List: AI tools and articles | Curated by Daniel Rizea

Dec 29, 2024
23 stories
7 saves
AI tools and articles
In
Binome
by
Craig Li, Ph.D
AI Agent Workflow Design Patterns — An OverviewIn our previous post, we introduced AI Agent Design Patterns. Now, we are in the process of implementing agent based on that design. At…
Dec 10, 2024
8
Dec 10, 2024
8
In
AI Advances
by
Debmalya Biswas
Long-term Memory for AI AgentsWhy Vector Databases are not sufficient for Memory Management of Agentic AI Systems?
Dec 8, 2024
20
Dec 8, 2024
20
In
TDS Archive
by
Giuseppe Scalamogna
From Prompt Engineering to Agent EngineeringIntroducing a Practical Agent Engineering Framework
May 29, 2024
7
May 29, 2024
7
Cobus Greyling
Four Levels of RAG — Research from MicrosoftImproving Retrieval-Augmented Generation (RAG) involves classifying queries based on user intent & focusing on context. Also utilising…
Nov 13, 2024
5
Nov 13, 2024
5
Sebastian Petrus
Top 10 RAG Frameworks Github Repos 2024Retrieval-Augmented Generation (RAG) has emerged as a powerful technique for enhancing the capabilities of large language models.
Sep 4, 2024
11
Sep 4, 2024
11
In
TDS Archive
by
Sandi Besen
AI Agent Workflows: A Complete Guide on Whether to Build With LangGraph or LangChainLangChain and LangGraph — A deep dive on key building blocks, how they handle core pieces of their functionality, and deciding between…
Oct 25, 2024
10
Oct 25, 2024
10
In
Towards AI
by
Abhinav Kimothi
A Taxonomy of Retrieval Augmented GenerationPowering the rise of Contextual AI —Over 200 terms including Components, Pipelines, Ops Stack, Technologies & more
Oct 21, 2024
12
Oct 21, 2024
12
In
CyberArk Engineering
by
Nir Bar
Building Production-Ready AI Agents with LangGraph: A Real-Life Use CaseA Developer Guide on Building Production-Ready AI Agents with LangGraph with a real-life use case
Oct 14, 2024
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Oct 14, 2024
16
In
TDS Archive
by
Mauro Di Pietro
GenAI with Python: Build Agents from Scratch (Complete Tutorial)with Ollama, LangChain, LangGraph (No GPU, No APIKEY)
Sep 29, 2024
41
Sep 29, 2024
41
In
Decoding ML
by
Paul Iusztin
The 4 Advanced RAG Algorithms You Must Know to ImplementImplement from scratch 4 advanced RAG methods to optimize your retrieval and post-retrieval algorithm
May 4, 2024
15
May 4, 2024
15
In
TDS Archive
by
Cristian Leo
The Math Behind Neural NetworksDive into Neural Networks, the backbone of modern AI, understand its mathematics, implement it from scratch, and explore its applications
Mar 29, 2024
25
Mar 29, 2024
25
In
TDS Archive
by
Josh Poduska
LLM Monitoring and ObservabilityA Summary of Techniques and Approaches for Responsible AI
Sep 15, 2023
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Sep 15, 2023
4
In
TDS Archive
by
TDS Editors
The Ins and Outs of Working with Embeddings and Embedding ModelsOur weekly selection of must-read Editors’ Picks and original features
Mar 7, 2024
Mar 7, 2024
In
TDS Archive
by
Haden
Baseline Models in Time SeriesWhy (and how) you should create a baseline model before you train your final model
Mar 7, 2024
1
Mar 7, 2024
1
In
TDS Archive
by
Yanli Liu
How to Generate Instruction Datasets from Any Documents for LLM Fine-TuningGenerate high-quality synthetic datasets economically using lightweight libraries
Mar 6, 2024
14
Mar 6, 2024
14
In
TDS Archive
by
Marco Peixeiro
Time-LLM: Reprogram an LLM for Time Series ForecastingDiscover the architecture of Time-LLM and apply it in a forecasting project with Python
Mar 5, 2024
3
Mar 5, 2024
3
In
Towards AI
by
Youssef Hosni
Andrej Karpathy LLM Paper Reading List for LLM MasteryLLM Paper Recommendation from World Leading AI Researcher
Dec 7, 2023
2
Dec 7, 2023
2
Suman Das
Fine Tune Large Language Model (LLM) on a Custom Dataset with QLoRAThe field of natural language processing has been revolutionized by large language models (LLMs), which showcase advanced capabilities and…
Jan 25, 2024
21
Jan 25, 2024
21
In
TDS Archive
by
Heiko Hotz
RAG vs Finetuning — Which Is the Best Tool to Boost Your LLM Application?The definitive guide for choosing the right method for your use case
Aug 24, 2023
30
Aug 24, 2023
30
In
TDS Archive
by
Ahmed Besbes
Why Your RAG is Not Reliable in a Production EnvironmentAnd how you should tune it properly 🛠️
Oct 12, 2023
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Oct 12, 2023
17