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.gitignore

@@ -18,7 +18,6 @@ outputs/
 # Common binaries
 *.sqlite3
 *.bin
-*.pdf
 *.parquet
 *.pt
 *.onnx

app/streamlit_app.py

@@ -19,10 +19,7 @@ if str(ROOT_DIR) not in sys.path:
     sys.path.append(str(ROOT_DIR))
 
 from src.models import StrategicObjective, ActionTask, load_actions, load_strategies
-from src.alignment import AlignmentEngine
 from src.recommendations import generate_recommendations
-from src.ontology import build_graph_from_alignment, save_graph, query_graph_stats
-from src.evaluation import run_evaluation
 from src.rag_engine import RAGEngine
 from src.pipeline import run_full_flow
 from src.viz import (

src/vector_store.py

@@ -6,7 +6,7 @@ import logging
 
 import chromadb
 from chromadb.config import Settings
-from chromadb.api.types import IncludeEnum, Metadata
+from chromadb.api.types import Metadata
 import numpy as np
 
 
@@ -131,11 +131,7 @@ class ActionVectorStore:
         res = self.collection.query(
             query_embeddings=[list(embedding)],
             n_results=top_k,
-            include=[
-                IncludeEnum.distances,
-                IncludeEnum.metadatas,
-                IncludeEnum.documents,
-            ],
+            include=["distances", "metadatas", "documents"],
         )
         ids = (res.get("ids") or [[]])[0]
         dists = (res.get("distances") or [[]])[0]