add metadata (file_name)

utilities.py

@@ -1,4 +1,5 @@
 from chromadb import QueryResult
+from collections.abc import Mapping
 
 from chroma_functions import add_data, query_data
 from chunk_functions import chunk_file
@@ -13,7 +14,7 @@ def print_lines(lines: list[str]) -> None:
 def ingest_file(collection_name: str, file_path: str) -> int:
     chunks = chunk_file(file_path)
     embeddings = embed(chunks)
-    add_data(collection_name, embeddings)
+    add_data(collection_name, embeddings, file_path)
     return len(embeddings)
 
 
@@ -25,22 +26,38 @@ def format_query_result(result: QueryResult) -> list[str]:
     ids = result.get("ids", [[]])
     documents = result.get("documents", [[]])
     distances = result.get("distances", [[]])
+    metadatas = result.get("metadatas", [[]])
 
     first_ids = ids[0] if ids else []
     first_documents = documents[0] if documents else []
     first_distances = distances[0] if distances else []
+    first_metadatas = metadatas[0] if metadatas else []
 
     if not first_ids:
         return ["No results found."]
 
     lines = ["Query results:"]
+
     for index, document_id in enumerate(first_ids, start=1):
-        lines.append(f"{index}. id: {document_id}")
+        lines.append(f"{index}.\tid: {document_id}")
+        i = index - 1
 
-        if index - 1 < len(first_distances):
-            lines.append(f"   distance: {first_distances[index - 1]}")
+        if i < len(first_distances):
+            lines.append(f"\tdistance: {first_distances[i]}")
 
-        if index - 1 < len(first_documents):
-            lines.append(f"   document: {first_documents[index - 1]}")
+        if i < len(first_metadatas):
+            metadata = first_metadatas[i]
+
+            if isinstance(metadata, Mapping):
+                file_name = metadata.get("file_name")
+
+                if file_name:
+                    lines.append(f"\tfile_name: {file_name}")
+
+        if i < len(first_documents):
+            lines.append(f"\tdocument: {first_documents[i]}")
+
+        # Print a separator between documents
+        lines.append(60 * "-")
 
     return lines