History

Kye Gomez ede23de101 [MIGRATION][gpt-4o to gpt-4.1] [FEATURE][AOP][Agent orchestration Protocol]++[DOCS] [Examples]		1 week ago
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agent_loader	[FIX][Board of Directors] [CLEANUP __INITS__] [New Examples for livestream]	2 months ago
communication_examples	[FIX][AgentLoader] [NEW DOCS][MKDOCS.yaml]	2 months ago
misc	[MIGRATION][gpt-4o to gpt-4.1] [FEATURE][AOP][Agent orchestration Protocol]++[DOCS] [Examples]	1 week ago
telemetry	examples cleanup	3 months ago
README.md	example readme	2 weeks ago
concurrent_wrapper_examples.py	examples -- concurrent examples and api rate limits examples	3 months ago

README.md

Utils Examples

This directory contains utility examples and helper functions for various Swarms operations.

Agent Loader

agent_loader_demo.py - Agent loading demonstration
claude_code_compatible.py - Claude code compatibility
finance_advisor.md - Finance advisor documentation
multi_agents_loader_demo.py - Multi-agent loading demo

Communication Examples

duckdb_agent.py - DuckDB database agent
pulsar_conversation.py - Apache Pulsar messaging
redis_conversation.py - Redis-based conversations
sqlite_conversation.py - SQLite conversation storage

Concurrent Wrapper

concurrent_wrapper_examples.py - Concurrent execution wrapper examples

Miscellaneous

agent_map_test.py - Agent mapping testing
conversation_simple.py - Simple conversation handling
conversation_test_truncate.py - Conversation truncation testing
conversation_test.py - Conversation testing
csvagent_example.py - CSV processing agent
dict_to_table.py - Dictionary to table conversion
swarm_matcher_example.py - Swarm matching utilities
test_load_conversation.py - Conversation loading tests
visualizer_test.py - Visualization testing

AOP (Aspect-Oriented Programming)

client.py - AOP client implementation
test_aop.py - AOP testing

Conversation Structure

conversation_example_supabase.py - Supabase conversation example

Telemetry

class_method_example.py - Class method telemetry
example_decorator_usage.py - Decorator usage examples