refactor chunking and embedding into their own modules

chromy/chunking/service.py

@@ -0,0 +1,19 @@
+from __future__ import annotations
+
+from pathlib import Path
+from typing import cast
+
+from semchunk import semchunk
+
+
+def chunk_text(text: str, chunk_size: int = 800) -> list[str]:
+    chunker = semchunk.chunkerify("gpt-4", chunk_size)
+    chunks = chunker(text)
+
+    return cast("list[str]", chunks)
+
+
+def chunk_file(filename: str, chunk_size: int = 800) -> list[str]:
+    contents = Path(filename).read_text()
+
+    return chunk_text(contents, chunk_size)