Fix issue here in this discussion -
https://github.com/microsoft/autogen/discussions/4208#discussioncomment-12394408
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## Why are these changes needed?
Fix bug in AGS UI where frontend crashes because the default team config
is null
- update /teams endpoint to always return a default team if none is
found for the user
- update UI to check for team before rendering
- also update run_id type to be autoincrement int (similar to team id)
instead of uuid. This helps side step the migration failed errors
related to UUID type when using an sqlite backend
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solves. -->
## Related issue number
<!-- For example: "Closes #1234" -->
## Checks
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introduced in this PR.
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---------
Co-authored-by: Ryan Sweet <rysweet@microsoft.com>
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## Why are these changes needed?
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solves. -->
(I'm not familiar with English, so I use Goggle translation a lot. So
please forgive me if I say something rude.)
I started autogen-studio and opened the page in the browser, nothing was
rendered.
I checked using the Developer tool, the following error appeared:
```
TypeError: Cannot read properties of null (reading 'label')
at editor.tsx:114:42
```
I check the implementation, it looks like `team.component` is `null`,
which seems to be caused during initialization process when the team is
not registered.
[source](78ff883d24/python/packages/autogen-studio/frontend/src/components/views/playground/manager.tsx (L199))
So I fixed the issue where the gallery wasn't being retrieved which was
causing the issue.
### Reproduce bug
1. clone this repository
2. open devcontainer(`python/packages/autogen-studio`)
3. Running the application
```sh
cd frontend
yarn build
cd -
OPENAI_API_KEY="" autogenstudio ui --port 8081
```
4. Open `localhost:8081` in browser.
## Related issue number
<!-- For example: "Closes #1234" -->
Probably not found. (sorry if I had to raise an issue before PR)
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Co-authored-by: Victor Dibia <victordibia@microsoft.com>
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## Why are these changes needed?
> Hey Victor, this is maybe a bug, but when a session is delete, runs
and messages for that session are not deleted, any reason why to keep
them?
@husseinmozannar
The main fix is to add a pragma that ensures SQL lite enforces foreign
key constraints.
Also needed to update error messages for autoupgrade of databases. Also
adds a test for cascade deletes and for parts of teammanager
With this fix,
- Messages get deleted when the run is deleted
- Runs get deleted when sessiosn are deleted
- Sessions get deleted when a team is deleted
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## Related issue number
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## Why are these changes needed?
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solves. -->
- AGS contains image files which are required for local build /dev
- These files are stored using git lfs which needs to be run before the
files are downloaded
- This PR adds a reminder to the AGS readme to run `git lfs checkout`
after installing git lfs to download the image files
## Related issue number
<!-- For example: "Closes #1234" -->
Close#3418
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## Why are these changes needed?
The Team DB class doesn't have the "config" field anymore. It has
"component"
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solves. -->
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Co-authored-by: Victor Dibia <victordibia@microsoft.com>
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## Why are these changes needed?
Add support for default model client, in AGS updates to settings UI.
A default model client will be used for subsequent background tasks
(e.g, automatically naming sessions to meaningful names).
<img width="1441" alt="image"
src="https://github.com/user-attachments/assets/31675ef4-8f80-4a8c-9762-3d6bcbc6d33d"
/>
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solves. -->
## Related issue number
<!-- For example: "Closes #1234" -->
Closes#5685
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Claude 3.7 just came out. Its a pretty capable model and it would be
great to support it in Autogen.
This will could augment the already excellent support we have for
Anthropic via the SKAdapters in the following ways
- Based on the ChatCompletion API similar to the ollama and openai
client
- Configurable/serializable (can be dumped) .. this means it can be used
easily in AGS.
## What is Supported
(video below shows the client being used in autogen studio)
https://github.com/user-attachments/assets/8fb7c17c-9f9c-4525-aa9c-f256aad0f40b
- streaming
- tool callign / function calling
- drop in integration with assistant agent.
