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Ahmed Besbes

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Ahmed Besbes

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Jun 17, 2021

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

Bio, best work on Medium and extended online portfolio

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

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Data Science Collective

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Ahmed Besbes

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Aug 23, 2024

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.

What Nobody Tells You About RAGs

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Level Up Coding

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Ahmed Besbes

·

Apr 28, 2024

Why You Should Consider Weaviate As Your Ultimate Vector Database

Some insights from a 9-month project building RAGs

Why You Should Consider Weaviate As Your Ultimate Vector Database

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Level Up Coding

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Ahmed Besbes

·

Mar 22, 2024

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.

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

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Level Up Coding

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Ahmed Besbes

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Mar 14, 2024

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

How to Deploy a Serverless API That Summarizes YouTube Videos

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Level Up Coding

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Ahmed Besbes

·

Feb 1, 2024

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

Keep up with the latest ML research

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

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TDS Archive

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Ahmed Besbes

·

Jan 15, 2024

3 Advanced Document Retrieval Techniques To Improve RAG Systems

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

3 Advanced Document Retrieval Techniques To Improve RAG Systems

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TDS Archive

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Ahmed Besbes

·

Jan 2, 2024

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

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

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

In

Level Up Coding

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Ahmed Besbes

·

Dec 21, 2023

Quickly Evaluate your RAG Without Manually Labeling Test Data

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

Quickly Evaluate your RAG Without Manually Labeling Test Data

In

Level Up Coding

by

Ahmed Besbes

·

Dec 4, 2023

Build and Evaluate LLM Applications with TruLens

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

Build and Evaluate LLM Applications with TruLens

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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