How to delete a specific question-response pair from a local vector database

Question

Can you explain How to delete a specific question-response pair from a local vector database?

Answer 1

To delete a specific question-response pair from a local vector database, identify the unique ID or vector associated with the pair and use the database's deletion method to remove it.

Here is the code snippet you can refer to:

In the above code we are using the following key points:

• Embedding search: Uses a model like sentence-transformers to find a close match in the vector database.
• ChromaDB client: Connects to and manages a local vector database collection.
• Deletion by ID: Once the pair is located, it’s removed using its unique identifier.

Hence, by embedding the question and searching for its vector, you can efficiently locate and delete a specific question-response pair from a local vector database.