Denser

Denser provides an enterprise-grade AI retriever designed to streamline AI integration into your applications, ensuring cutting-edge accuracy. Denser Retriever combines multiple search technologies into a single platform. It utilizes gradient boosting (xgboost) machine learning technique to combine keyword search, vector search, and re-ranker. Our experiments on MTEB datasets show that the combination can significantly improve the vector search baseline.

Installation and Setup

You will need to sign up for DenserRetriever here, create a retriever, upload your data, and obtain your retriever ID. Make sure you also have the API Key.

Retriever

See a usage example.

from langchain_community.retrievers import DenserRetriever