examples

BeeAI Framework Examples

This repository contains examples demonstrating the usage of the BeeAI Framework, a toolkit for building AI agents and applications.

Table of Contents

1. Agents
2. Workflows
3. Helpers
4. Backend
5. Memory
6. Templates
7. Tools

Agents

• react.py: Basic ReAct Agent implementation
• simple.py: Simple agent implementation

Workflows

• simple.py: Introduction to workflows
• multi_agents.py: Multi-step sequential agentic workflow.

Helpers

• io.py: Input/Output helpers

Backend

• ollama.py: Ollama Chat-based language model usage
• watsonx.py: Watsonx Chat-based language model usage

LLM Providers

• ollama.py: Ollama model usage
• watsonx.py: Watsonx integration

Memory

• unconstrained_memory.py - Basic memory usage
• sliding_memory.py - Sliding window memory example
• token_memory.py - Token-based memory management
• summarize_memory.py - Summarization memory example
• agent_memory.py - Using memory with agents

Templates

• basic_template.py: Simple template
• functions.py: Template functions
• objects.py: Working with objects
• arrays.py: Working with arrays
• forking.py: Template forking
• system_prompt.py: Using templates with agents

Tools

• decorator.py: Tool creation using decorator
• duckduckgo.py: DDG Search Tool for searching the web
• openmeteo.py: Open-Meteo Tool for retrieving weather data