The Tech Buffet

Home
Notes
Blog
AI notebooks
RAG Glossary
Archive
About
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.
 • 
Ahmed Besbes
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
 • 
Ahmed Besbes
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.
 • 
Ahmed Besbes
Most Popular
View all
The Tech Buffet #3: 4 Tools to add to your Python Project Before Shipping to Production
 • Ahmed Besbes
The Tech Buffet #17: 9 Effective Techniques To Boost Retrieval Augmented Generation (RAG) Systems
 • Ahmed Besbes
The Tech Buffet #16: Quickly Evaluate your RAG Without Manually Labeling Test Data
 • Ahmed Besbes
The Tech Buffet #20: How To deploy a Cloud Function That Summarizes Youtube Videos
 • Ahmed Besbes
The Tech Buffet #6: Why Your RAG is Not Reliable in Production
 • Ahmed Besbes
The Tech Buffet #12: Improve RAG Pipelines With These 3 Indexing Methods
 • Ahmed Besbes
1
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
 • 
Ahmed Besbes
The Tech Buffet #19: How To Build and Deploy an LLM-Powered App To Chat with PapersWithCode
Keep up with the latest ML research
 • 
Ahmed Besbes
RAG Glossary
A one stop shop to learn about Retrieval Augmented Generation.
 • 
Ahmed Besbes
The Tech Buffet #18: Advanced Retrieval Techniques for RAG
Query expansion, cross-encoder re-ranking and embedding adaptors
 • 
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...
 • 
Ahmed Besbes
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
 • 
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
 • 
Ahmed Besbes
1
The Tech Buffet
The Tech Buffet
A newsletter about practical machine learning and programming. Weekly insights to ship your products faster.

The Tech Buffet

AboutArchiveSitemap
© 2025 Ahmed Besbes
Privacy ∙ Terms ∙ Collection notice
Start WritingGet the app
Substack is the home for great culture