- multimodal support
```python
from dotenv import load_dotenv
import os
load_dotenv()
from autogen_agentchat.agents import AssistantAgent
from autogen_agentchat.ui import Console
from autogen_ext.models.openai import OpenAIChatCompletionClient
from autogen_ext.models.anthropic import AnthropicChatCompletionClient
model_client = AnthropicChatCompletionClient(
model="claude-3-7-sonnet-20250219"
)
async def get_weather(city: str) -> str:
"""Get the weather for a given city."""
return f"The weather in {city} is 73 degrees and Sunny."
agent = AssistantAgent(
name="weather_agent",
model_client=model_client,
tools=[get_weather],
system_message="You are a helpful assistant.",
# model_client_stream=True,
)
# Run the agent and stream the messages to the console.
async def main() -> None:
await Console(agent.run_stream(task="What is the weather in New York?"))
await main()
```
result
```
messages = [
UserMessage(content="Write a very short story about a dragon.", source="user"),
]
# Create a stream.
stream = model_client.create_stream(messages=messages)
# Iterate over the stream and print the responses.
print("Streamed responses:")
async for response in stream: # type: ignore
if isinstance(response, str):
# A partial response is a string.
print(response, flush=True, end="")
else:
# The last response is a CreateResult object with the complete message.
print("\n\n------------\n")
print("The complete response:", flush=True)
print(response.content, flush=True)
print("\n\n------------\n")
print("The token usage was:", flush=True)
print(response.usage, flush=True)
```
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## Why are these changes needed?
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solves. -->
## Related issue number
<!-- For example: "Closes #1234" -->
Closes#5205Closes#5708
## Checks
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introduced in this PR.
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cc @rohanthacker
This pull request includes updates to the `README.md` file for the
`autogen-studio` package to improve clarity and accuracy. The most
important changes include a minor rewrite of the project structure
section and updates to the installation instructions (better tabbing).
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This PR has 3 main improvements.
- Token streaming
- Adds support for environment variables in the app settings
- Updates AGS to persist Gallery entry in db.
## Adds Token Streaming in AGS.
Agentchat now supports streaming of tokens via
`ModelClientStreamingChunkEvent `. This PR is to track progress on
supporting that in the AutoGen Studio UI.
If `model_client_stream` is enabled in an assitant agent, then token
will be streamed in UI.
```python
streaming_assistant = AssistantAgent(
name="assistant",
model_client=model_client,
system_message="You are a helpful assistant.",
model_client_stream=True, # Enable streaming tokens.
)
```
https://github.com/user-attachments/assets/74d43d78-6359-40c3-a78e-c84dcb5e02a1
## Env Variables
Also adds support for env variables in AGS Settings
You can set env variables that are loaded just before a team is run.
Handy to set variable to be used by tools etc.
<img width="1291" alt="image"
src="https://github.com/user-attachments/assets/437b9d90-ccee-42f7-be5d-94ab191afd67"
/>
> Note: the set variables are available to the server process.
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## Why are these changes needed?
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solves. -->
## Related issue number
<!-- For example: "Closes #1234" -->
Closes#5627Closes#5662Closes#5619
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introduced in this PR.
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Update AGS, Remove Numpy Dep
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## Why are these changes needed?
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solves. -->
## Related issue number
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Closes#5639
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## Why are these changes needed?
Fixes the problem where Gallery items could only be modified via JSON
This PR does the following
- Refactor TeamBuilder to have modular component editor UI primarily
focused on editing each component type.
- Refactor the Gallery UX
- improve layout to use tabs for each component type
- enable editing of each component item by reusing the component editor
- Enable switching between form editing and UI editing for coponent
editor view
This way, gallery items can be readily modified and then reused in the
component library in team builder.
It also implements an upate to the Gallery data structure to make it
more intuitive - it has a components field that has teams, agents,
models ...
<img width="1598" alt="image"
src="https://github.com/user-attachments/assets/3c3a228a-0bd2-4fc1-85ec-c9685c80bf72"
/>
<img width="1614" alt="image"
src="https://github.com/user-attachments/assets/5b6ed840-9c48-47bc-8c17-2aa50c7dcb99"
/>
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solves. -->
## Related issue number
<!-- For example: "Closes #1234" -->
Closes#5465Closes#5047
cc @nour-bouzid @balakreshnan @EItanya @joslat @IustinT @leonG7
## Checks
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<img width="1560" alt="image"
src="https://github.com/user-attachments/assets/da3d781f-2572-4bd7-802d-1d3900f6c6d9"
/>
## Why are these changes needed?
Improves editing UI for tools in AGS
- add remove tools
- add/remove imports
- show source code section of FunctionTool in in code editor
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## Why are these changes needed?
