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@v1r3n v1r3n commented Feb 6, 2026

Summary

Major SDK improvements including documentation rewrite, new agentic workflow examples, and expanded LLM task type support.

Key Changes

Documentation

  • Complete README.md rewrite with 60-second quickstart
  • Updated examples/README.md with new example paths and learning path

New Agentic Workflow Examples (all tested and working)

  • llm_chat.py - Automated multi-turn science Q&A
  • llm_chat_human_in_loop.py - Interactive chat with WAIT tasks
  • multiagent_chat.py - Moderator + 2 agent debate system
  • function_calling_example.py - LLM dispatches Python tool functions
  • mcp_weather_agent.py - MCP tool integration

New LLM Task Types

  • ChatMessage model
  • CALL_MCP_TOOL, LIST_MCP_TOOLS
  • TOOL_CALL, ToolSpec
  • GENERATE_AUDIO, GENERATE_IMAGE
  • LLM_SEARCH_EMBEDDINGS, LLM_STORE_EMBEDDINGS

Bug Fixes

  • Fixed ui_host calculation in configuration.py

Tests

  • Added E2E integration tests for all agentic examples (4/4 passing)
  • Added unit tests for AI workflow structure
  • Added tests for new LLM task types

v1r3n added 8 commits February 5, 2026 20:40
- Add 4 new agentic workflow examples: llm_chat, llm_chat_human_in_loop,
  multiagent_chat, and function_calling_example
- Move mcp_weather_agent to examples/agentic_workflows/
- Remove replaced Orkes-specific examples (8 files)
- Add E2E integration test suite for all agentic examples (4/4 passing)
- Update README.md and examples/README.md with new example paths
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