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The Tech Buffet #23: 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.
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Ahmed Besbes

April 2024

The Tech Buffet #22: Why You Should Consider Weaviate As Your Ultimate Vector Database
Some insights from a 9-month project building RAGs for pharma
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Ahmed Besbes

March 2024

The Tech Buffet #21: 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.
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Ahmed Besbes
The Tech Buffet #20: How To deploy a Cloud Function That Summarizes Youtube Videos
A practical guide on industrializing a serverless LLM app with an infrastructure-as-code (IaC) framework
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Ahmed Besbes

February 2024

The Tech Buffet #19: How To Build and Deploy an LLM-Powered App To Chat with PapersWithCode
Keep up with the latest ML research
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Ahmed Besbes

January 2024

RAG Glossary
A one stop shop to learn about Retrieval Augmented Generation.
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Ahmed Besbes
The Tech Buffet #18: Advanced Retrieval Techniques for RAG
Query expansion, cross-encoder re-ranking and embedding adaptors
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Ahmed Besbes
The Tech Buffet #17: 9 Effective Techniques To Boost Retrieval Augmented Generation (RAG) Systems
ReRank, Hybrid Search, Query Expansion, Leveraging Metadata and more...
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Ahmed Besbes

December 2023

The Tech Buffet #16: Quickly Evaluate your RAG Without Manually Labeling Test Data
Automate the evaluation process of your Retrieval Augment Generation apps without any human intervention
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Ahmed Besbes
The Tech Buffet #15: Build and Evaluate LLM Applications with TruLens
Understand why your LLMs responded that way and take actions to prevent hallucinations
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Ahmed Besbes
1

November 2023

The Tech Buffet #14: A 3-Step Approach To Evaluate Your LLM-based Applications
Stop selecting the parameters of your RAG randomly
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Ahmed Besbes
2
The Tech Buffet #13: Getting a RAG To Work Well Is Hard - 5 Blog Posts To Become a RAG Master
What you should expect: RAG limitations, Tips on performance and production, Applications to specific domains, New methods for retrieval
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Ahmed Besbes
© 2024 Ahmed Besbes
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