Changelog

New Features:

User Control Flows: This is the beta release of Agno’s Human-in-the-loop flows and tools.
- We now allow agent runs to be paused awaiting completion of certain user requirements before the agent can continue.
- This also adds the agent.continue_run and agent.acontinue_run functions.
- The control flows that are available:
  - User confirmation flow → Decorate a function with @tool(requires_confirmation=True) and the agent will expect user confirmation before executing the tool.
  - User input required → Decorate a function with @tool(requires_user_input=True) to have the agent stop and ask for user input before continuing.
  - External tool execution → Decorate a function with @tool(external_execution=True) to indicate that you will execute this function outside of the agent context.
  - Dynamic user input → Add UserControlFlowTools() to an agent to give the agent the ability to dynamically stop the flow and ask for user input where required.
- See a host of examples here.
- We would appreciate any feedback from the community!
Mem0 Toolkit: Added a toolkit for managing memories in Mem0.
Firecrawl Search: Added support for Firecrawl web search in FirecrawlTools.

Firecrawl Tools and Reader: Fixed parameter parsing for the Firecrawl reader and tools.
Include/Exclude on all Tools: Ensure all toolkits support include_tools and exclude_tools.

feat: Imagen-4 example by @Mustafa-Esoofally in #3281
fix: Firecrawl params by @Mustafa-Esoofally in #3258
feat: refactor apps structure by @Ayush0054 in #3260
Added a parameter to configure auto_suggest in wikipedia.summary by @djoek in #3205
feat: add mongodb hybrid search support by @kausmeows in #3262
feat: Implementation for user approval pause flow by @dirkbrnd in #3243
feat: add logic to track eval runs by @manuhortet in #3019
feat: Create implementation for function paused for external execution by @dirkbrnd in #3272
chore: update retriever cookbooks by @kausmeows in #3300
chore: clarify eval cookbooks by @manuhortet in #3294
feat: Create implementation for user input flow by @dirkbrnd in #3278
feat: mem0 memory toolkit by @Mustafa-Esoofally in #3028
chore: update cookbooks for teams observability by @kausmeows in #3308
[test] Add test case for FirecrawlReader params handling by @siddythings in #3286
feat: Add firecrawl search by @dirkbrnd in #3325
Fix: Improve user confirmation flow by @dirkbrnd in #3297
feat: User confirmation flow using run_id as reference only by @dirkbrnd in #3305
chore: migrate tools to use include/exclude_tools by @kausmeows in #3323
feat: Implement agentic user requirements flow by @dirkbrnd in #3322
update streamlit apps folder structure by @Ayush0054 in #3329
chore: Release 1.5.4 by @dirkbrnd in #3330

Full Changelog: v1.5.3...v1.5.4