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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.
Aug 22, 2024
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Ahmed Besbes
1
1
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
Apr 23, 2024
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Ahmed Besbes
2
1
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.
Mar 22, 2024
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Ahmed Besbes
6
1
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The Tech Buffet #3: 4 Tools to add to your Python Project Before Shipping to Production
Sep 9, 2023
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Ahmed Besbes
10
2
The Tech Buffet #17: 9 Effective Techniques To Boost Retrieval Augmented Generation (RAG) Systems
Jan 2, 2024
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Ahmed Besbes
7
2
The Tech Buffet #16: Quickly Evaluate your RAG Without Manually Labeling Test Data
Dec 18, 2023
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Ahmed Besbes
5
1
The Tech Buffet #20: How To deploy a Cloud Function That Summarizes Youtube Videos
Mar 11, 2024
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Ahmed Besbes
7
The Tech Buffet #12: Improve RAG Pipelines With These 3 Indexing Methods
Nov 6, 2023
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Ahmed Besbes
5
1
The Tech Buffet #6: Why Your RAG is Not Reliable in Production
Oct 10, 2023
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Ahmed Besbes
7
1
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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
Mar 11, 2024
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Ahmed Besbes
7
The Tech Buffet #19: How To Build and Deploy an LLM-Powered App To Chat with PapersWithCode
Keep up with the latest ML research
Feb 3, 2024
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Ahmed Besbes
2
RAG Glossary
A one stop shop to learn about Retrieval Augmented Generation.
Jan 21, 2024
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Ahmed Besbes
9
1
The Tech Buffet #18: Advanced Retrieval Techniques for RAG
Query expansion, cross-encoder re-ranking and embedding adaptors
Jan 8, 2024
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Ahmed Besbes
4
1
The Tech Buffet #17: 9 Effective Techniques To Boost Retrieval Augmented Generation (RAG) Systems
ReRank, Hybrid Search, Query Expansion, Leveraging Metadata and more...
Jan 2, 2024
•
Ahmed Besbes
7
2
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
Dec 18, 2023
•
Ahmed Besbes
5
1
The Tech Buffet #15: Build and Evaluate LLM Applications with TruLens
Understand why your LLMs responded that way and take actions to prevent hallucinations
Dec 3, 2023
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Ahmed Besbes
1
1
1
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