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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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Build a Knowledge-Based Q&A Bot using Bedrock + S3 + DynamoDB/OpenSearch via AWS CDK
katevu profile

Build a Knowledge-Based Q&A Bot using Bedrock + S3 + DynamoDB/OpenSearch via AWS CDK

#awscdk #awsbedrock #rag #llm
1
Comments
25 min read
Beyond Simple RAG: Building an Agentic Workflow with Next.js, Python, and Supabase
abhinav_sriharsha_73dbc55 profile

Beyond Simple RAG: Building an Agentic Workflow with Next.js, Python, and Supabase

#ai #rag #supabase #nextjs
Comments 1
2 min read
VectorDatabase Showdown 2025: Pinecone vs Qdrant vs Weaviate con Benchmarks Reales
abdessamad_ammi_202ac2bad profile

VectorDatabase Showdown 2025: Pinecone vs Qdrant vs Weaviate con Benchmarks Reales

#vectordatabase #machinelearning #rag #database
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3 min read
Building an AI Assistant That Actually Understands Company Policy
shushantrishav profile

Building an AI Assistant That Actually Understands Company Policy

#ai #python #productivity #rag
Comments
3 min read
Can tools automate ingestion and chunking steps reliably?
dowhatmatters profile

Can tools automate ingestion and chunking steps reliably?

#ai #rag #mcp #programming
2
Comments 2
3 min read
The Engineering guide to Context window efficiency
siddhantkcode profile

The Engineering guide to Context window efficiency

#ai #llm #rag #programming
7
Comments
7 min read
How do I reduce hallucinations when pulling mixed data sources in an LLM-based chatbot?
whitmanmark profile

How do I reduce hallucinations when pulling mixed data sources in an LLM-based chatbot?

#systemdesign #rag #llm #ai
Comments
1 min read
What parts of an AI workflow are actually automatable?
dowhatmatters profile

What parts of an AI workflow are actually automatable?

#ai #rag #programming #mcp
1
Comments 2
2 min read
Como Implementar um Sistema RAG do Zero em Python
asouza profile

Como Implementar um Sistema RAG do Zero em Python

#rag #python #ai #tutorial
8
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4 min read
Advanced RAG: LongRAG, Self-RAG and GraphRAG Explained
rosgluk profile

Advanced RAG: LongRAG, Self-RAG and GraphRAG Explained

#ai #llm #rag #python
Comments
12 min read
Optimizing Milvus Standalone for Production: Achieving 70% Memory Reduction While Maintaining Performance
ashutosh_kumar_e87e14143e profile

Optimizing Milvus Standalone for Production: Achieving 70% Memory Reduction While Maintaining Performance

#milvus #vectordatabase #rag #ai
Comments
3 min read
Research Survey on RAG Development Practices & Challenges (8-10 mins)
tye_chan_3f1aeb557dfd3e0d profile

Research Survey on RAG Development Practices & Challenges (8-10 mins)

#rag #llm #ai
Comments
1 min read
Building a Page-Level PDF Processing Pipeline for Smarter RAG Systems
steravy profile

Building a Page-Level PDF Processing Pipeline for Smarter RAG Systems

#rag #architecture #tutorial #ai
8
Comments
7 min read
RAG Evaluation Metrics: Measuring What Actually Matters
fagundesv profile

RAG Evaluation Metrics: Measuring What Actually Matters

#llm #rag #dataengineering #ai
1
Comments
10 min read
Building NovaMem: The Local-First, Open-Source Vector Database for AI Agents
adhvaidh_abu_137e48ab1f90 profile

Building NovaMem: The Local-First, Open-Source Vector Database for AI Agents

#ai #database #rust #rag
Comments 2
3 min read
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