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# rag

Retrieval augmented generation, or RAG, is an architectural approach that can improve the efficacy of large language model (LLM) applications by leveraging custom data.

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Chloe Williams for Zilliz

Feb 19 '25

RAG Chatbot Tutorial: LangChain, Milvus, GPT-4o mini, and text-embedding-3-large

#rag #vectordatabase #tutorial #openai

4 min read

Cover image for NoLiMA: GPT-4o achieve 99.3% accuracy in short contexts (<1K tokens), performance degrades to 69.7% at 32K tokens.

Dan Shalev for FalkorDB

Feb 19 '25

NoLiMA: GPT-4o achieve 99.3% accuracy in short contexts (<1K tokens), performance degrades to 69.7% at 32K tokens.

#ai #llm #rag #programming

1 min read

Cover image for Building Local AI Agents: A Practical Guide to Frameworks and Deployment

Feb 19 '25

Building Local AI Agents: A Practical Guide to Frameworks and Deployment

#ai #agents #llm #rag

6 min read

Cover image for Building an IBM AIX Expert Chatbot using RAG and FAISS

kaustubh yerkade

Feb 19 '25

Building an IBM AIX Expert Chatbot using RAG and FAISS

#rag #llm #openai #langchain

3 min read

Cover image for Building a RAG-Powered Support Chatbot in 24 Hours of Hackathon

Feb 16 '25

Building a RAG-Powered Support Chatbot in 24 Hours of Hackathon

#rag #llm #ai #python

9 min read

Cover image for Building CSV RAG with Rig and Rust 🔥🔥🔥

Josh Mo

Feb 19 '25

Building CSV RAG with Rig and Rust 🔥🔥🔥

#rag #rust #tutorial #ai

6 min read

Cover image for How to Build a Vector Database with SQLite in Node.js For LLM's.

Sk

Feb 18 '25

How to Build a Vector Database with SQLite in Node.js For LLM's.

#tutorial #beginners #rag #javascript

7 min read

Cover image for How Generative AI is Revolutionizing Financial Institutions in 2025: Top 10 Use Cases

kaustubh yerkade

Feb 19 '25

How Generative AI is Revolutionizing Financial Institutions in 2025: Top 10 Use Cases

#genai #fintech #rag #aiops

7 min read

foxgem

Feb 19 '25

GraphRAG: Augmenting Retrieval-Augmented Generation with Knowledge Graphs

#ai #rag #llm #kg

4 min read

Cover image for Understanding and Implementing ReAct

M Sea Bass

Feb 18 '25

Understanding and Implementing ReAct

#llm #rag #agents

4 min read

Cover image for Ingesting documents using .NET to build a simple Retrieval Augmented Generation (RAG) system

syamaner

Feb 16 '25

Ingesting documents using .NET to build a simple Retrieval Augmented Generation (RAG) system

#dotnet #aspire #ai #rag

6 min read

Cover image for R.I.P. RAG? Gemini Flash 2.0 Might Just Have Revolutionized AI (Again) - Is Retrieval Augmented Generation Obsolete?

Feb 16 '25

R.I.P. RAG? Gemini Flash 2.0 Might Just Have Revolutionized AI (Again) - Is Retrieval Augmented Generation Obsolete?

#news #rag #ai #discuss

5 min read

Feb 16 '25

Evaluate your LLM! Ok, but what's next? 🤷‍♂️

#ai #llm #rag #machinelearning

1 min read

David Mezzetti for NeuML

Feb 11 '25

Parsing the ⭐'s with txtai

#ai #llm #rag #vectordatabase

13 min read

Bestony

Jan 13 '25

Evaluation as a Business Imperative: The Survival Guide for Large Model Application Development

#rag #openai #largelanguagemodel #llm

5 min read

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