List: Generative AI | Curated by Nathan Hanks

Mar 8, 2025
30 stories
Generative AI
Kyle Jones
Identifying and Correcting for Serial Correlation in Dynamic Models for Time SeriesDynamic models in time series often exhibit serial correlation, a condition where error terms are correlated across time. Serial…
1d ago
1d ago
In
Level Up Coding
by
Lan Chu
The best RAG technique yet? Anthropic’s Contextual Retrieval and Hybrid SearchHow combining contextual BM25 with Contextual Embeddings can massively improve your RAG system.
Oct 1, 2024
22
Oct 1, 2024
22
Dirk Michel
On Amazon Bedrock and RAG with Structured DataAdopting  new built-in Agent memory and code interpreter features as well as Knowledge bases that access structured data stores.
Dec 12, 2024
1
Dec 12, 2024
1
In
Towards AWS
by
Proud2beCloud
Building a Claude 3 AI Agent with Amazon Bedrock, Amazon API Gateway, and AWS Lambda: A…Introduction
Sep 11, 2024
3
Sep 11, 2024
3
In
AI Advances
by
Tarun Singh
Advanced RAG Techniques: Unlocking the Next LevelIntroduction to Retrieval Augmented Generation (RAG)
Apr 17, 2024
Apr 17, 2024
In
TDS Archive
by
Michelangiolo Mazzeschi
Introducing Semantic Tag Filtering: Enhancing Retrieval with Tag SimilarityHow to use Semantic Similarity to improve tag filtering
Sep 9, 2024
3
Sep 9, 2024
3
Ali Arabi
Prompt Operation WorkflowA proposed solution architecture for Prompt Operation Workflow CICD and Monitoring on AWS using SageMaker and Bedrock
May 9, 2024
May 9, 2024
Felix Ndunda (Efen)
AWS Bedrock: A Practical Guide For EngineersBuilding Intelligent Products with AI
Mar 6, 2024
Mar 6, 2024
In
Towards AWS
by
Ike Gabriel Yuson
Dive into Generative AI with Amazon Bedrock and AWS Lambda Function URL Response StreamingGenerative AI has taken the industry by storm and a lot of companies and developers nowadays are itching to integrate this new piece of…
Apr 16, 2024
7
Apr 16, 2024
7
In
Dev Genius
by
Yujian Tang
LangChain vs LlamaIndex vs HaystackA commentary on three popular open source LLM frameworks
Nov 20, 2023
3
Nov 20, 2023
3
In
TDS Archive
by
Leonie Monigatti
Retrieval-Augmented Generation (RAG): From Theory to LangChain ImplementationFrom the theory of the original academic paper to its Python implementation with OpenAI, Weaviate, and LangChain
Nov 14, 2023
15
Nov 14, 2023
15
In
TDS Archive
by
Cameron R. Wolfe, Ph.D.
Falcon: The Pinnacle of Open-Source LLMsThe gap between open-source and proprietary LLMs continues to shrink…
Oct 24, 2023
1
Oct 24, 2023
1
In
Intuitively and Exhaustively Explained
by
Daniel Warfield
Retrieval Augmented Generation — Intuitively and Exhaustively ExplainMaking language models that can look stuff up
Oct 12, 2023
8
Oct 12, 2023
8
In
𝐀𝐈 𝐦𝐨𝐧𝐤𝐬.𝐢𝐨
by
Jeremy K
Code Llama: quick start guide and prompt engineeringIntroduction to utilizing Code Llama and prompt engineering with various tasks such as code completion, code review, etc.
Sep 5, 2023
1
Sep 5, 2023
1
Ankit
Generating Summaries for Large Documents with Llama2 using Hugging Face and LangchainIntroduction
Aug 27, 2023
5
Aug 27, 2023
5
In
TDS Archive
by
Maarten Grootendorst
Topic Modeling with Llama 2Create easily interpretable topics with Large Language Models
Aug 22, 2023
12
Aug 22, 2023
12
In
TDS Archive
by
Maarten Grootendorst
Introducing KeyLLM — Keyword Extraction with LLMsUse KeyLLM, KeyBERT, and Mistral 7B to extract keywords
Oct 5, 2023
15
Oct 5, 2023
15
In
Better Programming
by
Wenqi Glantz
Fine-Tuning Your Embedding Model to Maximize Relevance Retrieval in RAG PipelineNVIDIA SEC 10-K filing analysis before and after fine-tuning embeddings
Sep 12, 2023
Sep 12, 2023
In
TDS Archive
by
Matt Ambrogi
10 Ways to Improve the Performance of Retrieval Augmented Generation SystemsTools to go from prototype to production
Sep 18, 2023
16
Sep 18, 2023
16
In
TDS Archive
by
Priya Dwivedi
Private GPT: Fine-Tune LLM on Enterprise DataDoing cool things with data
Jul 5, 2023
6
Jul 5, 2023
6