector_engine
      • HANAMLinVectorEngine
        • HANAMLinVectorEngine
    • union_vector_stores
      • UnionVectorStores
        • UnionVectorStores
    • pal_cross_encoder
      • PALCrossEncoder
        • PALCrossEncoder
  • hana_ai.smart_dataframe
    • SmartDataFrame
      • SmartDataFrame.configure()
      • SmartDataFrame.ask()
      • SmartDataFrame.transform()
  • FAQS
hana.ai
  • Welcome to hana.ai's documentation!
  • View page source
Next

Welcome to hana.ai's documentation!

Contents:

  • Generative AI Toolkit for SAP HANA Cloud
    • Prerequisites
    • ContextAgent with HANAML Toolkit
    • HANA Vector Store and Knowledge Base API
    • Create Code Template Tool and Add Knowledge Bases to It
    • Create HANA Dataframe Agent and Execute Task
    • Smart DataFrame
  • Changelog
  • hana_ai.agents
    • hana_dataframe_agent
    • hana_sql_agent
    • context_agent
  • hana_ai.tools
    • agent_as_a_tool
    • code_template_tools
    • hana_ml_tools
    • graph_tools
    • df_tools
    • hana_ml_toolkit
    • hana_ml_tools.utility
  • hana_ai.retrieval
    • Clients
  • hana_ai.vectorstore
    • code_templates
    • embedding_service
    • hana_vector_engine
    • union_vector_stores
    • pal_cross_encoder
  • hana_ai.smart_dataframe
    • SmartDataFrame
  • FAQS

Indices and tables

  • Search Page

© Copyright 2026, SAP.

Built with Sphinx using a theme provided by Read the Docs.