From fce6e36691c6678de8bc26030265ac0f507b4715 Mon Sep 17 00:00:00 2001
From: Pavan Kumar <66913595+ascender1729@users.noreply.github.com>
Date: Wed, 18 Jun 2025 22:16:13 +0530
Subject: [PATCH 1/2] Add ReasoningDuo batch example

---
 docs/swarms/agents/reasoning_duo.md      |  4 ++++
 examples/models/reasoning_duo_batched.py | 19 +++++++++++++++++++
 2 files changed, 23 insertions(+)
 create mode 100644 examples/models/reasoning_duo_batched.py

diff --git a/docs/swarms/agents/reasoning_duo.md b/docs/swarms/agents/reasoning_duo.md
index 831310ca..a964fff9 100644
--- a/docs/swarms/agents/reasoning_duo.md
+++ b/docs/swarms/agents/reasoning_duo.md
@@ -156,3 +156,7 @@ logger.info("Task processing started")
 - Processing time may vary based on task complexity
 - Model response quality depends on input clarity
 - Resource usage scales with batch size
+
+## Example Script
+
+For a runnable demonstration, see the [reasoning_duo_batched.py](https://github.com/kyegomez/swarms/blob/master/examples/models/reasoning_duo_batched.py) example.
diff --git a/examples/models/reasoning_duo_batched.py b/examples/models/reasoning_duo_batched.py
new file mode 100644
index 00000000..a4990ec9
--- /dev/null
+++ b/examples/models/reasoning_duo_batched.py
@@ -0,0 +1,19 @@
+from swarms.agents.reasoning_duo import ReasoningDuo
+
+if __name__ == "__main__":
+    # Initialize the ReasoningDuo with two lightweight models
+    duo = ReasoningDuo(
+        model_names=["gpt-4o-mini", "gpt-4o-mini"],
+        max_loops=1,
+    )
+
+    # Batched tasks to process
+    tasks = [
+        "Summarize the benefits of solar energy.",
+        "List three uses of robotics in healthcare.",
+    ]
+
+    # Run the batch once and print each result
+    results = duo.batched_run(tasks)
+    for task, output in zip(tasks, results):
+        print(f"Task: {task}\nResult: {output}\n")

From 7c4e9bb7bfd193e5e5a5b7c62a365ef2f941219d Mon Sep 17 00:00:00 2001
From: Pavan Kumar <66913595+ascender1729@users.noreply.github.com>
Date: Wed, 18 Jun 2025 16:51:23 +0000
Subject: [PATCH 2/2] Remove unsupported max_loops argument from ReasoningDuo
 initialization

---
 examples/models/reasoning_duo_batched.py | 4 ++--
 1 file changed, 2 insertions(+), 2 deletions(-)

diff --git a/examples/models/reasoning_duo_batched.py b/examples/models/reasoning_duo_batched.py
index a4990ec9..4d75c66f 100644
--- a/examples/models/reasoning_duo_batched.py
+++ b/examples/models/reasoning_duo_batched.py
@@ -4,7 +4,7 @@ if __name__ == "__main__":
     # Initialize the ReasoningDuo with two lightweight models
     duo = ReasoningDuo(
         model_names=["gpt-4o-mini", "gpt-4o-mini"],
-        max_loops=1,
+        # max_loops=1,  # Remove this line
     )
 
     # Batched tasks to process
@@ -16,4 +16,4 @@ if __name__ == "__main__":
     # Run the batch once and print each result
     results = duo.batched_run(tasks)
     for task, output in zip(tasks, results):
-        print(f"Task: {task}\nResult: {output}\n")
+        print(f"Task: {task}\nResult: {output}\n")
\ No newline at end of file