List: Reference Architecture | Curated by Alex Mikhalev

Feb 4, 2025
68 stories
Reference Architecture
In
Generative AI
by
Fabio Matricardi
How a Small Language Model can achieve 100% accuracyIn Context Learning is Underrated — ICL is the secret key to reach performance boosting — teach to an AI how to say “I don’t know” — part 2
Jan 18
7
Jan 18
7
Victor Morgante
The Atoms of KnowledgeFoundations of a Knowledge Graph/Index
Sep 18, 2024
Sep 18, 2024
In
Artificial Intelligence in Plain English
by
Volodymyr Pavlyshyn
Ontology vs Databases for AI Agent MemoryA Short History of Databases
Jan 29
3
Jan 29
3
In
Towards AI
by
Louis-François Bouchard
Is CAG the Future of LLMs?CAG vs RAG: Which One is Right for You?
Jan 29
1
Jan 29
1
In
Artificial Intelligence in Plain English
by
Volodymyr Pavlyshyn
Declarative Semantic Memory Modeling for AI Agents with MetagraphsArtificial intelligence (AI) agents are evolving beyond mere large language models (LLMs) to encompass increasingly sophisticated memory…
Dec 8, 2024
1
Dec 8, 2024
1
Andrey Alekseev
🚀 Why Your ML Service Needs Rust + CatBoost: A Setup Guide That Actually WorksWhen we’re working with batch processing, Python does the job just fine. But real-time serving? That’s where things get interesting.
Jan 13
Jan 13
Andrew Zuo
Apple Study Says AI Can’t CodeHow To Become A -10× Developer
Oct 19, 2024
75
Oct 19, 2024
75
In
Neo4j Developer Blog
by
Tomaz Bratanic
Build a Knowledge Graph-based Agent With Llama 3.1, NVIDIA NIM, and LangChainFunction-calling capabilities retrieve structured data from a knowledge graph to power your RAG apps
Aug 3, 2024
1
Aug 3, 2024
1
Valeriy Manokhin, PhD, MBA, CQF
Python vs R for time-series forecastingTL;DR when it comes to forecasting and time series in 2022, Python is the no-brainer lingua franca choice for forecasting R&D and…
Nov 28, 2021
2
Nov 28, 2021
2
In
Towards AI
by
Kenny Vaneetvelde
This Simple AI-powered Python Script will Completely Change How You WorkAs programmers, we often find ourselves in situations when we need to give our wrists a break. Be it long coding sessions or the urge for a…
Aug 13, 2024
10
Aug 13, 2024
10
In
TDS Archive
by
Alon Agmon
Scale Up Your RAG: A Rust-Powered Indexing Pipeline with LanceDB and CandleBuilding a High-Performance Embedding and Indexing System for Large-Scale Document Processing and Retrieval
Jul 11, 2024
Jul 11, 2024
In
TDS Archive
by
Dmitry Kan
Not All Vector Databases Are Made EqualA detailed comparison of Milvus, Pinecone, Vespa, Weaviate, Vald, GSI and Qdrant
Oct 2, 2021
6
Oct 2, 2021
6
In
Artificial Intelligence in Plain English
by
Anthony Alcaraz
How To Prioritize Tools Usage for Large Languages Models Agents?Artificial intelligence software was used to enhance the grammar, flow, and readability of this article’s text.
Oct 25, 2023
Oct 25, 2023
In
ThirdAI Blog
by
Anshu
Demystifying LLM-Driven Search: Stop Comparing Embeddings or VectorDBs and Start Fine-TuningA comprehensive evaluation of a commercial semantic search system reveals that the ability to continuously fine-tune retrieval models with…
Oct 10, 2023
7
Oct 10, 2023
7
In
Artificial Intelligence in Plain English
by
Anthony Alcaraz
Enhancing Reasoning Capabilities of AI systems with Knowledge GraphsArtificial intelligence software was used to enhance the grammar, flow, and readability of this article’s text.
Oct 8, 2023
3
Oct 8, 2023
3
In
Artificial Intelligence in Plain English
by
Anthony Alcaraz
Automating Ontology Construction with Large Language ModelsOntologies play a key role in structuring and organizing knowledge across domains. However, building ontologies manually is an arduous…
Oct 1, 2023
Oct 1, 2023
In
Toloka
by
Viacheslav Zhukov
Choosing the best architecture for your text classification taskA review of models based on real-world applications
Feb 15, 2023
Feb 15, 2023
In
TDS Archive
by
Olga Chernytska
Building Better ML Systems — Chapter 4. Model Deployment and BeyondAbout deployment, monitoring, data distribution drifts, model updates, and tests in production.
Sep 28, 2023
5
Sep 28, 2023
5
Cory Doctorow
Kickstarting a book to end enshittification, because Amazon will not carry it“The Internet Con: How to Seize the Means of Computation” comes out from Verso on Sept 5.
Jul 31, 2023
7
Jul 31, 2023
7
In
Level Up Coding
by
Salvatore Raieli
FinGPT: open-source LLM for financeWhy this is important? Why do we need it?
Jun 20, 2023
5
Jun 20, 2023
5