fix several bug
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@@ -22,7 +22,7 @@ def get_mail_path():
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return os.path.join(home_dir, "Library", "Mail")
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# Default mail path for macOS
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# DEFAULT_MAIL_PATH = "/Users/yichuan/Library/Mail/V10/0FCA0879-FD8C-4B7E-83BF-FDDA930791C5/[Gmail].mbox/All Mail.mbox/78BA5BE1-8819-4F9A-9613-EB63772F1DD0/Data"
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DEFAULT_MAIL_PATH = "/Users/yichuan/Library/Mail/V10/0FCA0879-FD8C-4B7E-83BF-FDDA930791C5/[Gmail].mbox/All Mail.mbox/78BA5BE1-8819-4F9A-9613-EB63772F1DD0/Data"
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def create_leann_index_from_multiple_sources(messages_dirs: List[Path], index_path: str = "mail_index.leann", max_count: int = -1, include_html: bool = False, embedding_model: str = "facebook/contriever"):
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"""
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@@ -77,7 +77,7 @@ def create_leann_index_from_multiple_sources(messages_dirs: List[Path], index_pa
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print(f"\nTotal loaded {len(all_documents)} email documents from {len(messages_dirs)} directories and starting to split them into chunks")
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# Create text splitter with 256 chunk size
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text_splitter = SentenceSplitter(chunk_size=256, chunk_overlap=128)
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text_splitter = SentenceSplitter(chunk_size=256, chunk_overlap=25)
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# Convert Documents to text strings and chunk them
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all_texts = []
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@@ -158,7 +158,7 @@ def create_leann_index(mail_path: str, index_path: str = "mail_index.leann", max
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print(f"Loaded {len(documents)} email documents")
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# Create text splitter with 256 chunk size
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text_splitter = SentenceSplitter(chunk_size=256, chunk_overlap=25)
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text_splitter = SentenceSplitter(chunk_size=256, chunk_overlap=128)
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# Convert Documents to text strings and chunk them
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all_texts = []
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@@ -218,9 +218,9 @@ async def query_leann_index(index_path: str, query: str):
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start_time = time.time()
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chat_response = chat.ask(
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query,
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top_k=10,
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top_k=20,
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recompute_beighbor_embeddings=True,
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complexity=12,
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complexity=32,
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beam_width=1,
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)
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@@ -233,7 +233,7 @@ async def main():
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parser = argparse.ArgumentParser(description='LEANN Mail Reader - Create and query email index')
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# Remove --mail-path argument and auto-detect all Messages directories
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# Remove DEFAULT_MAIL_PATH
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parser.add_argument('--index-dir', type=str, default="./mail_index_leann_debug",
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parser.add_argument('--index-dir', type=str, default="./mail_index_index_file",
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help='Directory to store the LEANN index (default: ./mail_index_leann_raw_text_all_dicts)')
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parser.add_argument('--max-emails', type=int, default=1000,
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help='Maximum number of emails to process (-1 means all)')
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@@ -253,6 +253,9 @@ async def main():
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mail_path = get_mail_path()
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print(f"Searching for email data in: {mail_path}")
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messages_dirs = find_all_messages_directories(mail_path)
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# messages_dirs = find_all_messages_directories(DEFAULT_MAIL_PATH)
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# messages_dirs = [DEFAULT_MAIL_PATH]
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# messages_dirs = messages_dirs[:1]
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print('len(messages_dirs): ', len(messages_dirs))
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