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[FEAT][AutoSwarmUI] Add Auto Swarm Builder UI with agent creation and… #1308

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@ZackBradshaw ZackBradshaw commented Jan 15, 2026 •
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Resolves #939

📚 Documentation preview 📚: https://swarms--1308.org.readthedocs.build/en/1308/

@github-actions github-actions bot added the tools label Jan 15, 2026
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github-advanced-security bot found potential problems Jan 15, 2026
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examples/auto_swarm_ui.py
Usage: python3 examples/auto_swarm_ui.py
Install dependency: pip install rich
"""
from rich.console import Console

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Undefined import Error

Undefined import [21]: Could not find a module corresponding to import rich.console.
examples/auto_swarm_ui.py
Install dependency: pip install rich
"""
from rich.console import Console
from rich.panel import Panel

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Undefined import Error

Undefined import [21]: Could not find a module corresponding to import rich.panel.
examples/auto_swarm_ui.py
"""
from rich.console import Console
from rich.panel import Panel
from rich.table import Table

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Undefined import Error

Undefined import [21]: Could not find a module corresponding to import rich.table.
examples/auto_swarm_ui.py
from rich.console import Console
from rich.panel import Panel
from rich.table import Table
from rich.text import Text

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Code scanning / Pyre

Undefined import Error

Undefined import [21]: Could not find a module corresponding to import rich.text.
examples/auto_swarm_ui.py
from rich.panel import Panel
from rich.table import Table
from rich.text import Text
from rich.live import Live

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Undefined import Error

Undefined import [21]: Could not find a module corresponding to import rich.live.
examples/auto_swarm_ui.py
]


def load_eval_dataset(path: str):

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Undefined or invalid type Error

Undefined or invalid type [11]: Annotation Panel is not defined as a type.
examples/auto_swarm_ui.py
t = Table(expand=True, show_header=True, header_style="bold red")
t.add_column("Agent", style="red", no_wrap=True)
t.add_column("Status", style="white")
for a, s in statuses.items():

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Incompatible parameter type Error

Incompatible parameter type [6]: In call make_agents, for 1st positional argument, expected int but got Union[int, str].
examples/auto_swarm_ui.py

for iteration in range(1, CONFIG.get("eval_iterations", 1) + 1):
console.print(Panel(Text(f"Iteration {iteration}: building agents...", style="bold red"), border_style="red"))
create_agents_live()

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Incompatible parameter type Error

Incompatible parameter type [6]: In call make_agents, for 1st positional argument, expected int but got Union[int, str].
examples/auto_swarm_ui.py
console.print(Panel(Text(f"Iteration {iteration}: building agents...", style="bold red"), border_style="red"))
create_agents_live()

# run evaluation

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Incompatible parameter type Error

Incompatible parameter type [6]: In call load_eval_dataset, for 1st positional argument, expected str but got Union[None, int, str].
examples/auto_swarm_ui.py
# run evaluation
console.print(Panel(Text("Evaluating agents...", style="bold red"), border_style="red"))
scores = evaluate_agents(agents, dataset, CONFIG)
show_scores_panel(scores)

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Unsupported operand Error

Unsupported operand [58]: + is not supported for operand types typing.Union[int, str] and int.
@kyegomez kyegomez closed this Jan 17, 2026
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[FEAT] [improve the AutoSwarmBuilder with autonomous evaluation]

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@ZackBradshaw @kyegomez