In this article, we will explore the following: Introduction to Embedding Models. Loading data using DocumentReaders. Storing embeddings in VectorStores. Implementing RAG (Retrieval-Augmented Generati...

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A vulnerability was identified in Sinaptik AI PandasAI up to 0.1.4. Affected by this issue is the function delete_question_and_answers/delete_docs/update_question_answer/update_docs/get_relevant_question_answers_by_id/get_relevant_docs_by_id of the file extensions/ee/vectorstores/lancedb/pandasai_lancedb/lancedb.py of the component pandasai-lancedb Extension. Such manipulation leads to sql injection. The attack can be launched remotely. The exploit is publicly available and might be used. The …

Hello everyone, we are working with vector stores via make(com) and upload files to there. I even tried to upload the files by myself, but it just shows “upload failed”. Is anything known right now? Thanks for looking into it. Tom //edit: And while I am still here: Why I can only upload .pdf but not .PDF - this doesnt make any sense to me… we always have to rename files first…

We’re getting frequent 500 errors from the vectorstore.files.list API, typically when calling getNextPage(). We are using the npm library which does retries by default, but this doesn’t appear to help. Our vectorstores typically contain thousands or even 10s of thousands of files. Has anyone else been experiencing problems listing files?

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