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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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Cover image for How Ragie Outperformed the FinanceBench Test

Ibrahim Salami for Ragie

Oct 23 '24

How Ragie Outperformed the FinanceBench Test

#showdev #rag #ai #llm

4 min read

Cover image for The 10 Top-Rated Talks about Knowledge Graphs

Yolande Poirier

Nov 22 '24

The 10 Top-Rated Talks about Knowledge Graphs

#knowledgegraphs #ai #rag #tutorial

2 min read

Cover image for Optimizing MongoDB Hybrid Search with Reciprocal Rank Fusion

Nov 22 '24

Optimizing MongoDB Hybrid Search with Reciprocal Rank Fusion

#ai #vectordatabase #mongodb #rag

3 min read

David Mezzetti for NeuML

Nov 18 '24

💡 What's new in txtai 8.0

#ai #llm #rag #vectordatabase

11 min read

James Lee

Nov 21 '24

Building a Medical Literature Assistant: RAG System Practice Based on LangChain

#llm #ai #langchain #rag

14 min read

Cover image for 7 Cutting-Edge AI Frameworks Every Developer Should Master!

Pavan Belagatti

Nov 20 '24

7 Cutting-Edge AI Frameworks Every Developer Should Master!

#ai #llm #rag

9 min read

neehar priydarshi

Nov 21 '24

Implementing Retrieval-Augmented Generation with LangChain, Pgvector and OpenAI

#rag #openai #langchain

1 min read

Nov 19 '24

An easy way to remove PII before sending to LLMs

#ai #rag #llm #python

2 min read

Cover image for LlamaIndex RAG: Build Efficient GraphRAG Systems

Dan Shalev

Nov 19 '24

LlamaIndex RAG: Build Efficient GraphRAG Systems

#rag #graphrag #knowledgegraph #llamaindex

8 min read

Nov 14 '24

RedLM: My submission for the NVIDIA and LlamaIndex Developer Contest

#nvidia #llamaindex #llm #rag

38 min read

Cover image for Specialized Domain Models: Unlocking the Power of Tailored AI Solutions

Siddharth Bhalsod

Nov 18 '24

Specialized Domain Models: Unlocking the Power of Tailored AI Solutions

#ai #llm #rag #aiops

6 min read

Cover image for Visually Multilingual: Introducing mcdse-2b

marplex

Oct 27 '24

Visually Multilingual: Introducing mcdse-2b

#ai #rag #vectordatabase

10 min read

Cover image for Langchain4J musings

Nicolas Fränkel

Nov 14 '24

Langchain4J musings

#rag #ollama #langchain4j #spring

8 min read

Cover image for Exploring RAG: Perfect LLM Training Method, Fine-Tuning vs RAG?

Dev J. Shah 🥑

Nov 16 '24

Exploring RAG: Perfect LLM Training Method, Fine-Tuning vs RAG?

#finetuning #rag

2 min read

Pratik Barjatiya

Nov 15 '24

🌐 The Future of Language Processing with Retrieval-Augmented Generation (RAG) 🌐

#rag #ai #nlp #nlg

1 min read

Cover image for What C-Level Leaders Need to Know About AI Agents

Andrii Melashchenko for AWS Community Builders

Nov 14 '24

What C-Level Leaders Need to Know About AI Agents

#agents #ai #rag #promptengineering

9 min read

Nov 14 '24

Reinforcement Learning with Human Feedback (RLHF) for Large Language Models (LLMs)

#llm #machinelearning #ai #rag

8 min read

Boots for Fiberplane

Nov 13 '24

Retrieval Augmented Geese - Semantic Search with the HONC Stack

#honc #rag #semanticsearch #cloudflare

9 min read

shubhanshu

Nov 13 '24

10 AI Agents Types

#ai #rag #genai #llm

2 min read

Marshal Mori Cavalheiro

Oct 10 '24

Sabe o que é IA Generativa?

#ai #rag #gpt3

4 min read

Cover image for Top 10 AI Tools for Developers in 2024

Nik L.

Nov 12 '24

Top 10 AI Tools for Developers in 2024

#programming #webdev #ai #rag

3 min read

@alonso_isidoro

Oct 9 '24

IndexIVFFlat y IndexIVFPQ

#rag #faiss #indexes #python

4 min read

Cover image for FalkorDB vs Neo4j

Dan Shalev

Nov 11 '24

FalkorDB vs Neo4j

#comparison #rag #rust

2 min read

Cover image for Exploring RAG: Discover How LangChain and LlamaIndex Transform LLMs?

Dev J. Shah 🥑

Nov 9 '24

Exploring RAG: Discover How LangChain and LlamaIndex Transform LLMs?

#langchain #llamaindex #prompttemplate #rag

2 min read

Tutty

Nov 8 '24

CommunityKG-RAG: Leveraging Community Structures in Knowledge Graph for Advanced RAG in Fact-Checking

#nlp #rag #gpt3

1 min read

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