List: GenAI | Curated by Terry Kuo

Sep 26, 2024
13 stories
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GenAI
In
DataDrivenInvestor
by
Austin Starks
I used OpenAI’s o1 model to develop a trading strategy. It is DESTROYING the marketIt literally took one try. I was shocked.
Sep 15
163
Sep 15
163
In
Towards AI
by
Mandar Karhade, MD. PhD.
Why RAG Applications Fail in ProductionIt worked as a prototype; then all went down!
Mar 19
30
Mar 19
30
In
AI Advances
by
Lak Lakshmanan
Generative AI Design PatternsA catalog of design patterns when building GenAI applications
Apr 3
1
Apr 3
1
In
Towards Data Science
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
3
Mar 5
3
In
Bootcamp
by
Guodong (Troy) Zhao
How to improve RAG results in your LLM apps: from basics to advancedImprove your RAG quality and latency in your LLM app
Jan 22
9
Jan 22
9
Maya Akim
Autogen Studio brings AI Agents to non-programmers too [step-by-step setup]“…having AI systems that can interact with each other in pursuit of their owner’s goals, employing social skills such as cooperation…
Jan 26
7
Jan 26
7
In
Databutton
by
Avra
Building Next-Gen Apps with AI AgentsFor businesses that want to become efficient and win with the use of custom internal tools and automation.
Jan 12
4
Jan 12
4
In
Towards Data Science
by
Dominik Polzer
Navigating the World of LLM Agents: A Beginner’s GuideA Step-by-Step Guide to Discover and Harness the Power of LLM Agents and Toolkits
Jan 10
10
Jan 10
10
Maya Akim
CrewAI: A Team of AI Agents that Work Together for YouIn this really cool intro to LLMs, Andrej, one of the top engineers at OpenAI references a book by Daniel Kahneman “Thinking Fast and…
Jan 6
8
Jan 6
8
In
LlamaIndex Blog
by
Andrei
A Cheat Sheet and Some Recipes For Building Advanced RAGIt’s the start of a new year and perhaps you’re looking to break into the RAG scene by building your very first RAG system. Or, maybe…
Jan 5
7
Jan 5
7
In
Towards AI
by
Alden Do Rosario
AI Drift In Retrieval Augmented Generation — AND — How To Control It!If AI responses change over time, how do you identify the sources of the drift? And more importantly: How do you control and mitigate it?
Jan 4
7
Jan 4
7
In
Artificial Intelligence in Plain English
by
Eric Risco
The End of Retrieval Augmented Generation? Emerging Architectures Signal a Shift
Dec 25, 2023
59
Dec 25, 2023
59
In
Towards Data Science
by
Iulia Brezeanu
How to Detect Hallucinations in LLMsTeaching Chatbots to Say “I Don’t Know”
Dec 31, 2023
12
Dec 31, 2023
12