List: LLM & RAG Stories I loved | Curated by Thuwarakesh Murallie

Feb 3, 2025
31 stories
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LLM & RAG Stories I lovedI read every story on LLM and RAG. Here are the best ones. 
In
TDS Archive
by
Shaw Talebi
Fine-tuning Multimodal Embedding ModelsAdapting CLIP to YouTube Data (with Python Code)
Jan 31
1
Jan 31
1
Yugank .Aman
Top Agentic AI Design Patterns for Architecting AI SystemsLearning is a continuous journey, whether you’re human or an AI model. However, one question that often comes up is, can these AI models…
Jan 20
2
Jan 20
2
In
TDS Archive
by
Maxime Labonne
The Large Language Model CourseHow to become an LLM Scientist or Engineer from scratch
Jan 16
16
Jan 16
16
In
TDS Archive
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Aparna Dhinakaran
Safeguarding LLMs with GuardrailsA pragmatic guide to implementing guardrails, covering both Guardrails AI and NVIDIA’s NeMo Guardrails
Sep 1, 2023
3
Sep 1, 2023
3
In
TDS Archive
by
Maarten Grootendorst
GPTQ vs. GGUF vs. AWQ: Which Quantization Method is Right for You?Exploring Pre-Quantized Large Language Models
Nov 14, 2023
9
Nov 14, 2023
9
In
TDS Archive
by
Sean Sheng
Benchmarking LLM Inference BackendsComparing Llama 3 serving performance on vLLM, LMDeploy, MLC-LLM, TensorRT-LLM, and TGI
Jun 17, 2024
1
Jun 17, 2024
1
In
TDS Archive
by
Shaw Talebi
LLM Fine-tuning — FAQsAnswering the most common questions I received as an AI consultant
Sep 26, 2024
2
Sep 26, 2024
2
Expected to read something about crew.ai. But, what I find was different yet very informative. 
In
TDS Archive
by
Aparna Dhinakaran
Choosing Between LLM Agent FrameworksThe tradeoffs between building bespoke code-based agents and the major agent frameworks.
Sep 21, 2024
26
Sep 21, 2024
26
In
Better Programming
by
Sergei Savvov
7 Frameworks for Serving LLMsFinally, a comprehensive guide into LLMs inference and serving with detailed comparison.
Aug 11, 2023
17
Aug 11, 2023
17
In
Microsoft Azure
by
Valentina Alto
Introducing GraphRAG with LangChain and Neo4jPart 2: Implementing and evaluating a GraphRAG application
May 12, 2024
4
May 12, 2024
4
In
Intel Tech
by
Intel
Tabular Data, RAG, & LLMs: Improve Results Through Data Table PromptingHow to ingest small tabular data when working with LLMs.
May 14, 2024
6
May 14, 2024
6
In
Towards AI
by
Florian June
Revisiting Chunking in the RAG PipelineUnveiling the Cutting-Edge Advances in Chunking
Sep 4, 2024
3
Sep 4, 2024
3
In
Towards AI
by
Karan Kaul | カラン
Fine-Tune Llama3.1 8b in 2 Mins with only 12 training samples!Teach Llama3.1 your output format by creating a small dataset, then fine-tuning using Unsloth & Google Colab.
Sep 8, 2024
13
Sep 8, 2024
13
In
Towards AI
by
Milan Tamang
Build Your Own Llama 3 Architecture from Scratch Using PyTorchA step-by-step guide to building the complete architecture of the Llama 3 model from scratch and performing training and inferencing on a…
Sep 1, 2024
6
Sep 1, 2024
6
In
TDS Archive
by
Dominik Polzer
17 (Advanced) RAG Techniques to Turn Your LLM App Prototype into a Production-Ready SolutionA collection of RAG techniques to help you develop your RAG app into something robust that will last
Jun 26, 2024
30
Jun 26, 2024
30
In
TDS Archive
by
Mariya Mansurova
Multi AI Agent Systems 101Automating Routine Tasks in Data Source Management with CrewAI
Jun 16, 2024
15
Jun 16, 2024
15
In
TDS Archive
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Mauro Di Pietro
GenAI with Python: RAG with LLM (Complete Tutorial)Build your own ChatGPT with multimodal data and run it on your laptop without GPU
Jun 28, 2024
17
Jun 28, 2024
17
In
TDS Archive
by
Almog Baku
Building LLM Apps: A Clear Step-By-Step GuideComprehensive Steps for Building LLM-Native Apps: From Initial Idea to Experimentation, Evaluation, and Productization
Jun 10, 2024
21
Jun 10, 2024
21
In
TDS Archive
by
Guillaume Weingertner
Running Local LLMs is More Useful and Easier Than You ThinkA step-by-step guide to run Llama3 locally with Python
Jul 11, 2024
14
Jul 11, 2024
14
In
TDS Archive
by
Tomaz Bratanic
Integrating Microsoft GraphRAG into Neo4jStore the MSFT GraphRAG output into Neo4j and implement local and global retrievers with LangChain or LlamaIndex
Jul 31, 2024
10
Jul 31, 2024
10