instruct-multitask

Multitask Embedding with LanceDB

We are integrating the Instruct Embedding Model to our embedding API which will reduce redundant code structure and overhead.
Find more about the Instruct Multitask Model here.

Practical Applications

• Search: Evaluate the similarity between a query and a document in your database.
• Spam Filtering: Assess the proximity of an email to established examples of spam.
• Content Moderation: Measure the closeness of a social media message to recognized instances of abuse.
• Conversational Agent: Identify the closest examples of known intents to the user's messages.

Using Colab

Using Python file

Install Requirements

pip install -r requirements.txt

Run

python3 main.py