Dukkani

Retrieve complete document content by ID for detailed analysis and citation. Use this after finding relevant documents with the search tool to get complete information for analysis and proper citation.

Execute a Frappe report. IMPORTANT: Always call report_requirements(report_name) FIRST to get mandatory filters and valid options, then call this tool with explicit filters. Missing filters are auto-defaulted (dates, company) which often returns empty data. Supports Script Reports, Query Reports, and Custom Reports. Report Builder reports are not supported. Large/prepared reports are handled automatically with polling.

Get DocType metadata and field information

Retrieve detailed information about a specific Frappe document. Use when users ask for details about a particular record they know the name/ID of.

Search and list Frappe documents with optional filtering. Use this when users want to find records, get lists of documents, or search for data. This is the primary tool for data exploration and discovery.

Discover and search available Frappe business reports across all modules. Use this tool to find the appropriate report for business questions before attempting custom data analysis. Returns a list of available reports with descriptions, modules, and types. Available reports include Sales Analytics, Territory Analysis, Customer Reports, P&L Statement, Balance Sheet, Receivables/Payables, Inventory Reports, Item Movement, Stock Valuation, Payroll, Attendance, and Leave Reports. Always search for existing reports first before building custom queries or analysis.

Get report metadata including required and optional filters, columns, and execution requirements for Script Reports, Query Reports, and Custom Reports. Use this tool before executing reports to understand what filters are mandatory, what exact filter values are valid, and how to structure the report request. This prevents filter errors and helps plan successful report execution. Returns complete report metadata including filter definitions with field types (Link, Select, Date), valid enum options for select fields, column structure, report type, and capabilities. IMPORTANT: Use this FIRST before calling generate_report to understand what exact filter values are needed - Link fields require exact database names (e.g., exact Company name, Customer name), Select fields show valid enum values. Essential when generate_report returns filter errors or when planning complex report execution. NOTE: Report Builder reports are not supported as they are simple DocType list views without business logic.

Search for documents using OpenAI Vector Store search. Returns a list of search results with basic information. Use the fetch tool to get complete document content.

Search within a specific DocType

Global search across all accessible documents