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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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RAG and Vector Databases:
sivakami_thangaraj profile

RAG and Vector Databases:

#ai #database #llm #rag
1
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2 min read
When the Reranker Hurts: Recall@5 Cases Where Two-Stage Retrieval Loses to One
gabrielanhaia profile

When the Reranker Hurts: Recall@5 Cases Where Two-Stage Retrieval Loses to One

#ai #rag #llm #benchmark
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7 min read
RAG Without Embeddings: When BM25 Beats Your $0.20-per-1K Vector Index
gabrielanhaia profile

RAG Without Embeddings: When BM25 Beats Your $0.20-per-1K Vector Index

#rag #postgres #ai #search
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7 min read
Cosine Similarity Lies. Here's What to Use When Your Embeddings All Cluster at 0.85
gabrielanhaia profile

Cosine Similarity Lies. Here's What to Use When Your Embeddings All Cluster at 0.85

#ai #rag #embeddings #llm
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7 min read
I built a GraphRAG demo with FalkorDB’s new SDK, then benchmarked it against Neo4j
danshalev7 profile

I built a GraphRAG demo with FalkorDB’s new SDK, then benchmarked it against Neo4j

#rag #falkordb #ai #tutorial
4
Comments 2
16 min read
Index-RAG: Citation-first approach to RAG
praneeth-v profile

Index-RAG: Citation-first approach to RAG

#ai #rag #opensource #machinelearning
1
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5 min read
# The 5 memory problems for agents
jonathanfarrow profile

# The 5 memory problems for agents

#agents #ai #llm #rag
4
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11 min read
Beyond Basic RAG: Architecting a Fault-Tolerant, Agentic AI Platform
ankitjswl56 profile

Beyond Basic RAG: Architecting a Fault-Tolerant, Agentic AI Platform

#systemdesign #ai #rag #performance
Comments 1
5 min read
AIGoat - AI Security Playground to Attack and Defend LLMs. All Running Locally
67d9a7007 profile

AIGoat - AI Security Playground to Attack and Defend LLMs. All Running Locally

#security #ai #llm #rag
2
Comments 1
3 min read
How I Built a Hallucination Detector for RAG Pipelines in Python
devasish_banerjee_b55ceb1 profile

How I Built a Hallucination Detector for RAG Pipelines in Python

#python #rag #llm #machinelearning
Comments 1
3 min read
The architecture of persistent AI memory: Beyond simple vector search
ishqdehlvi profile

The architecture of persistent AI memory: Beyond simple vector search

#agents #ai #architecture #rag
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2 min read
Introducing Citai: the RAG engine I built across 6 articles — now free to try
martin_palopoli profile

Introducing Citai: the RAG engine I built across 6 articles — now free to try

#showdev #ai #python #rag
Comments 2
6 min read
Compound AI Systems: How I Connect Multiple Models in a Single Production Product
tilak_raj_tech profile

Compound AI Systems: How I Connect Multiple Models in a Single Production Product

#ai #machinelearning #openai #rag
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2 min read
Presentando Citai: el motor RAG que construí en 6 artículos — y que ahora podés probar gratis
martin_palopoli profile

Presentando Citai: el motor RAG que construí en 6 artículos — y que ahora podés probar gratis

#showdev #rag #ai #python
1
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6 min read
Why Your LLM Ignores Detailed Instructions (It's Not a Bug)
takawasi_a3daaa65d00ffee8 profile

Why Your LLM Ignores Detailed Instructions (It's Not a Bug)

#rag
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2 min read
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