dosubot[bot]
commented
4 days ago Hey @V1999B! I'm here to help with any bugs, questions, or feedback you have. I can also assist with becoming a contributor. Let's tackle this issue together!
The issue with the AstraDB component not upserting data into the collection, despite successfully creating the collection, could be due to several factors. Here are some steps to troubleshoot and resolve this issue:
-
Check Data Type: Ensure that the data being ingested is of type
Data. The_add_documents_to_vector_storemethod requires inputs to beDataobjects. If the input data is not of this type, it will not be processed correctly [1]. -
Verify Configuration: Double-check that all necessary fields (e.g.,
collection_name,token,api_endpoint,embedding) are correctly set and valid. Incorrect configuration can prevent data from being uploaded [2]. -
Inspect Logs: Look at the logs for any hidden errors or warnings that might indicate what is going wrong during the data upsertion process. Even if no errors are reported in the UI, there might be useful information in the logs.
-
Embedding Check: Ensure that the
embeddingfield is correctly set. If the embedding is not properly configured, the documents will not be added to the vector store [1].
Here is a snippet of the relevant code that handles the data upload:
def _add_documents_to_vector_store(self, vector_store):
documents = []
for _input in self.ingest_data or []:
if isinstance(_input, Data):
documents.append(_input.to_lc_document())
else:
raise ValueError("Vector Store Inputs must be Data objects.")
if documents and self.embedding is not None:
logger.debug(f"Adding {len(documents)} documents to the Vector Store.")
try:
vector_store.add_documents(documents)
except Exception as e:
raise ValueError(f"Error adding documents to AstraDBVectorStore: {str(e)}") from e
else:
logger.debug("No documents to add to the Vector Store.")By ensuring that the data is correctly formatted and all configurations are properly set, you should be able to resolve the issue with data not being uploaded to the Astra DB collection [1][2].
To continue talking to Dosu, mention @dosu.
nicoloboschi
V1999B
PlusA2M
Simple upsert flow runs successfully, AstraDB component is built successfully, it creates the new collection within the target DB, but doesn't upload any data, the collection remains empty, although no errors are reported on any stage of the process
Browser and Version