Update scripts/chunk_and_embed.py
Browse files- scripts/chunk_and_embed.py +17 -14
scripts/chunk_and_embed.py
CHANGED
@@ -3,18 +3,21 @@ from pathlib import Path
|
|
3 |
import pickle
|
4 |
import os
|
5 |
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
6 |
|
7 |
-
|
8 |
-
|
9 |
-
CHUNKS_PATH = BASE_DIR / "output" / "chunks.pkl"
|
10 |
-
|
11 |
-
with open(DOCS_PATH, "rb") as f:
|
12 |
-
all_docs = pickle.load(f)
|
13 |
-
|
14 |
-
splitter = RecursiveCharacterTextSplitter(chunk_size=1000, chunk_overlap=100)
|
15 |
-
chunks = splitter.split_documents(all_docs)
|
16 |
-
print(f"✅ Split into {len(chunks)} chunks")
|
17 |
-
|
18 |
-
with open(CHUNKS_PATH, "wb") as f:
|
19 |
-
pickle.dump(chunks, f)
|
20 |
-
print(f"📦 Chunks saved to {CHUNKS_PATH}")
|
|
|
3 |
import pickle
|
4 |
import os
|
5 |
|
6 |
+
def main():
|
7 |
+
BASE_DIR = Path(__file__).resolve().parent.parent
|
8 |
+
DOCS_PATH = BASE_DIR / "output" / "all_docs.pkl"
|
9 |
+
CHUNKS_PATH = BASE_DIR / "output" / "chunks.pkl"
|
10 |
+
|
11 |
+
with open(DOCS_PATH, "rb") as f:
|
12 |
+
all_docs = pickle.load(f)
|
13 |
+
|
14 |
+
splitter = RecursiveCharacterTextSplitter(chunk_size=1000, chunk_overlap=100)
|
15 |
+
chunks = splitter.split_documents(all_docs)
|
16 |
+
print(f"✅ Split into {len(chunks)} chunks")
|
17 |
+
|
18 |
+
with open(CHUNKS_PATH, "wb") as f:
|
19 |
+
pickle.dump(chunks, f)
|
20 |
+
print(f"📦 Chunks saved to {CHUNKS_PATH}")
|
21 |
|
22 |
+
if __name__ == "__main__":
|
23 |
+
main()
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|