Ahmed Besbes – Medium

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Ahmed Besbes

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

Bio, best work on Medium and extended online portfolio

5 min readJun 17, 2021

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

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Ahmed Besbes
in
Level Up Coding

Why You Should Consider Weaviate As Your Ultimate Vector Database

Some insights from a 9-month project building RAGs

15 min readApr 28, 2024

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Why You Should Consider Weaviate As Your Ultimate Vector Database

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Ahmed Besbes
in
Towards Data Science

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.

8 min readMar 22, 2024

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

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Ahmed Besbes
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

9 min readMar 14, 2024

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How to Deploy a Serverless API That Summarizes YouTube Videos

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Ahmed Besbes
in
Towards Data Science

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

Keep up with the latest ML research

11 min readFeb 1, 2024

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

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Ahmed Besbes
in
Towards Data Science

3 Advanced Document Retrieval Techniques To Improve RAG Systems

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

10 min readJan 15, 2024

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3 Advanced Document Retrieval Techniques To Improve RAG Systems

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Ahmed Besbes
in
Towards Data Science

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

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

7 min readJan 2, 2024

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

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Ahmed Besbes
in
Towards Data Science

Quickly Evaluate your RAG Without Manually Labeling Test Data

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

12 min readDec 21, 2023

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Quickly Evaluate your RAG Without Manually Labeling Test Data

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Ahmed Besbes
in
Level Up Coding

Build and Evaluate LLM Applications with TruLens

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

8 min readDec 4, 2023

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Build and Evaluate LLM Applications with TruLens

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Ahmed Besbes
in
Towards Data Science

A 3-Step Approach to Evaluate a Retrieval Augmented Generation (RAG)

Stop selecting the parameters of your RAG randomly

9 min readNov 23, 2023

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A 3-Step Approach to Evaluate a Retrieval Augmented Generation (RAG)

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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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