Ahmed Besbes – Medium

Ahmed Besbes

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Get to Know Me Through My Work (Updated February 2023)

Bio, best work on Medium and extended online portfolio

Jun 17, 2021

Get to Know Me Through My Work (Updated February 2023)

Jun 17, 2021

Published in
Data Science Collective

What Nobody Tells You About RAGs

A deep dive into why RAG doesn’t always work as expected: an overview of the business value, the data, and the technology behind it.

Aug 23, 2024

What Nobody Tells You About RAGs

Aug 23, 2024

Published in
Level Up Coding

Why You Should Consider Weaviate As Your Ultimate Vector Database

Some insights from a 9-month project building RAGs

Apr 28, 2024

Why You Should Consider Weaviate As Your Ultimate Vector Database

Apr 28, 2024

Published in
Level Up Coding

Deploy A Production-Ready Streamlit App with Cloud Run and Cloud Build

How to ship containerized applications on a serverless architecture and over a CICD pipeline.

Mar 22, 2024

Deploy A Production-Ready Streamlit App with Cloud Run and Cloud Build

Mar 22, 2024

Published in
Level Up Coding

How to Deploy a Serverless API That Summarizes YouTube Videos

A practical guide on industrializing a serverless LLM-powered app with an infrastructure-as-code (IaC) framework

Mar 14, 2024

How to Deploy a Serverless API That Summarizes YouTube Videos

Mar 14, 2024

Published in
Level Up Coding

How To Build an LLM-Powered App To Chat with PapersWithCode

Keep up with the latest ML research

Feb 1, 2024

How To Build an LLM-Powered App To Chat with PapersWithCode

Feb 1, 2024

Published in
TDS Archive

3 Advanced Document Retrieval Techniques To Improve RAG Systems

Query expansion, cross-encoder re-ranking, and embedding adaptors

Jan 15, 2024

3 Advanced Document Retrieval Techniques To Improve RAG Systems

Jan 15, 2024

Published in
TDS Archive

9 Effective Techniques To Boost Retrieval Augmented Generation (RAG) Systems

ReRank, Hybrid Search, Query Expansion, Leveraging Metadata, and more…

Jan 2, 2024

9 Effective Techniques To Boost Retrieval Augmented Generation (RAG) Systems

Jan 2, 2024

Published in
Level Up Coding

Quickly Evaluate your RAG Without Manually Labeling Test Data

Automate the evaluation process of your Retrieval Augment Generation apps without any manual intervention

Dec 21, 2023

Quickly Evaluate your RAG Without Manually Labeling Test Data

Dec 21, 2023

Published in
Level Up Coding

Build and Evaluate LLM Applications with TruLens

Understand why your LLMs responded that way and take action to prevent hallucinations

Dec 4, 2023

Build and Evaluate LLM Applications with TruLens

Dec 4, 2023

Ahmed Besbes

Ahmed Besbes

Medium Top Writer (+2M views) | I write about python and productionizing ML code into scalable apps. Exclusive content here: https://thetechbuffet.substack.com/

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