18 lines
745 B
Python
18 lines
745 B
Python
import asyncio
|
|
from leann.api import LeannChat
|
|
from pathlib import Path
|
|
|
|
INDEX_DIR = Path("./test_pdf_index")
|
|
INDEX_PATH = str(INDEX_DIR / "pdf_documents.leann")
|
|
|
|
async def main():
|
|
print(f"\n[PHASE 2] Starting Leann chat session...")
|
|
chat = LeannChat(index_path=INDEX_PATH)
|
|
query = "What is the main idea of RL and give me 5 exapmle of classic RL algorithms?"
|
|
query = "Based on the paper, what are the main techniques LEANN explores to reduce the storage overhead and DLPM explore to achieve Fairness and Efiiciency trade-off?"
|
|
|
|
response = chat.ask(query,top_k=20,recompute_beighbor_embeddings=True,complexity=64,beam_width=1)
|
|
print(f"\n[PHASE 2] Response: {response}")
|
|
|
|
if __name__ == "__main__":
|
|
asyncio.run(main()) |