Error while querying
Hi, nice project!!
I am getting the following error while querying:
Enter a query: what is 2 + 2?
llama_print_timings: load time = 11190.14 ms
llama_print_timings: sample time = 0.00 ms / 1 runs ( 0.00 ms per run)
llama_print_timings: prompt eval time = 11185.03 ms / 8 tokens ( 1398.13 ms per token)
llama_print_timings: eval time = 1541.14 ms / 1 runs ( 1541.14 ms per run)
llama_print_timings: total time = 12747.00 ms
Traceback (most recent call last):
File "/Users/robsonliebke/projects/python/privateGPT/privateGPT.py", line 39, in
^^^^^^^^^
File "/opt/homebrew/lib/python3.11/site-packages/langchain/chains/base.py", line 140, in call
raise e
File "/opt/homebrew/lib/python3.11/site-packages/langchain/chains/base.py", line 134, in call
self._call(inputs, run_manager=run_manager)
File "/opt/homebrew/lib/python3.11/site-packages/langchain/chains/retrieval_qa/base.py", line 119, in _call
docs = self._get_docs(question)
^^^^^^^^^^^^^^^^^^^^^^^^
File "/opt/homebrew/lib/python3.11/site-packages/langchain/chains/retrieval_qa/base.py", line 181, in _get_docs
return self.retriever.get_relevant_documents(question)
^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
File "/opt/homebrew/lib/python3.11/site-packages/langchain/vectorstores/base.py", line 333, in get_relevant_documents
docs = self.vectorstore.similarity_search(query, **self.search_kwargs)
^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
File "/opt/homebrew/lib/python3.11/site-packages/langchain/vectorstores/chroma.py", line 181, in similarity_search
docs_and_scores = self.similarity_search_with_score(query, k, filter=filter)
^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
File "/opt/homebrew/lib/python3.11/site-packages/langchain/vectorstores/chroma.py", line 227, in similarity_search_with_score
results = self.__query_collection(
^^^^^^^^^^^^^^^^^^^^^^^^
File "/opt/homebrew/lib/python3.11/site-packages/langchain/utils.py", line 50, in wrapper
return func(*args, **kwargs)
^^^^^^^^^^^^^^^^^^^^^
File "/opt/homebrew/lib/python3.11/site-packages/langchain/vectorstores/chroma.py", line 120, in __query_collection
return self._collection.query(
^^^^^^^^^^^^^^^^^^^^^^^
File "/opt/homebrew/lib/python3.11/site-packages/chromadb/api/models/Collection.py", line 219, in query
return self._client._query(
^^^^^^^^^^^^^^^^^^^^
File "/opt/homebrew/lib/python3.11/site-packages/chromadb/api/local.py", line 408, in _query
uuids, distances = self._db.get_nearest_neighbors(
^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
File "/opt/homebrew/lib/python3.11/site-packages/chromadb/db/clickhouse.py", line 583, in get_nearest_neighbors
uuids, distances = index.get_nearest_neighbors(embeddings, n_results, ids)
^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
File "/opt/homebrew/lib/python3.11/site-packages/chromadb/db/index/hnswlib.py", line 230, in get_nearest_neighbors
raise NoIndexException(
chromadb.errors.NoIndexException: Index not found, please create an instance before querying