agent-framework
★ 10.9k
vs
conductor
★ 12.8k
agent-framework vs conductor
agent-framework: Microsoft Agent Framework is a comprehensive multi-language framework for building, orchestrating, and deploying AI agents. It supports both .NET and Python, offering features from simple chat agents to complex multi-agent workflows with graph-based orchestration.; conductor: Conductor is a Netflix-developed platform designed to orchestrate complex workflows across microservices, supporting creation via JSON and code. However, Netflix discontinued its official OSS maintenance on December 13, 2023, while encouraging community forks and continued development.
01
TL;DR
Choose agent-framework if…Developing simple chat agents.
Choose conductor if…Coordinating complex business processes involving multiple microservices.
02
Side-by-Side Comparison
03
Features
agent-framework01Graph-based Workflows with streaming, checkpointing, human-in-the-loop, and time-travel capabilities.
02AF Labs for experimental features including benchmarking, reinforcement learning, and research initiatives.
03Interactive DevUI for agent development, testing, and debugging workflows.
04Full framework support for both Python and C#/.NET with consistent APIs.
05Built-in OpenTelemetry integration for distributed tracing, monitoring, and debugging.
conductor01Orchestrates workflows across microservices.
02Supports workflow creation using JSON and SDKs (multiple languages).
03Provides various persistence and indexing options (e.g., Redis, Cassandra, Elasticsearch).
04Offers a Node.js-based UI for management.
05Includes system tasks for HTTP requests and JSON evaluation (jq).
04
Use Cases
agent-framework↳Developing simple chat agents.
↳Building complex multi-agent workflows.
↳Orchestrating AI agents using graph-based methodologies.
conductor↳Coordinating complex business processes involving multiple microservices.
↳Building resilient and scalable distributed systems.
↳Automating long-running, multi-step tasks.
05
Best For
agent-frameworkTrendingEssential
conductorMost PopularTrendingEssential
FAQ
FAQ
What is the difference between agent-framework and conductor?
Both agent-framework and conductor are in the Observability category. agent-framework has 10.9k stars, while conductor has 12.8k stars.
Which is better, agent-framework or conductor?
The best choice depends on your use case. Choose agent-framework if Developing simple chat agents., and conductor if Coordinating complex business processes involving multiple microservices..
Is agent-framework free or open source?
Yes, agent-framework is open source on GitHub (MIT).
Is conductor free or open source?
Yes, conductor is open source on GitHub (Apache-2.0).
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