Fix a bug when proposing model ideas using factor as key words (#63)

rdagent/components/proposal/model_proposal.py

@@ -36,7 +36,7 @@ class ModelHypothesisGen(HypothesisGen):
             Environment(undefined=StrictUndefined)
             .from_string(prompt_dict["hypothesis_gen"]["system_prompt"])
             .render(
-                targets="factors",
+                targets="model",
                 scenario=self.scen.get_scenario_all_desc(),
                 hypothesis_output_format=context_dict["hypothesis_output_format"],
             )
@@ -45,7 +45,7 @@ class ModelHypothesisGen(HypothesisGen):
             Environment(undefined=StrictUndefined)
             .from_string(prompt_dict["hypothesis_gen"]["user_prompt"])
             .render(
-                targets="factors",
+                targets="model",
                 hypothesis_and_feedback=context_dict["hypothesis_and_feedback"],
                 RAG=context_dict["RAG"],
             )
@@ -74,7 +74,7 @@ class ModelHypothesis2Experiment(Hypothesis2Experiment[ModelExperiment]):
             Environment(undefined=StrictUndefined)
             .from_string(prompt_dict["hypothesis2experiment"]["system_prompt"])
             .render(
-                targets="factors",
+                targets="model",
                 scenario=trace.scen.get_scenario_all_desc(),
                 experiment_output_format=context["experiment_output_format"],
             )
@@ -83,7 +83,7 @@ class ModelHypothesis2Experiment(Hypothesis2Experiment[ModelExperiment]):
             Environment(undefined=StrictUndefined)
             .from_string(prompt_dict["hypothesis2experiment"]["user_prompt"])
             .render(
-                targets="factors",
+                targets="model",
                 target_hypothesis=context["target_hypothesis"],
                 hypothesis_and_feedback=context["hypothesis_and_feedback"],
                 target_list=context["target_list"],

rdagent/scenarios/qlib/prompts.yaml

@@ -44,7 +44,7 @@ model_experiment_output_format: |-
               "variable or function name 1": "description of variable or function 1",
               "variable or function name 2": "description of variable or function 2"
           }
-          "model_type": "type of model 1, Tabular or TimesSeries"
+          "model_type": "type of model 1, Tabular or TimesSeries" # Should be one of "Tabular" or "TimeSeries"
       }
       # Don't add ellipsis (...) or any filler text that might cause JSON parsing errors here!
   }