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here some example:
from ragatouille import RAGPretrainedModel from ragatouille.utils import get_wikipedia_page import os model = RAGPretrainedModel.from_pretrained("colbert-ir/colbertv2.0") document_ids = ["miyazaki", "ghibli"] my_documents = [get_wikipedia_page("Hayao_Miyazaki"), get_wikipedia_page("Studio_Ghibli")] document_metadatas = [ {"entity": "person", "source": "wikipedia"}, {"entity": "organisation", "source": "wikipedia"}, ] index_path = model.index( index_name="my_index_with_ids_and_metadata", collection=my_documents, #type: ignore document_ids=document_ids, document_metadatas=document_metadatas, ) res = model.search("hallo") print(f"DEBUGPRINT[1]: test_add_delete.py:19: res={res}") model.delete_from_index("miyazaki") model.search("hallo")
last n lines output:
[Jun 11, 13:18:00] #> Persisted updated IVF to .ragatouille/colbert/indexes/my_index_with_ids_and_metadata/ivf.pid.pt Successfully deleted documents with these IDs: miyazaki DEBUGPRINT[1]: colbert.py:394: results=[([56, 58, 26, 89, 25, 65, 37, 67, 66, 57], [1, 2, 3, 4, 5, 6, 7, 8, 9, 10], [7.035354137420654, 6.577218055725098, 6.416233062744141, 6.170261859893799, 6.167287349700928, 5.608134746551514, 5.600253105163574, 5.547395706176758, 5.471892356872559, 5.340466022491455])] Traceback (most recent call last): File "/home/carlesoctav/.pyenv/versions/3.10.14/lib/python3.10/runpy.py", line 196, in _run_module_as_main return _run_code(code, main_globals, None, File "/home/carlesoctav/.pyenv/versions/3.10.14/lib/python3.10/runpy.py", line 86, in _run_code exec(code, run_globals) File "/home/carlesoctav/personal/assistxv2/temp/test_add_delete.py", line 21, in <module> model.search("hall0") File "/home/carlesoctav/personal/assistxv2/.venv/lib/python3.10/site-packages/ragatouille/RAGPretrainedModel.py", line 315, in search return self.model.search( File "/home/carlesoctav/personal/assistxv2/.venv/lib/python3.10/site-packages/ragatouille/models/colbert.py", line 414, in search "content": self.collection[id_], IndexError: list index out of range
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here some example:
last n lines output:
The text was updated successfully, but these errors were encountered: