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Update autogenstudio version.
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## Why are these changes needed?
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## Related issue number
Closes#6580
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## Why are these changes needed?
https://github.com/user-attachments/assets/e160f16d-f42d-49e2-a6c6-687e4e6786f4
Enable file upload/paste as a task in AGS. Enables tasks like
- Can you research and fact check the ideas in this screenshot?
- Summarize this file
Only text and images supported for now
Underneath, it constructs TextMessage and Multimodal messages as the
task.
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solves. -->
## Related issue number
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Closes#5773
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---------
Co-authored-by: Jack Gerrits <jackgerrits@users.noreply.github.com>
Fixes the sha256_hash docstring to refer to SHA-256 and not MD5.
## Why are these changes needed?
The docstring refers to (presumably) a previous implementation that was
using MD5.
## Related issue number
N/A
## Checks
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This PR defines the missing `LLMCallEventMessage` class to resolve an
instantiation error that occurs when using custom messages (e.g., via
AgentStudio).
> **Discord Report**
> சravanaன் — 오후 6:40
> _“i updated agentchat and agentcore and tried running the config from
agentstudio and it is now not running the agent and is throwing error
`TypeError: Can't instantiate abstract class LLMCallEventMessage with
abstract methods to_model_message, to_model_text, to_text`”_
The issue stems from `LLMCallEventMessage` being an abstract class that
lacks required methods from `BaseChatMessage`.
This PR implements the missing methods.
Since `LLMCallEventMessage` is intended for **logging/UI use only**, and
not to be sent to LLMs, the `to_model_message()` method raises
`NotImplementedError` by design.
## Related issue number
Reported in Discord
Closes#6206
Rename the `ChatMessage` and `AgentEvent` base classes to `BaseChatMessage` and `BaseAgentEvent`.
Bring back the `ChatMessage` and `AgentEvent` as union of built-in concrete types to avoid breaking existing applications that depends on Pydantic serialization.
Why?
Many existing code uses containers like this:
```python
class AppMessage(BaseModel):
name: str
message: ChatMessage
# Serialization is this:
m = AppMessage(...)
m.model_dump_json()
# Fields like HandoffMessage.target will be lost because it is now treated as a base class without content or target fields.
```
The assumption on `ChatMessage` or `AgentEvent` to be a union of concrete types could be in many existing code bases. So this PR brings back the union types, while keep method type hints such as those on `on_messages` to use the `BaseChatMessage` and `BaseAgentEvent` base classes for flexibility.
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introduced in this PR.
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Signed-off-by: zhanluxianshen <zhanluxianshen@163.com>
Co-authored-by: Victor Dibia <victordibia@microsoft.com>
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## Why are these changes needed?
https://github.com/user-attachments/assets/b649053b-c377-40c7-aa51-ee64af766fc2
<img width="100%" alt="image"
src="https://github.com/user-attachments/assets/03ba1df5-c9a2-4734-b6a2-0eb97ec0b0e0"
/>
## Authentication
This PR implements an experimental authentication feature to enable
personalized experiences (multiple users). Currently, only GitHub
authentication is supported. You can extend the base authentication
class to add support for other authentication methods.
By default authenticatio is disabled and only enabled when you pass in
the `--auth-config` argument when running the application.
### Enable GitHub Authentication
To enable GitHub authentication, create a `auth.yaml` file in your app
directory:
```yaml
type: github
jwt_secret: "your-secret-key"
token_expiry_minutes: 60
github:
client_id: "your-github-client-id"
client_secret: "your-github-client-secret"
callback_url: "http://localhost:8081/api/auth/callback"
scopes: ["user:email"]
```
Please see the documentation on [GitHub
OAuth](https://docs.github.com/en/apps/oauth-apps/building-oauth-apps/authenticating-to-the-rest-api-with-an-oauth-app)
for more details on obtaining the `client_id` and `client_secret`.
To pass in this configuration you can use the `--auth-config` argument
when running the application:
```bash
autogenstudio ui --auth-config /path/to/auth.yaml
```
Or set the environment variable:
```bash
export AUTOGENSTUDIO_AUTH_CONFIG="/path/to/auth.yaml"
```
```{note}
- Authentication is currently experimental and may change in future releases
- User data is stored in your configured database
- When enabled, all API endpoints require authentication except for the authentication endpoints
- WebSocket connections require the token to be passed as a query parameter (`?token=your-jwt-token`)
```
## Related issue number
<!-- For example: "Closes #1234" -->
Closes#4350
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introduced in this PR.
