List: ML | Curated by Artem Shelamanov

Apr 5, 2024
33 stories
1 save
ML
Uğur Özker
Advanced RAG ArchitectureWhat is RAG? Advanced Topics & Challenges of RAG
Mar 23, 2024
5
Mar 23, 2024
5
In
TDS Archive
by
Arunn Thevapalan
Building Your First Desktop Application using PySide6 [A Data Scientist Edition]Surprise, surprise. It’s not as hard as I thought it would be.
Mar 16, 2024
9
Mar 16, 2024
9
Incletech Admin
Build your own Production ready Retrival Augmented Genration-System at Zero Cost.In this article, we have implemented a production-ready Advanced RAG System , at zero cost😎.
Nov 27, 2023
2
Nov 27, 2023
2
In
Heartbeat
by
Yennhi95zz
Web Scraping With 5 Different Methods: All You Need to KnowIncluding how to use LangChain and LLMs for web scraping!
Feb 29, 2024
14
Feb 29, 2024
14
In
AI Advances
by
Konstantin Rink
Enhancing LLMs with Search APIsA Comparison of 4 Search APIs for LLMs to Provide Your AI Agents Access to the Latest Data
Mar 2, 2024
5
Mar 2, 2024
5
In
Python in Plain English
by
Max N
Demystifying Apache Spark in Python: A Practical Guide for Data EnthusiastsDive into the World of Apache Spark with Python for Efficient Big Data Processing
Mar 5, 2024
Mar 5, 2024
In
GoPenAI
by
Agent Issue
I tried 100s of MLOps tools, this is the absolute best for production-ready AI deployments!Over the years, I trained and fine-tuned a lot of models, which were all shining bright in my Jupyter notebooks. Every time, I was itching…
Feb 21, 2024
1
Feb 21, 2024
1
In
TDS Archive
by
Benjamin Etienne
A Complete Guide to Write your own TransformersAn end-to-end implementation of a Pytorch Transformer, in which we will cover key concepts such as self-attention, encoders, decoders, and…
Feb 24, 2024
10
Feb 24, 2024
10
Ryan Nguyen
All of my LLM and RAG ArticlesThis post contains all the articles in my Medium and I will keep updating it here for you to easy to look up the post you need.
Jan 7, 2024
1
Jan 7, 2024
1
In
Towards AI
by
Luhui Hu
Computer Vision: 2023 Recaps and 2024 TrendsExploring key advances and future directions in AI-driven vision
Dec 28, 2023
5
Dec 28, 2023
5
Bragadeesh Sundararajan
End-to-End Machine Learning Deployment: From Model Building to Kubernetes Scaling with MLflow…In the realm of machine learning, building accurate models is only half the journey. The real magic happens when those models step out of…
Sep 26, 2023
5
Sep 26, 2023
5
In
Python in Plain English
by
Durgesh Samariya
Monitoring and Logging in Docker: Insights into Containerized FastAPI AppsPart 11 of DockerProSeries
Feb 5, 2024
Feb 5, 2024
In
TDS Archive
by
Wenqi Glantz
12 RAG Pain Points and Proposed SolutionsSolving the core challenges of Retrieval-Augmented Generation
Jan 30, 2024
16
Jan 30, 2024
16
In
TDS Archive
by
Leonie Monigatti
Evaluating RAG Applications with RAGAsA framework with metrics and LLM-generated data to evaluate the performance of your Retrieval-Augmented Generation pipeline
Dec 13, 2023
9
Dec 13, 2023
9
In
TDS Archive
by
Giorgos Myrianthous
Mastering Airflow VariablesThe way you retrieve variables from Airflow can impact the performance of your DAGs
Jan 27, 2024
4
Jan 27, 2024
4
In
TDS Archive
by
Nikita Kiselov
Building, Evaluating and Tracking a Local Advanced RAG System | Mistral 7b + LlamaIndex + W&BLearn how to build, evaluate and track advanced RAG system using local Mistral-7b, LlamaIndex, and W&B. Step-by-step guide with code.
Jan 19, 2024
3
Jan 19, 2024
3
In
Level Up Coding
by
Yeyu Huang
How to Orchestrate the Conversation Between Multiple Agents in AutoGenA Quick Guide to the Usage of the “Description” Field in the GroupChat
Jan 19, 2024
1
Jan 19, 2024
1
In
TDS Archive
by
Iulia Brezeanu
Advanced Query Transformations to Improve RAGDifferent approaches to query transformations
Jan 10, 2024
3
Jan 10, 2024
3
Akriti Upadhyay
Building Advanced RAG Applications Using FalkorDB, LangChain, Diffbot API, and OpenAIBy Akriti Upadhyay
Jan 18, 2024
3
Jan 18, 2024
3
Barr Moses
Top 10 Data & AI Trends for 2024From LLMs transforming the modern data stack to data observability for vector databases, here are my predictions for the top data…
Jan 18, 2024
25
Jan 18, 2024
25