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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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Vector DB Choice 2026: pgvector vs Qdrant vs Pinecone vs Weaviate: The Real Trade Matrix
gabrielanhaia profile

Vector DB Choice 2026: pgvector vs Qdrant vs Pinecone vs Weaviate: The Real Trade Matrix

#rag #vectordatabase #ai #architecture
Comments
9 min read
Reranker Selection: Cross-Encoder vs LLM-as-Reranker vs ColBERT: Which Earns Its Latency
gabrielanhaia profile

Reranker Selection: Cross-Encoder vs LLM-as-Reranker vs ColBERT: Which Earns Its Latency

#rag #ai #llm #benchmark
Comments
9 min read
Multi-Tenant RAG: 4 Isolation Patterns and the One Regulators Actually Ask About
gabrielanhaia profile

Multi-Tenant RAG: 4 Isolation Patterns and the One Regulators Actually Ask About

#rag #ai #security #architecture
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9 min read
Hybrid Retrieval Fusion: RRF vs Weighted vs Learned: When Each Wins
gabrielanhaia profile

Hybrid Retrieval Fusion: RRF vs Weighted vs Learned: When Each Wins

#rag #ai #search #benchmark
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9 min read
Chunk Overlap: The RAG Parameter Most Teams Pick Wrong
gabrielanhaia profile

Chunk Overlap: The RAG Parameter Most Teams Pick Wrong

#rag #ai #llm #python
Comments
7 min read
Long-Context Models Killed RAG. Except for the 6 Cases Where They Made It Worse.
gabrielanhaia profile

Long-Context Models Killed RAG. Except for the 6 Cases Where They Made It Worse.

#rag #ai #llm #architecture
Comments 1
8 min read
Exploring Edge-Native AI: Running RAG Fully Offline on Android
franklin_b_f56816164302b4 profile

Exploring Edge-Native AI: Running RAG Fully Offline on Android

#devops #ai #rag #llm
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1 min read
Mastering Modern Hiring Demonstration: Using Docling and PostgreSQL by Bob to Build a Local Candidate RAG Database
aairom profile

Mastering Modern Hiring Demonstration: Using Docling and PostgreSQL by Bob to Build a Local Candidate RAG Database

#bob #rag #docling #postgressql
Comments
11 min read
RAG Pipeline Stress Tester: Battle-Test Your RAG System Before It Reaches Production
nilofer_tweets profile

RAG Pipeline Stress Tester: Battle-Test Your RAG System Before It Reaches Production

#rag #llm #machinelearning #opensource
4
Comments 2
7 min read
Streamlit Workflow & Enterprise AI Deployment: Compliance & Production NLP
soytuber profile
soy

Streamlit Workflow & Enterprise AI Deployment: Compliance & Production NLP

#ai #rag #automation
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4 min read
Two Weeks of My News Aggregator: RAG Chat and a Sentiment Dial
iamirondev profile

Two Weeks of My News Aggregator: RAG Chat and a Sentiment Dial

#symfony #ai #rag #pgvector
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9 min read
Prompt engineering vs RAG vs Finetuning
shellhaki profile
Haki

Prompt engineering vs RAG vs Finetuning

#ai #beginners #llm #rag
1
Comments
1 min read
The 3 RAG Citation Patterns: One Regulators Accept, One Users Read, One Nobody Should Ship
gabrielanhaia profile

The 3 RAG Citation Patterns: One Regulators Accept, One Users Read, One Nobody Should Ship

#rag #ai #llm #architecture
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10 min read
Embedding Model Upgrades Without Re-Indexing 100% Upfront
gabrielanhaia profile

Embedding Model Upgrades Without Re-Indexing 100% Upfront

#rag #ai #vectordatabase #architecture
Comments
11 min read
HyDE, Multi-Query, Decomposition: Which Query Rewrite Actually Moves Recall?
gabrielanhaia profile

HyDE, Multi-Query, Decomposition: Which Query Rewrite Actually Moves Recall?

#rag #ai #llm #benchmark
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10 min read
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