List: LLMs | Curated by Kevin Dunn

Jan 16, 2025
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LLMsLanguage models
Uri Merhav
Vector Similarity Search is HopelessA pre-baked notion of similarity is inherently flawed and doomed to fail. We can do better.
Dec 29, 2024
10
Dec 29, 2024
10
Austin Starks
You are an absolute moron for believing in the hype of “AI Agents”.All of my articles are 100% free to read. Non-members can read for free by clicking my friend link!
Jan 11
308
Jan 11
308
In
TDS Archive
by
Brian Godsey
Vector Embeddings are Lossy. Here’s What to Do About It.AI systems aren’t perfect (GASP!) and these are some of the reasons why.
Sep 28, 2024
5
Sep 28, 2024
5
In
DataDrivenInvestor
by
Andreas Stöckl
New Chunking Method for RAG-SystemsEnhanced Document Splitting
Jun 2, 2024
17
Jun 2, 2024
17
In
Python’s Gurus
by
Isaac Kargar
Unlocking the Power of Discrete Latent SpacesNote: AI tools are used as assistants in this blog!
Mar 20, 2024
Mar 20, 2024
In
TDS Archive
by
Cameron R. Wolfe, Ph.D.
The Basics of AI-Powered (Vector) SearchHow the modern AI boom has completely revolutionized search applications…
Mar 18, 2024
2
Mar 18, 2024
2
In
TDS Archive
by
Leonie Monigatti
Advanced Retrieval-Augmented Generation: From Theory to LlamaIndex ImplementationHow to address limitations of naive RAG pipelines by implementing targeted advanced RAG techniques in Python
Feb 19, 2024
13
Feb 19, 2024
13
In
TDS Archive
by
Vincent Koc
Generative AI Design Patterns: A Comprehensive GuideReference architecture patterns and mental models for working with Large Language Models (LLM’s)
Feb 13, 2024
19
Feb 13, 2024
19
In
TDS Archive
by
Luís Roque
Mistral AI vs. Meta: Comparing Top Open-source LLMsA comparison between Mistral 7B vs Llama 2 7B and Mixtral 8x7B vs Llama 2 70B
Jan 23, 2024
7
Jan 23, 2024
7
In
TDS Archive
by
Tomaz Bratanic
Evaluating LLMs in Cypher Statement GenerationStep-by-step tutorial for assessing the accuracy of generated Cypher Statements
Jan 19, 2024
2
Jan 19, 2024
2
In
Neo4j Developer Blog
by
Fanghua (Joshua) Yu
Building A Graph+LLM Powered RAG Application from PDF DocumentsA Step-by-step Walkthrough with GenAI-Stack and OpenAI
Jan 15, 2024
3
Jan 15, 2024
3
Amod's Notes
The Future of GenAI with KG-Enhanced RAG SystemsDiscover how ChatGPT and neo4j merge with Knowledge Graphs in LLMs for breakthrough AI.
Dec 28, 2023
Dec 28, 2023
In
TDS Archive
by
Wenqi Glantz
Safeguarding Your RAG Pipelines: A Step-by-Step Guide to Implementing Llama Guard with LlamaIndexHow to add Llama Guard to your RAG pipelines to moderate LLM inputs and outputs and combat prompt injection
Dec 27, 2023
2
Dec 27, 2023
2
In
Towards AI
by
IVAN ILIN
Advanced RAG Techniques: an Illustrated OverviewA comprehensive study of the advanced retrieval augmented generation techniques and algorithms, systemising various approaches. The article…
Dec 17, 2023
38
Dec 17, 2023
38
In
TDS Archive
by
Anthony Alcaraz
LLM and GNN: How to Improve Reasoning of Both AI Systems on Graph DataArtificial intelligence software was used to enhance the grammar, flow, and readability of this article’s text.
Dec 3, 2023
8
Dec 3, 2023
8
In
Artificial Intelligence in Plain English
by
Anthony Alcaraz
New Research Proves Knowledge Graphs Drastically Improve Accuracy of Large Language Models on…Artificial intelligence software was used to enhance the grammar, flow, and readability of this article’s text.
Nov 15, 2023
1
Nov 15, 2023
1
In
Towards AI
by
David Leibowitz
ChatGPT As an OCR For PDFs: Your ETL Engine for Data AnalysisCoding  in English at the speed of thought
Nov 3, 2023
13
Nov 3, 2023
13
In
TDS Archive
by
Anthony Alcaraz
Embeddings + Knowledge Graphs: The Ultimate Tools for RAG SystemsThe advent of large language models (LLMs) , trained on vast amounts of text data, has been one of the most significant breakthroughs in…
Nov 14, 2023
11
Nov 14, 2023
11
In
Neo4j Developer Blog
by
Saurav Joshi
Enhanced QA Integrating Unstructured and Graph Knowledge Using Neo4j and LangChainNeo4j Vector Index and GraphCypherQAChain for optimizing the synthesis of information for informed response generation with Mistral-7b
Oct 11, 2023
3
Oct 11, 2023
3
In
Towards AI
by
Patrick Meyer
Entity Recognition with LLM: A Complete EvaluationLLMs are capable of performing a wide range of NLP tasks, such as named entity recognition. In this study, I tested an open-source library…
Sep 1, 2023
3
Sep 1, 2023
3