List: LLM | Curated by Ritesh Shergill

Jan 28, 2025
27 stories
LLMRAG visualization
In
TDS Archive
by
Lihi Gur Arie, PhD
Extracting Structured Vehicle Data from ImagesBuild an Automated Vehicle Documentation System that Extracts Structured Information from Images, using OpenAI API, LangChain and Pydantic.
Jan 27
Jan 27
In
Level Up Coding
by
Júlio Almeida
Claude 3.5 — The King of Document IntelligenceAchieving Near-Perfect Document Intelligence with Claude 3.5 Sonnet and Haiku. Classification, Splitting, and Extraction
Oct 29, 2024
15
Oct 29, 2024
15
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
Generative AI
by
Kenny Vaneetvelde
Forget LangChain, CrewAI and AutoGen — Try This Framework and Never Look BackIn the rapidly evolving field of artificial intelligence, developers are inundated with frameworks and tools promising to simplify the…
Oct 21, 2024
36
Oct 21, 2024
36
BavalpreetSinghh
Transformer from scratch using PytorchIn today’s blog we will go through the understanding of transformers architecture. Transformers have revolutionized the field of Natural…
Jun 15, 2024
5
Jun 15, 2024
5
In
TDS Archive
by
Tomaz Bratanic
Implementing GraphReader with Neo4j and LangGraphElevating RAG accuracy and performance by structuring long documents into explorable graphs and implementing graph-based agent systems
Sep 21, 2024
10
Sep 21, 2024
10
In
TDS Archive
by
Marco Peixeiro
Mixture of KAN Experts for High-Performance Time Series ForecastingExplore the RMoK model and its architecture, and apply it in a small experiment using Python.
Sep 11, 2024
4
Sep 11, 2024
4
Agent Issue
Say Hello to ‘Her’: Real-Time AI Voice Agents with 500ms Latency, Now Open SourceVoice Mode is hands down one of the coolest features in ChatGPT, right?
Aug 17, 2024
13
Aug 17, 2024
13
In
TDS Archive
by
Mariya Mansurova
From Basics to Advanced: Exploring LangGraphBuilding single- and multi-agent workflows with human-in-the-loop interactions
Aug 15, 2024
3
Aug 15, 2024
3
In
TDS Archive
by
Benjamin Marie
Multi-GPU Fine-tuning for Llama 3.1 70B with FSDP and QLoRAWhat you can do with only 2x24 GB GPUs and a lot of CPU RAM
Aug 8, 2024
2
Aug 8, 2024
2
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
M K Pavan Kumar
Advanced Realtime RAG with Llama-Agents, Qdrant, and KafkaIn today’s data-driven world, the ability to process and retrieve information in real-time is crucial. This article delves into Advanced…
Jul 21, 2024
2
Jul 21, 2024
2
In
TDS Archive
by
Maxime Labonne
Fine-Tune Llama 3.1 Ultra-Efficiently with UnslothA beginner’s guide to state-of-the-art supervised fine-tuning
Jul 29, 2024
5
Jul 29, 2024
5
In
TDS Archive
by
Alvaro Corrales Cano
Forecasting in the Age of Foundation ModelsBenchmarking Lag-Llama against XGBoost
Jul 20, 2024
2
Jul 20, 2024
2
In
TDS Archive
by
Marco Peixeiro
Lag-Llama: Open-Source Foundation Model for Time Series ForecastingExplore the architecture of Lag-Llama and learn to apply it in a forecasting project using Python
Feb 13, 2024
4
Feb 13, 2024
4
In
TDS Archive
by
Harys Dalvi
EDA for Word EmbeddingsData scientists use EDA for everything. Why not word embeddings?
Jul 12, 2024
2
Jul 12, 2024
2
In
TDS Archive
by
Yanli Liu
Why Representation Finetuning is the Most Efficient Approach Today?A Step-by-Step Guide to Representation Finetuning LLAMA3
May 26, 2024
10
May 26, 2024
10
In
GoPenAI
by
M K Pavan Kumar
Improved RAG with Llama3 and OllamaIn this article we will see on how to implement an advanced RAG with fully local infrastructure leveraging the most advanced openly…
Apr 19, 2024
8
Apr 19, 2024
8
In
TDS Archive
by
Yanli Liu
Building Local RAG Chatbots Without Coding Using LangFlow and OllamaA Quick Way to Prototype RAG Applications Based on LangChain
Apr 8, 2024
6
Apr 8, 2024
6
Madhav Thaker
(Part 1) Build your own RAG with Mistral-7B and LangChainLLMs have taken the world by storm and rightfully so. They help you with every day tasks like building a coding project, creating a recipe…
Nov 14, 2023
16
Nov 14, 2023
16