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The Tech Buffet

A newsletter about practical machine learning and programming. Weekly insights to ship your products faster.

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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.

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

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.

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

The Tech Buffet #19: How To Build and Deploy an LLM-Powered App To Chat with PapersWithCode

Keep up with the latest ML research

RAG Glossary

A one stop shop to learn about Retrieval Augmented Generation.

The Tech Buffet #18: Advanced Retrieval Techniques for RAG

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

The Tech Buffet #17: 9 Effective Techniques To Boost Retrieval Augmented Generation (RAG) Systems

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

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

The Tech Buffet #15: Build and Evaluate LLM Applications with TruLens

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