1 files changed, 37 insertions, 0 deletions
diff --git a/continuedev/src/continuedev/steps/react.py b/continuedev/src/continuedev/steps/react.py
new file mode 100644
index 00000000..411adc87
--- /dev/null
+++ b/continuedev/src/continuedev/steps/react.py
@@ -0,0 +1,37 @@
+from textwrap import dedent
+from typing import List
+from ..core.main import Step
+from ..core.sdk import ContinueSDK
+from .main import MessageStep
+
+
+class NLDecisionStep(Step):
+    user_input: str
+    steps: List[Step]
+
+    async def run(self, sdk: ContinueSDK):
+        step_descriptions = "\n".join([
+            f"- {step.name}: {step.description}"
+            for step in self.steps
+        ])
+        prompt = dedent(f"""\
+                        The following steps are available, in the format "- [step name]: [step description]":
+                        {step_descriptions}
+                        
+                        The user gave the following input:
+                        
+                        {self.user_input}
+                        
+                        Select the step which should be taken next. Say only the name of the selected step:""")
+
+        resp = (await sdk.models.gpt35.complete(prompt)).lower()
+
+        step_to_run = None
+        for step in self.steps:
+            if step.name in resp:
+                step_to_run = step
+
+        step_to_run = step_to_run or MessageStep(
+            message="Unable to decide the next step")
+
+        await sdk.run_step(step_to_run)