List: AI applications | Curated by Mauricio Arancibia

Nov 19, 2023
15 stories
AI applications 
In
Towards AI
by
Jeremy Arancio
Why are AI Products Doomed to Fail?After one year of implementing AI features for various businesses, I share my perspective on the mistakes I see companies making with LLMs…
Nov 17, 2023
41
Nov 17, 2023
41
Eason
Streamlit and Vector Databases: A Guide to Creating Interactive Web Apps for Semantic Search over…In my past two stories, I explained how to use the word embedding model in product recommendation and searching. In this story, I will…
Sep 3, 2023
2
Sep 3, 2023
2
Sascha Heyer
AWS Bedrock Approach vs. Google & OpenAIAre the  Giants taking the same approach?
Sep 30, 2023
5
Sep 30, 2023
5
In
Better Programming
by
Wenqi Glantz
Building Production-Ready LLM Apps with LlamaIndex: Document Metadata for Higher Accuracy RetrievalThe importance of document metadata in quality retrieval
Aug 17, 2023
1
Aug 17, 2023
1
In
LlamaIndex Blog
by
Emanuel Ferreira
Improving RAG effectiveness with Retrieval-Augmented Dual Instruction Tuning (RA-DIT)In this blog post, we will explore RA-DIT capabilities to have better performance on Retrieval Augmentation Generation (RAG)
Oct 18, 2023
Oct 18, 2023
In
Towards Data Science
by
Ahmed Besbes
Why Your RAG is Not Reliable in a Production EnvironmentAnd how you should tune it properly 🛠️
Oct 12, 2023
17
Oct 12, 2023
17
In
LlamaIndex Blog
by
Vishwas Gowda
How I built the Streamlit LLM Hackathon winning app — FinSight using LlamaIndex.In this article, we’ll dive deep into the world of LLM app development and take a closer look at my journey of building the Streamlit LLM…
Oct 17, 2023
8
Oct 17, 2023
8
Cobus Greyling
Updated: Emerging RAG & Prompt Engineering Architectures for LLMsLarge Language Models (LLMs) depend on unstructured data for input and output data is also unstructured and conversational. Due to the…
Oct 17, 2023
1
Oct 17, 2023
1
In
Towards Data Science
by
Barr Moses
5 Generative AI Use Cases Companies Can Implement TodayGetting started with LLMs? Here are 5 common applications tested by OpenAI, Vimeo, Whatnot, and other AI leaders.
Oct 7, 2023
13
Oct 7, 2023
13
In
Better Programming
by
Ryan Nguyen
LlamaIndex: How To Evaluate Your RAG (Retrieval Augmented Generation) ApplicationsClassic 10k reports with Australian real estate market reports to demonstrate the end-to-end evaluation process
Sep 27, 2023
2
Sep 27, 2023
2
ai geek (wishesh)
Best Practices for Deploying Large Language Models (LLMs) in ProductionLarge Language Models (LLMs) have revolutionized the field of natural language processing and understanding, enabling a wide range of AI…
Jun 26, 2023
2
Jun 26, 2023
2
In
Artificial Intelligence in Plain English
by
Woyera
How to use Llama 2 with an API on AWS to power your AI appsA quick start guide how to use the most worthy competitor yet to ChatGPT
Jul 19, 2023
14
Jul 19, 2023
14
Murtuza Kazmi
Using LLaMA 2.0, FAISS and LangChain for Question-Answering on Your Own DataOver the past few weeks, I have been playing around with several large language models (LLMs) and exploring their potential with all sorts…
Jul 24, 2023
18
Jul 24, 2023
18
In
Version 1
by
Geethu Suresh
Unleashing the Power of Azure Open AI and Azure Cognitive SearchA question that we often hear from our customers is, “How can we build a chatbot that’s powered by our own enterprise data?” For years…
Apr 26, 2023
1
Apr 26, 2023
1
Domenico Gagliardi
AI + No-code is the new blue ocean: what are you waiting for?What’s the current SaaS Market driven?
Feb 18, 2023
4
Feb 18, 2023
4