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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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Best Practices for Production-Scale RAG Systems — An Implementation Guide
livw profile

Best Practices for Production-Scale RAG Systems — An Implementation Guide

#ai #rag #aiops #orchestration
1
Comments
12 min read
RAG Chatbot Tutorial: LangChain, Milvus, GPT-4o mini, and text-embedding-3-large
chloewilliams profile

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

#rag #vectordatabase #tutorial #openai
7
Comments
4 min read
NoLiMA: GPT-4o achieve 99.3% accuracy in short contexts (<1K tokens), performance degrades to 69.7% at 32K tokens.
danshalev7 profile

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

#ai #llm #rag #programming
6
Comments 1
1 min read
Building Local AI Agents: A Practical Guide to Frameworks and Deployment
sina14 profile

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

#ai #agents #llm #rag
3
Comments
6 min read
Building a RAG-Powered Support Chatbot in 24 Hours of Hackathon
akshay_gupta profile

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

#rag #llm #ai #python
28
Comments 12
9 min read
How to Build a Vector Database with SQLite in Node.js For LLM's.
sfundomhlungu profile

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

#tutorial #beginners #rag #javascript
12
Comments 2
7 min read
Building CSV RAG with Rig and Rust 🔥🔥🔥
joshmo_dev profile

Building CSV RAG with Rig and Rust 🔥🔥🔥

#rag #rust #tutorial #ai
4
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6 min read
GraphRAG: Augmenting Retrieval-Augmented Generation with Knowledge Graphs
foxgem profile

GraphRAG: Augmenting Retrieval-Augmented Generation with Knowledge Graphs

#ai #rag #llm #kg
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4 min read
Understanding and Implementing ReAct
m_sea_bass profile

Understanding and Implementing ReAct

#llm #rag #agents
1
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4 min read
Ingesting documents using .NET to build a simple Retrieval Augmented Generation (RAG) system
syamaner profile

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

#dotnet #aspire #ai #rag
4
Comments 1
6 min read
R.I.P. RAG? Gemini Flash 2.0 Might Just Have Revolutionized AI (Again) - Is Retrieval Augmented Generation Obsolete?
shaman_shetty profile

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

#news #rag #ai #discuss
2
Comments
5 min read
Evaluate your LLM! Ok, but what's next? 🤷‍♂️
louis-dupont profile

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

#ai #llm #rag #machinelearning
9
Comments
1 min read
Parsing the ⭐'s with txtai
davidmezzetti profile

Parsing the ⭐'s with txtai

#ai #llm #rag #vectordatabase
5
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13 min read
DO NOT use these LLM Metrics ⛔ And what to do instead!
louis-dupont profile

DO NOT use these LLM Metrics ⛔ And what to do instead!

#ai #rag #openai #machinelearning
8
Comments
1 min read
LLM Re-ranking: Enhancing Search and Retrieval with AI
simplr_sh profile

LLM Re-ranking: Enhancing Search and Retrieval with AI

#rag #ai #llm #learning
12
Comments
5 min read
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