List: LLM & RAG | Curated by Steven Renwick

Dec 23, 2024
9 stories
LLM & RAG
In
Cubed
by
Michael Wood
The Insanity of Relying on Vector Embeddings: Why RAG FailsIn RAG, the goal is to locate the stored information that has the highest percentage of sameness to the provided query. Vector similarity…
Nov 21, 2024
67
Nov 21, 2024
67
In
AI Advances
by
Debmalya Biswas
Long-term Memory for AI AgentsWhy Vector Databases are not sufficient for Memory Management of Agentic AI Systems?
Dec 8, 2024
20
Dec 8, 2024
20
In
Towards AI
by
Alden Do Rosario
Dear IT Departments, Please Stop Trying To Build Your Own RAGIT departments convince themselves that building their own RAG-based chat is easy. It’s not. It’s a nightmare.
Nov 12, 2024
168
Nov 12, 2024
168
In
Towards AI
by
Barhoumi Mosbeh
Anthropic’s New RAG ApproachIf you want a more detailed article about RAG from scratch or if you are new to RAG, feel free to check this article first:
Sep 29, 2024
15
Sep 29, 2024
15
Bijit Ghosh
RAG Vs VectorDBIntroduction to RAG and VectorDB
Jan 28, 2024
5
Jan 28, 2024
5
In
TDS Archive
by
Thuwarakesh Murallie
How I Used Clustering to Improve Chunking and Build Better RAGsIt’s both fast and cost-effective
Sep 4, 2024
4
Sep 4, 2024
4
In
TDS Archive
by
Alex Honchar
Intro to LLM Agents with Langchain: When RAG is Not EnoughFirst-order principles of brain structure for AI assistants
Mar 15, 2024
17
Mar 15, 2024
17
In
Plain Simple Software
by
Yujian Tang
The LLM App Stack — 2024The tools you need to know, what they do, and how they’re different
May 15, 2024
12
May 15, 2024
12
In
Towards AI
by
Mandar Karhade, MD. PhD.
Why RAG Applications Fail in ProductionIt worked as a prototype; then all went down!
Mar 19, 2024
30
Mar 19, 2024
30