Qdrant, Google Cloud, Azure, Openai Api, Retrieval Augmented Gen.
select Create Cluster. Select the Free Tier and Google Cloud as the Provider. Give a name to your cluster and click Create. Installing Dependencies: pip install qdrant-client[fastembed] fastembed PyMuPDF openai gradio google-generativeai Preparing Your Data: Extract text from your documents (e.g.,