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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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# Building a Personal Notes Assistant with RAG, Amazon Bedrock, and Pinecone
d3vjamal profile

# Building a Personal Notes Assistant with RAG, Amazon Bedrock, and Pinecone

#ai #programming #rag #python
2
Comments
5 min read
About Best in IT: Practical AI, Automation and Developer Tools
aponiedzialek profile

About Best in IT: Practical AI, Automation and Developer Tools

#ai #llm #rag #programming
1
Comments
3 min read
Building a RAG Retrieval Service: pgvector, Embedding Migrations, and Provenance Tracking
humzakt profile

Building a RAG Retrieval Service: pgvector, Embedding Migrations, and Provenance Tracking

#rag #pgvector #embeddings #postgres
Comments
3 min read
LlamaIndex re-retrieves your chunks — and re-sends up to 75% of your context — on every chat turn
wartzarbee profile

LlamaIndex re-retrieves your chunks — and re-sends up to 75% of your context — on every chat turn

#ai #rag #python #llamaindex
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3 min read
Your Documents, Chunked and Searchable: The Knowledge Base in ByteChef
bytechef profile

Your Documents, Chunked and Searchable: The Knowledge Base in ByteChef

#agents #ai #rag #search
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7 min read
Building a Closed-Domain Agentic AI Knowledge Assistant with Hybrid RAG
sanjay_sajukumar_04 profile

Building a Closed-Domain Agentic AI Knowledge Assistant with Hybrid RAG

#ai #machinelearning #python #rag
2
Comments
2 min read
Enterprise RAG Without Per-Token Pricing: DeepSeek R1 on SageMaker with OpenSearch
jon_handler_9bb3e6b4a2fd0 profile

Enterprise RAG Without Per-Token Pricing: DeepSeek R1 on SageMaker with OpenSearch

#opensearch #rag #vectorsearch #airetrieval
1
Comments
5 min read
Build a Local RAG Chatbot for Trading Research Using Ollama + Termux (Zero API Cost)
shaktitiwari profile

Build a Local RAG Chatbot for Trading Research Using Ollama + Termux (Zero API Cost)

#python #ai #rag #tutorial
Comments
6 min read
Securing a RAG Pipeline — The Threats I Designed Against and the Ones I Didn't
pgmpofu profile

Securing a RAG Pipeline — The Threats I Designed Against and the Ones I Didn't

#security #rag #python #ai
1
Comments 1
8 min read
My notes became a personal RAG with no embeddings
simple_memo profile

My notes became a personal RAG with no embeddings

#ai #llm #rag #genai
Comments 2
8 min read
Local Embeddings vs. API Embeddings — Why I Chose sentence-transformers
pgmpofu profile

Local Embeddings vs. API Embeddings — Why I Chose sentence-transformers

#python #ai #rag #architecture
Comments 1
6 min read
Multilingual RAG Architecture That Works in Production
vgoncharenko profile

Multilingual RAG Architecture That Works in Production

#ai #rag #machinelearning #architecture
Comments 1
7 min read
Model Cascade: making LLM classification cheaper
boris9027 profile

Model Cascade: making LLM classification cheaper

#llm #classification #rag
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5 min read
Mind Discipline: Why Our AI Advisor Only Reads Hand-Crafted Contracts
brettryan profile

Mind Discipline: Why Our AI Advisor Only Reads Hand-Crafted Contracts

#rag #ai #productivity #devops
1
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9 min read
从 Demo 到生产：那些真正让 AI Agent 敢上线的护栏
sunny_1024k profile

从 Demo 到生产：那些真正让 AI Agent 敢上线的护栏

#aiagents #llm #rag #microsoft
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2 min read
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