It is useful to rapidly validate any changes to a team structure as
teams are built either via drag and drop or by modifying the underlying
spec
You can now “validate” your team. The key ideas are as follows
- Each team is based on some Component Config specification which is a
pedantic model underneath.
- Validation is 3 pronged based on a ValidatorService class
- Data model validation (validate component schema)
- Instantiation validation (validate component can be instantiated)
- Provider validation, component_type validation (validate that provider
exists and can be imported)
- UX: each time a component is **loaded or saved**, it is automatically
validated and any errors shown (via a server endpoint). This way, the
developer immediately knows if updates to the configuration is wrong or
has errors.
> Note: this is different from actually running the component against a
task. Currently you can run the entire team. In a separate PR we will
implement ability to run/test other components.
<img width="1360" alt="image"
src="https://github.com/user-attachments/assets/d61095b7-0b07-463a-b4b2-5c50ded750f6"
/>
<img width="1368" alt="image"
src="https://github.com/user-attachments/assets/09a1677e-76e8-44a4-9749-15c27457efbb"
/>
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## Related issue number
Closes#4616
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Add clear notes on how to specify api key and modifying specifications
in AGS.
Add diagrams explaining how to switch between visual builder and JSON
mode
## Why are these changes needed?
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solves. -->
## Related issue number
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@nour-bouzid
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It is often helpful to inspect the raw request and response to/from an
LLM as agents act.
This PR, does the following:
- Updates TeamManager to yield LLMCallEvents from core library
- Run in an async background task to listen for LLMCallEvent JIT style
when a team is run
- Add events to an async queue and
- yield those events in addition to whatever actual agentchat
team.run_stream yields.
- Update the AGS UI to show those LLMCallEvents in the messages section
as a team runs
- Add settings panel to show/hide llm call events in messages.
- Minor updates to default team
<img width="1539" alt="image"
src="https://github.com/user-attachments/assets/bfbb19fe-3560-4faa-b600-7dd244e0e974"
/>
<img width="1554" alt="image"
src="https://github.com/user-attachments/assets/775624f5-ba83-46e8-81ff-512bfeed6bab"
/>
<img width="1538" alt="image"
src="https://github.com/user-attachments/assets/3becbf85-b75a-4506-adb7-e5575ebbaec4"
/>
## Why are these changes needed?
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solves. -->
## Related issue number
<!-- For example: "Closes #1234" -->
Closes#5440
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## Why are these changes needed?
- Add ability to test teams in Team Builder view
- Update Gallery (add deep research default team, fix bug with gallery
serialization)
- UI fixes
- improve drag drop component experience
- improve new session experience (single click rather than 3 clicks to
create a session)
- fix bug with stop reason not being shown in some cases
<img width="1738" alt="Image"
src="https://github.com/user-attachments/assets/4b895df2-3bad-474e-bec6-4fbcbf1c4346"
/>
<img width="1761" alt="Image"
src="https://github.com/user-attachments/assets/65f52eb9-e926-4168-88fb-d2496c159474"
/>
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solves. -->
## Related issue number
Closes#5392
<!-- For example: "Closes #1234" -->
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## Why are these changes needed?
Fix permission issue in ags windows (env files now stored in a user
directory)
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solves. -->
## Related issue number
<!-- For example: "Closes #1234" -->
Closes#5355
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This PR does the following:
- Fix warning messages in AGS on launch.
- Improve Cli message to include app URL on startup from command line
- Minor improvements default gallery generator. (add more default tools)
- Improve new session behaviour.
## Related issue number
Closes#5097
## Checks
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## Why are these changes needed?
This PR updates AGS to use the declarative config serialization native
to AgentChat.
