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multi-agent workflows

  • ByteChef

    ByteChef

    An extensible AI agent framework for designing, testing, and deploying multi-agent workflows with custom skills.
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    What is ByteChef?
    ByteChef offers a modular architecture to build, test, and deploy AI agents. Developers define agent profiles, attach custom skill plugins, and orchestrate multi-agent workflows through a visual web IDE or SDK. It integrates with major LLM providers (OpenAI, Cohere, self-hosted models) and external APIs. Built-in debugging, logging, and observability tools streamline iteration. Projects can be deployed as Docker services or serverless functions, enabling scalable, production-ready AI agents for customer support, data analysis, and automation.
    ByteChef Core Features
    • Multi-agent orchestration
    • Custom skill plugin system
    • Web-based IDE with visual workflow builder
    • LLM integration (OpenAI, Cohere, custom models)
    • Debugging, logging, and observability tools
    • API and external service connectors
    • Scalable deployment via Docker/serverless
    ByteChef Pro & Cons

    The Pros

    Open-source and community-driven development
    Supports building complex multi-step AI agents for workflow automation
    Wide range of pre-built integrations with popular apps and services
    Flexible deployment options including cloud and on-premise
    Enterprise-grade security and performance
    Supports various LLMs including OpenAI and self-hosted models
    Easy to use for both non-technical teams and developers
    ByteChef Pricing
    Has free planNo
    Free trial details7-day free trial
    Pricing modelFree Trial
    Is credit card requiredNo
    Has lifetime planNo
    Billing frequencyMonthly

    Details of Pricing Plan

    Enterprise

    0 USD
    • Everything in Growth, plus
    • Custom amount of tasks
    • Self-hosting options
    • Unlimited workspaces
    • API Platform
    • Audit logs
    • Log streaming
    • Single Sign-On
    • External secret store integration
    • Environments & Version control using Git
    • Scaling options
    • Custom Component Builder
    • Custom log retention
    • Priority Support & SLAs

    Starter

    29 USD
    • 1000 tasks / month, then $1/1000 tasks
    • 1 workspace
    • 1 user
    • All standard components
    • Unlimited workflows
    • 7-days log retention
    • Community support

    Growth

    169 USD
    • Everything in Starter, plus
    • 3 workspaces
    • Unlimited users
    • Custom components
    • Role-based access control
    • Environments
    • Advanced alerts
    • API Access
    • 30-days log retention
    • Email support
    For the latest prices, please visit: https://www.bytechef.io/pricing
  • Playbooks AI

    Playbooks AI

    Playbooks AI is an open-source low-code framework to design, deploy, and manage custom AI agents with modular workflows.
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    What is Playbooks AI?
    Playbooks AI is a developer framework for building AI agents through a declarative playbook DSL. It enables integration with various LLMs, custom tools, and memory stores. With a CLI and web UI, users can define agent behavior, orchestrate multi-step workflows, and monitor execution. Features include tool routing, stateful memory, version control, analytics, and multi-agent collaboration, making it easy to prototype and deploy production-ready AI assistants.
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