Update data_ingestion.py

move the search_file function inside the data_ingestion script
add memory initialisation argument
add overlap argument
add chunk max_length argument
pull/992/head
Maiko Bossuyt 2023-04-12 20:19:36 +02:00
parent 4465486ea3
commit 280647ff38
1 changed files with 22 additions and 4 deletions

View File

@ -2,7 +2,7 @@ import argparse
import logging
from config import Config
from memory import get_memory
from file_operations import ingest_file, ingest_directory
from file_operations import ingest_file, search_files
cfg = Config()
@ -15,6 +15,21 @@ def configure_logging():
return logging.getLogger('AutoGPT-Ingestion')
def ingest_directory(directory, memory, args):
"""
Ingest all files in a directory by calling the ingest_file function for each file.
:param directory: The directory containing the files to ingest
:param memory: An object with an add() method to store the chunks in memory
"""
try:
files = search_files(directory)
for file in files:
ingest_file(file, memory, args.max_length, args.overlap)
except Exception as e:
print(f"Error while ingesting directory '{directory}': {str(e)}")
def main():
logger = configure_logging()
@ -22,7 +37,10 @@ def main():
group = parser.add_mutually_exclusive_group(required=True)
group.add_argument("--file", type=str, help="The file to ingest.")
group.add_argument("--dir", type=str, help="The directory containing the files to ingest.")
parser.add_argument("--init", action='store_true', help="Init the memory and wipe its content", default=False)
parser.add_argument("--init", action='store_true', help="Init the memory and wipe its content (default: False)", default=False)
parser.add_argument("--overlap", type=int, help="The overlap size between chunks when ingesting files (default: 200)", default=200)
parser.add_argument("--max_length", type=int, help="The max_length of each chunk when ingesting files (default: 4000)", default=4000)
args = parser.parse_args()
@ -32,14 +50,14 @@ def main():
if args.file:
try:
ingest_file(args.file, memory)
ingest_file(args.file, memory, args.max_length, args.overlap)
print(f"File '{args.file}' ingested successfully.")
except Exception as e:
logger.error(f"Error while ingesting file '{args.file}': {str(e)}")
print(f"Error while ingesting file '{args.file}': {str(e)}")
elif args.dir:
try:
ingest_directory(args.dir, memory)
ingest_directory(args.dir, memory, args)
print(f"Directory '{args.dir}' ingested successfully.")
except Exception as e:
logger.error(f"Error while ingesting directory '{args.dir}': {str(e)}")