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BeeAI Framework

BeeAI Framework Community Update

July 15, 2025

Section titled “July 15, 2025”

🛠️ In Development: Runnable Interface

Section titled “🛠️ In Development: Runnable Interface”

We’re introducing a unified runnable interface that will standardize how components work across the entire BeeAI Framework.

Current State

Section titled “Current State”

Different components had different APIs

agent.run(input)
tool.execute(params)
workflow.process(data)

Future State

Section titled “Future State”

One consistent way to run agents, tools, and workflows.

Key benefits

Section titled “Key benefits”
  • Same patterns across all components
  • Better type safety with clear input/output types for everything
  • Consistent error handling and logging
  • Components can be swapped easily
  • Cleaner integrations

Currently in PR #911 [draft] - community feedback welcome!

🗺️ Roadmap

Section titled “🗺️ Roadmap”

Coming Next:

  1. Loader Module - Configure agents with YAML files
  2. Simplified Serving - Easier platform deployment
  3. Agent Consolidation - Single Agent class replaces multiple types
  4. Few-Shot Prompting - First-class framework support

💬 Community Input Needed

Section titled “💬 Community Input Needed”
  • Review PR #911 - your feedback shapes the final design
  • Share use cases - help us prioritize

Join the discussion: discord.gg/NradeA6ZNF

🙏 Thank You

Section titled “🙏 Thank You”

The BeeAI Framework is community-driven

Questions? Let’s discuss!