The effect? You can build your teams/artifacts directly in python, run
`team.dump_component()` and immediately run it in AGS.
Some change details:
- Removes ComponentFactory. Instead TeamManager just loads team specs
directly using `Team.load_component`.
- Some fixes to the UI to simplify drag and drop experience.
- Improve layout of nodes...
<!-- Please give a short summary of the change and the problem this
solves. -->
## Related issue number
<!-- For example: "Closes #1234" -->
Closes#4439Closes#5172
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cc @EItanya @nour-bouzid
* use caching to run tests and report coverage
* fix test step dep name
* try to fix cov fname
* add working dir to mv step
* update artifact download
* fmt
* reduce concurrency on ext test
---------
Co-authored-by: Leonardo Pinheiro <lpinheiro@microsoft.com>
* Add tiktoken as a dependency in pyproject.toml
Signed-off-by: Johan Forngren <johan.forngren@decerno.se>
Update uv.lock with tiktoken dependency from fbfdc9f652384b70f7461c90ada13f87e83677e0
Signed-off-by: Johan Forngren <johan.forngren@decerno.se>
* Updating autogen-ext dependencies per https://github.com/microsoft/autogen/pull/5008#issuecomment-2585383877
Signed-off-by: Johan Forngren <johan.forngren@decerno.se>
* PoC dev container
Signed-off-by: Johan Forngren <johan.forngren@decerno.se>
* Enhance devcontainer setup with post-create script for dependency installation and improved performance. Removed partial hot reload setup, as it required bigger changes to the project. Improved documentation, and fixed markdown lint issues.
Signed-off-by: Johan Forngren <johan.forngren@decerno.se>
* Update installation documentation for AutoGen Studio, clarifying installation methods and improving formatting. Adjusted notes for Windows users and corrected minor grammatical issues.
Signed-off-by: Johan Forngren <johan.forngren@decerno.se>
* Fixing typos. Restructuring text to avoid consecutive markdown quote blocks separated only by a blank line to avoid MD028 - Blank line inside blockquote.
Signed-off-by: Johan Forngren <johan.forngren@decerno.se>
* Include dev containers tutorial
Signed-off-by: Johan Forngren <johan.forngren@decerno.se>
* Update dev container installation instructions
Signed-off-by: Johan Forngren <johan.forngren@decerno.se>
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Signed-off-by: Johan Forngren <johan.forngren@decerno.se>
Co-authored-by: Victor Dibia <victordibia@microsoft.com>
* Add tiktoken as a dependency in pyproject.toml
Signed-off-by: Johan Forngren <johan.forngren@decerno.se>
Update uv.lock with tiktoken dependency from fbfdc9f652384b70f7461c90ada13f87e83677e0
Signed-off-by: Johan Forngren <johan.forngren@decerno.se>
* Updating autogen-ext dependencies per https://github.com/microsoft/autogen/pull/5008#issuecomment-2585383877
Signed-off-by: Johan Forngren <johan.forngren@decerno.se>
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Signed-off-by: Johan Forngren <johan.forngren@decerno.se>
Co-authored-by: Victor Dibia <victordibia@microsoft.com>
* fix finicky websurfer test
* add close method
* update default to not download or debug
* enable closing agents in team_manager
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Co-authored-by: Victor Dibia <victor.dibia@gmail.com>
* fix message instance check error
* general refactor, enable 3rd party gallery
* format fixes
* update detail view
* improve detail view and test sync capabilities
* minor tweaks, version bump
* version bump
* update uv.lock
* update lockfile
* update uv.lock
* update uv lock
* pin uv version
* uv version
* revert
* revert
* minor side bar and drag drop layout fixes
* revert version numbering.
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Co-authored-by: Eric Zhu <ekzhu@users.noreply.github.com>
* v1 progress on drag_drop
* add v1 for node deletions
* major refactor, add sidebar to teams and session playground
* format updates
* formatting updates
* update formatting
* formatting and other checks
* add mangentic one deps
* general refactor, fix new team creation bug etc...
* minor bugfix
* update uv lock
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Co-authored-by: Ryan Sweet <rysweet@microsoft.com>
Victor Dibia