Skip to content

Latest commit

 

History

History
 
 

instruct-multitask

Folders and files

NameName
Last commit message
Last commit date

parent directory

..
README.MD
README.MD
 
 
embeddings11.png
embeddings11.png
 
 
main.ipynb
main.ipynb
 
 
main.py
main.py
 
 
requirements.txt
requirements.txt
 
 

README.MD

Open In Colab

Multitask Embedding with LanceDB

instruct
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.

Getting Hands-On with LanceDB

See, the above colab link for live coding and experimentation.

For using the python file, make sure to first install LanceDB this way.

pip install git+https://github.com/lancedb/lancedb.git@main#subdirectory=python

Install other dependecies from requirements.txt file of this folder.