Create eval harness

Author: siddhi

.gitignore

@@ -209,4 +209,5 @@ __marimo__/
 pgdata/
 uploads/
 notes.md
-qdrant_store/
+qdrant_store/
+.vscode/

eval_harness.py

@@ -0,0 +1,14 @@
+import pandas as pd
+from ai import review_application
+
+def run_input(i, job_description):
+    print(f"Processing row {i}")
+    return review_application(job_description)
+
+df = pd.read_csv("test/job_rewriting_tests.csv")
+results = [run_input(*row) for row in df.itertuples()]
+summaries = [result.overall_summary for result in results]
+revised_descriptions = [result.revised_description for result in results]
+df["Summary"] = summaries
+df["Fixed Description"] = revised_descriptions
+df.to_csv("eval_output.csv")