Qdrant
Delete a Qdrant Collection
Last Updated: November 22, 2024Introduction In this tutorial, you’ll learn how to delete entire collections from Qdrant Vector DB. This is a crucial operation when you need to clear out data, especially during development or testing. 1. Initialize the Qdrant Client Before performing a deletion, we need to establish a connection with the Qdrant server. Our script will determine...
Searching a collection with Qdrant
Last Updated: November 22, 2024Github Example: https://github.com/libraryofcelsus/Basic-Qdrant-Upload-and-Search-Example Introduction In this tutorial, you’ll learn how to search for specific vectors within Qdrant Vector DB. The search process involves querying the database with an encoded vector and retrieving relevant results. 1. Initialize the Qdrant Client Before performing a search, we need to establish a connection with the Qdrant server. Our script...
Uploading to a Qdrant Vector DB for Ai Chatbot Retrieval Frameworks
Last Updated: November 22, 2024Subscribe to my youtube channel for Video Tutorials: https://www.youtube.com/@LibraryofCelsus(Channel not launched yet) Github Example: https://github.com/libraryofcelsus/Basic-Qdrant-Upload-and-Search-Example Introduction This tutorial will guide you through the process of uploading data into Qdrant Vector DB. We’ll be making use of the sentence transformers library for embeddings. 1. Create the Collection A collection in Qdrant functions similarly to an index in...