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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

Agents
Workflows
Helpers
Backend
Memory
Templates
Tools
Serve

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

Serve

acp.py: Expose agents as an ACP server
acp_with_custom_agent.py: Implement an ACP factory and expose custom agents as an ACP server
mcp_tool.py: Expose tools as MCP server