Jeumpa LLM — Tools Module

Native tool execution capabilities for real-world actions

Overview

The Tools module enables Jeumpa LLM to execute real-world actions through native tool integration. Each tool is designed for safety, efficiency, and seamless agent orchestration with automatic input/output validation.

6
Core Tools
90+
Functions
Auto
Validation

Core Tools

🔍
Web Search

Real-time information retrieval from the web with intelligent query formulation and result filtering.

Google/Bing API Snippets URL Extraction Content Summarization
💻
Code Execution

Safe Python code execution with sandboxed environment, output capture, and error handling.

Python 3.12 Sandboxed Timeout Control Output Capture
📁
File Operations

Read, write, patch, and search files with atomic operations and automatic backup.

Read/Write Patch Search Files Auto Backup
🗄️
Database Query

SQLite database operations with row-level security, parameterized queries, and result formatting.

SQLite RLS Parameterized JSON Output
🔌
API Integration

REST/GraphQL API calls with automatic authentication, rate limiting, and response parsing.

REST GraphQL Auth Headers Rate Limit
Terminal Commands

Shell command execution with working directory control, timeout, and output streaming.

Bash Workdir Timeout Streaming

Integration Patterns

1
Tool Discovery
LLM identifies required tool based on user request and available capabilities
2
Parameter Validation
Automatic input validation with schema checking and type conversion before execution
3
Safe Execution
Tool runs in sandboxed environment with timeout, resource limits, and error handling
4
Result Processing
Output captured, formatted, and returned to LLM for response generation
5
Agent Coordination
Multi-agent scenarios: tools can be delegated to specialized agents with context sharing

V2.0 Enhancements

MCP Integration
Model Context Protocol for standardized tool definitions and discovery
Plugin System
Dynamic plugin loading for custom tools with hot-reload support
Function Calling
Structured output validation for reliable function parameter extraction
Tool Chaining
Composite tool execution with output passing between sequential tools