Skip to main content

Denser

DenserRetriever is an open-source RAG framework that allows you to connect your personal data with Large Language Models.

This notebook shows how to use DenserRetriever.

First, sign up for DenserRetriever, create a retriever, and upload your data. Once done, obtain the API endpoint URL for your retriever and ensure you have the API key.

Query​

Once your retriever index is set up, you can start querying it.

from langchain_community.retrievers import DenserRetriever
retriever = DenserRetriever(
    api_url="https://retriever.denser.ai/api/retrievers/retrieve",
    retriever_id="DENSER_RETRIEVER_ID",
    api_key="DENSER_RETRIEVER_API_KEY",
    # top_k=10 # optional
)
retriever.invoke("What is DenserRetriever?")

Was this page helpful?


You can also leave detailed feedback on GitHub.