Add prompt template with grid explanation

Author: ilmarinen

eureka_ml_insights/prompt_templates/arc_agi_templates/arc_agi_v1_grid_explanation.jinja

@@ -0,0 +1,21 @@
+You are an intelligent assistant who is very good at answering test questions accurately.
+In the examples that follow you will be shown grids of numbers.
+The numbers in the grids range from 0 through 9.
+Each grid can be rendered as a grid of squares.
+Each square in the grid is rendered as a colored square where the color of the square is derived from the number.
+The colors are decided as follows:
+
+0 - black
+1 - blue
+2 - red
+3 - green
+4 - yellow
+5 - grey
+6 - magenta
+7 - brown
+8 - cyan
+9 - maroon
+
+With that in mind, do your best to solve the question below.
+
+{{ prompt }}

eureka_ml_insights/user_configs/arc_agi.py

@@ -59,7 +59,7 @@ def configure_pipeline(self, model_config=None, resume_from=None, resume_logdir=
         self.data_processing_comp = PromptProcessingConfig(
             component_type=PromptProcessing,
             prompt_template_path=os.path.join(
-                os.path.dirname(__file__), "../prompt_templates/arc_agi_templates/arc_agi_v1_basic.jinja"
+                os.path.dirname(__file__), "../prompt_templates/arc_agi_templates/arc_agi_v1_grid_explanation.jinja"
             ),
             data_reader_config=DataSetConfig(
                 HFDataReader,