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---------
Co-authored-by: Copilot Autofix powered by AI <62310815+github-advanced-security[bot]@users.noreply.github.com>
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. -->
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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?
> 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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## 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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cc @rohanthacker
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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
## Checks
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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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## 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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solves. -->
## Related issue number
Closes#4616
<!-- For example: "Closes #1234" -->
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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
<!-- For example: "Closes #1234" -->
@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?
<!-- Please give a short summary of the change and the problem this
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)
<!-- Please give a short summary of the change and the problem this
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
## Checks
- [ ] I've included any doc changes needed for
https://microsoft.github.io/autogen/. See
https://microsoft.github.io/autogen/docs/Contribute#documentation to
build and test documentation locally.
- [ ] I've added tests (if relevant) corresponding to the changes
introduced in this PR.
- [ ] I've made sure all auto checks have passed.
cc @EItanya@nour-bouzid
* fix finicky websurfer test
* add close method
* update default to not download or debug
* enable closing agents in team_manager
---------
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.
---------
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
---------
Co-authored-by: Ryan Sweet <rysweet@microsoft.com>
* initial addition
* working without multimodal messages
* show images
* remove temp changes
* ui type websurfer
* fix issue with image width, enable text truncation, enable viewing images full screen
---------
Co-authored-by: Victor Dibia <victor.dibia@gmail.com>
* fix import issue related to agentchat update #4245
* update uv lock file
* fix db auto_upgrade logic issue.
* im prove msg rendering issue
* Support termination condition combination. Closes#4325
* fix db instantiation bug
* update yarn.lock, closes#4260#4262
* remove deps for now with vulnerabilities found by dependabot #4262
* update db tests
* add ability to load sessions from db ..
* format updates, add format checks to ags
* format check fixes
* linting and ruff check fixes
* make tests for ags non-parrallel to avoid db race conditions.
* format updates
* fix concurrency issue
* minor ui tweaks, move run start to websocket
* lint fixes
* update uv.lock
* Update python/packages/autogen-studio/autogenstudio/datamodel/types.py
Co-authored-by: Eric Zhu <ekzhu@users.noreply.github.com>
* Update python/packages/autogen-studio/autogenstudio/teammanager.py
Co-authored-by: Eric Zhu <ekzhu@users.noreply.github.com>
* reuse user proxy from agentchat
* ui tweaks
---------
Co-authored-by: Eric Zhu <ekzhu@users.noreply.github.com>
Co-authored-by: Hussein Mozannar <hmozannar@microsoft.com>
* add react-flow
* update tutorial, some ui improvement for agent thread layout
* v1 for interactive viz for agent state
* add Ui visualization of message based transitions
* minor updates
* fix node edges, support visualization of self loops
* improve edges and layout, add support for selector group chat prompt
* minor ui tweaks
* ui and layout updates
* ugrade dependencies to fix dependabot scan errors
* persist sidebar, enable contentbar title mechanism #4191
* add support for user proxy agent, support human in put mode. #4011
* add UI support for human input mode via a userproxy agent #4011
* version update
* fix db initialization bug
* support for human input mode in UI, fix backend api route minor bugs
* update pyproject toml and uv lock
* readme update, support full screen mode for agent visualiation
* update uv.lock
* add react-flow
* update tutorial, some ui improvement for agent thread layout
* v1 for interactive viz for agent state
* add Ui visualization of message based transitions
* minor updates
* fix node edges, support visualization of self loops
* improve edges and layout, add support for selector group chat prompt
* minor ui tweaks
* add skeleton worflow manager
* add test notebook
* update test nb
* add sample team spec
* refactor requirements to agentchat and ext
* add base provider to return agentchat agents from json spec
* initial api refactor, update dbmanager
* api refactor
* refactor tests
* ags api tutorial update
* ui refactor
* general refactor
* minor refactor updates
* backend api refaactor
* ui refactor and update
* implement v1 for streaming connection with ui updates
* backend refactor
* ui refactor
* minor ui tweak
* minor refactor and tweaks
* general refactor
* update tests
* sync uv.lock with main
* uv lock update
4shen0ne
Victor Dibia
Michael Scovetta
湛露先生
EeS
Eric Zhu
Peter Jausovec
Jack Gerrits
Hussein Mozannar
Leonardo Pinheiro
gagb
Jack Gerrits