Build your own RAG and run it locally on your laptop: ColBERT + DSPy + Streamlit

CAT March 13, 2024 1 min read

Shuyi Yang

Tutorial for GenAI beginners: let’s build a very simple RAG (Retrieval Augmented Generation) system locally, step-by-step.

Continue reading on Towards Data Science »

Originally appeared here:
Build your own RAG and run it locally on your laptop: ColBERT + DSPy + Streamlit

Go Here to Read this Fast! Build your own RAG and run it locally on your laptop: ColBERT + DSPy + Streamlit

Privacy Overview

This website uses cookies to improve your experience while you navigate through the website. Out of these, the cookies that are categorized as necessary are stored on your browser as they are essential for the working of basic functionalities of the website. We also use third-party cookies that help us analyze and understand how you use this website. These cookies will be stored in your browser only with your consent. You also have the option to opt-out of these cookies. But opting out of some of these cookies may affect your browsing experience.

Necessary

Always Enabled

Necessary cookies are absolutely essential for the website to function properly. These cookies ensure basic functionalities and security features of the website, anonymously.

Cookie	Duration	Description
cookielawinfo-checkbox-analytics	11 months	This cookie is set by GDPR Cookie Consent plugin. The cookie is used to store the user consent for the cookies in the category "Analytics".
cookielawinfo-checkbox-functional	11 months	The cookie is set by GDPR cookie consent to record the user consent for the cookies in the category "Functional".
cookielawinfo-checkbox-necessary	11 months	This cookie is set by GDPR Cookie Consent plugin. The cookies is used to store the user consent for the cookies in the category "Necessary".
cookielawinfo-checkbox-others	11 months	This cookie is set by GDPR Cookie Consent plugin. The cookie is used to store the user consent for the cookies in the category "Other.
cookielawinfo-checkbox-performance	11 months	This cookie is set by GDPR Cookie Consent plugin. The cookie is used to store the user consent for the cookies in the category "Performance".
viewed_cookie_policy	11 months	The cookie is set by the GDPR Cookie Consent plugin and is used to store whether or not user has consented to the use of cookies. It does not store any personal data.

Functional

Performance

Analytics

Others

Related Stories

Amazon’s Black Friday AirPods Pro deal drops earbuds to record low $153.99

The 35+ best Black Friday Nintendo Switch deals 2024

Best Black Friday TV deals 2024: 75+ expert-selected deals on QLED, OLED, & more

You may have missed

Amazon’s Black Friday AirPods Pro deal drops earbuds to record low $153.99

The 35+ best Black Friday Nintendo Switch deals 2024

Best Black Friday TV deals 2024: 75+ expert-selected deals on QLED, OLED, & more

The camera I recommend to most new photographers is $180 off for Black Friday