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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 to Build Long-Term Memory for LLMs (RAG + FAISS Tutorial)

Devendra Parihar

Feb 1

How to Build Long-Term Memory for LLMs (RAG + FAISS Tutorial)

#llm #python #rag #tutorial

4 min read

bhaskararao arani

Feb 4

Why we stopped stitching SQL + vector databases for AI apps - Answer is sochDB

#ai #rag #vectordatabase #opensource

3 min read

Cover image for Build a Production-Ready AI Document Brain: A No-Nonsense Guide to RAG SaaS

Girma

Jan 30

Build a Production-Ready AI Document Brain: A No-Nonsense Guide to RAG SaaS

#rag #ai #vertexai #agentaichallenge

4 min read

Cover image for Why Cosine Similarity Fails in RAG (And What to Use Instead)

Jon

Jan 29

Why Cosine Similarity Fails in RAG (And What to Use Instead)

#rag #llm #embeddings #ai

5 min read

Cover image for Mastering RAG Evaluation: The Definitive Guide to Reliable AI

Jan 30

Mastering RAG Evaluation: The Definitive Guide to Reliable AI

#ai #llm #rag #tutorial

3 min read

Feb 22

LLM-as-a-Judge: Automated Scoring and Reliability vs. Human Evaluation

#ai #llm #rag #testing

6 min read

Feb 22

Accuracy Is Expensive: How to Evaluate ‘Quality per $’ for Agents and RAG

#ai #llm #rag

6 min read

Cover image for Building Hybrid Search for RAG: Combining pgvector and Full-Text Search with Reciprocal Rank Fusion

Lucas

Feb 12

Building Hybrid Search for RAG: Combining pgvector and Full-Text Search with Reciprocal Rank Fusion

#ai #python #postgres #rag

6 min read

Acontext

Jan 29

How Acontext Stores AI Messages?

#ai #agents #rag #tooling

11 min read

Cover image for AI Data Engineer vs Data Engineer: What Actually Changed? (50+ Job Analysis)

Jan 29

AI Data Engineer vs Data Engineer: What Actually Changed? (50+ Job Analysis)

#dataengineering #careerdevelopment #rag

4 min read

Evan Lin

Jan 28

[Gemini 3.0][Google Search] Building a News and Information Assistant with Google Search Grounding API and Gemini 3.0 Pro

#ai #api #gemini #rag

10 min read

Acontext

Jan 27

Why Self-Learning Agent Needs More Than Memory

#ai #agentaichallenge #rag #openai

3 min read

Parth Sarthi Sharma

Jan 27

Observability in AI Systems

#ai #rag #softwareengineering #llm

3 min read

Cover image for My RAG System: How I Built a RAG for My Business Card Website in 8 Days

ILshat Khamitov

Jan 27

My RAG System: How I Built a RAG for My Business Card Website in 8 Days

#rag #ai #nestjs #llm

5 min read

Cover image for Building Hallucination-Resistant AI Systems

Jan 26

Building Hallucination-Resistant AI Systems

#ai #llm #rag #promptengineering

3 min read

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