diff --git a/pandasai/ee/vectorstores/qdrant.py b/pandasai/ee/vectorstores/qdrant.py index b14cacc02..2bef2feea 100644 --- a/pandasai/ee/vectorstores/qdrant.py +++ b/pandasai/ee/vectorstores/qdrant.py @@ -272,6 +272,14 @@ def get_relevant_question_answers(self, question: str, k: int = 1) -> List[dict] """ Returns relevant question answers based on search """ + if not self._client.collection_exists(self._qa_collection_name): + return { + "documents": [], + "distances": [], + "metadatas": [], + "ids": [], + } + response = self._client.query( self._qa_collection_name, query_text=question, @@ -285,13 +293,19 @@ def get_relevant_docs(self, question: str, k: int = 1) -> List[dict]: """ Returns relevant documents based on semantic search """ + if not self._client.collection_exists(self._docs_collection_name): + return { + "documents": [], + "distances": [], + "metadatas": [], + "ids": [], + } response = self._client.query( self._docs_collection_name, query_text=question, limit=k, score_threshold=self._similarity_threshold, ) - return self._convert_query_response(response) def get_relevant_question_answers_by_id(self, ids: Iterable[str]) -> List[dict]: @@ -356,9 +370,11 @@ def _convert_ids(self, ids: Iterable[str]) -> List[str]: This allows us to overwrite the same point with the original ID. """ return [ - id - if self._is_valid_uuid(id) - else str(uuid.uuid5(uuid.UUID(UUID_NAMESPACE), id)) + ( + id + if self._is_valid_uuid(id) + else str(uuid.uuid5(uuid.UUID(UUID_NAMESPACE), id)) + ) for id in ids ] diff --git a/poetry.lock b/poetry.lock index e27e814e4..1aaf9bb42 100644 --- a/poetry.lock +++ b/poetry.lock @@ -1,99 +1,114 @@ -# This file is automatically @generated by Poetry 1.7.0 and should not be changed by hand. +# This file is automatically @generated by Poetry 1.8.3 and should not be changed by hand. 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