[Roadmap] AutoGen Studio Roadmap #4006
Description
What feature would you like to be added?
Current version of AutoGen Studio (AGS) is based on the AutoGen 0.2x api.
As the AgentChat api becomes more stable, this issue will track efforts to rebase AutoGen Studio on the AgentChat api.
Issues
Issues for AGS are tracked here. (It is recommended that issues with the needs-design label be discussed before any implementation).
- Enable file upload as part of task in AGS .... #5773
- Support Approval Func in BaseTool in AgentChat #5891
- Test Magentic One in AGS, Add Documentation #5751
- Component Generation Support in AGS
- Support a wider range of termination conditions in AGS #6163
- Enable background tasks in AGS
- Enable simple evals in AGS
- Data collection support for FT
- Support embedding func in ChromaDB memory #6267
- Ability to side by side compare team configurations in AGS #4273
- Adding Memory Components (useful for RAG workflows) in AGS #4707
- Ability to "replay" agent run session visualization #4221
- AGS - Ability to View Files in UI #5096
- Implement tour feature for AGS ... a guide that tells users where to find important things when thye first launch the tool
- Enable support for Memory as a first class component in AGS #4264
- Use External termination condition to stop execution in AGS #4376
- Support multimodal tasks in AGS #4708
- Enable launching AGS from python Start Studio directly from AgentChat #4335
- Improve installation of AGS via a bundled dmg or exe file #4621
- Add mechanism for tool dependencies in AGS (installation, secrets) #4263
- Document process for supporting new types of Agents and Teams in AGS #4242
- [Feature Request]: AutoGenStudio supports automatically identifying and setting skill names and descriptions #3531
- Enable Audio input in AGS [Issue]: Accessible Interface for Autogen Studio & updated multimodal agents #1519
- Enable True Graph-Based Execution flow Pattern in AgentChat #4623
- Ability to Test Model Components in AGS #5728
- Add authentication infrastructure for AGS #4350
- Add ChromaDBVectorMemory in Extensions #5308
- Add Default Model Client in AGS #5685
- Support Anthropic Client in AutoGen Studio
- Support Anthropic Client in AutoGen v0.4 and Studio #5708
- Test and improve Team/Agent Creation UX in AGS #5406
- Support visualization of model streaming chunks in AutoGen Studio #5627
- Support environment variables in AutoGenStudio #5662
- Make AutoGen Studio Gallery feature use a database (rather than localstorage) #5619
- Support LocalPythonCodeExecution in AGS #5009
- Add validation UX +API for all components in AGS #4616
- Create API for listing supported agents/teams in AGS UI #4012
- Add test team button in team builder in AGS. #5392
- Improve Observability ( LLMEvents and other System Events) in AutoGen Studio #5440
- Add deployment support in AGS #4710
- Make AgentChat Components Support Declarative Specifications. #4439
- Add support for AOAI in AGS #4709
- Add v1 documentation for AutoGen Studio to v0.4 website. #4706
- Ability to attach 3rd party or local gallery of components to AGS #4203
- Improve AGS ComponentFactory spec to add provider class #4388
- Implement a drag and drop team builder interface for AGS #4202
- Enable v1 support for WebSurfer Agent in AGS #4290
- Support the ability to to save and review "sessions" in AGS #4222
- Add support for combinations of termination conditions in AGS #4325
- v1 for AGS Spec Provider Class #4007
- Update AGS Database Layer to Fit AutoGen AgentChat api #4008
- Implement WebSocketHandler to stream agent messages to AGS UI #4009
- Update AGS UI to fit new teams concepts in AgentChat #4010
- Add support for a the AgentChat AssistantAgent, RoundRobinChat in AGS UI #4095
- Real-time visualization of AGS agent message exchange for improved debugging #4067
- Support Human Input Mode in AGS with AgentChat #4011
- Add a configuration manager to AGS to enable loading component specs to DB #4189
- Add support for SelectorGroupChat in AGS #4190
- Persist side bar selection in AGS to localstorage #4191
- Upgrade AGS UI - Color Scheme v1 #4098
Why is this needed?
Current version of AutoGen Studio (AGS) is based on the AutoGen 0.2x api.
As the AgentChat api becomes more stable, this issue will track efforts to rebase AutoGen Studio on the AgentChat api.
Early recording of functionality
ags_update.mp4
Where Can I Give Feedback?
In this discussion thread here - #4208
I want to try it out - Is there a build I can try?
Yes - dev releases are available on pypi. Please check them out and share feedback.
Example below (verify the latest dev build before trying)
pip install autogenstudio==0.4.0.dev37