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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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We Almost Deployed a Temporal Knowledge Graph. The Eval Said No.
futhgar profile

We Almost Deployed a Temporal Knowledge Graph. The Eval Said No.

#aiagents #knowledgegraph #evaluation #rag
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7 min read
Building a Multi-Agent AI Pipeline That Ships: LangGraph, RAG, and Evals That Matter
manasviboineypally profile

Building a Multi-Agent AI Pipeline That Ships: LangGraph, RAG, and Evals That Matter

#ai #python #langchain #rag
1
Comments
6 min read
I Benchmarked My Homelab Memory Stack: Hybrid Search + Local Reranker Took LoCoMo from 63% to 80%
futhgar profile

I Benchmarked My Homelab Memory Stack: Hybrid Search + Local Reranker Took LoCoMo from 63% to 80%

#aiagents #rag #hybridsearch #reranker
Comments
9 min read
Hybrid Retrieval v2: Qwen Embeddings, BM25, and RRF with a FastEmbed Reranker
futhgar profile

Hybrid Retrieval v2: Qwen Embeddings, BM25, and RRF with a FastEmbed Reranker

#rag #qdrant #hybridsearch #embeddings
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10 min read
RAG Is Not Enough: The Evolution of Enterprise AI
rjshree profile

RAG Is Not Enough: The Evolution of Enterprise AI

#rag #llm #ai #softwareengineering
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19 min read
Agentic RAG: making retrieval a decision the agent controls
aiarch_wibo profile
Wibo

Agentic RAG: making retrieval a decision the agent controls

#ai #rag #architecture #llm
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10 min read
RAG - Memory Systems
ramya_perumal profile

RAG - Memory Systems

#ai #rag #nlp
Comments
3 min read
Portable Semantic Search for Private SaaS Documents Using Embeddings Reranking and RAG
colbyhayes3521 profile

Portable Semantic Search for Private SaaS Documents Using Embeddings Reranking and RAG

#rag #node #ai
Comments
7 min read
Direct Providers vs Portable Contracts — Ask-Your-Docs Semantic Search for SaaS RAG
irvincole5861 profile

Direct Providers vs Portable Contracts — Ask-Your-Docs Semantic Search for SaaS RAG

#rag #ai #backend
Comments 1
9 min read
Un chatbot RAG multilingüe sobre tus PDFs con FAISS y reranking (coste de búsqueda: 0 €)
adrian_368e1d3e691afab697 profile

Un chatbot RAG multilingüe sobre tus PDFs con FAISS y reranking (coste de búsqueda: 0 €)

#nlp #rag #faiss #embeddings
Comments
2 min read
Why I Chose PDF RAG Chunking and Metadata for Catalog Semantic Search
zylahmorn61835 profile

Why I Chose PDF RAG Chunking and Metadata for Catalog Semantic Search

#rag #postgres #embeddings
Comments
6 min read
Why XML Prompting?
sanatkulkarni profile

Why XML Prompting?

#ai #rag #mcp #llm
Comments
2 min read
Beyond Vector Search: Building Better RAG Retrieval with Hybrid Search and Reranking
damir-karimov profile

Beyond Vector Search: Building Better RAG Retrieval with Hybrid Search and Reranking

#ai #llm #rag #vectordatabase
Comments
11 min read
Gaming Knowledge-Base PDF RAG: Node.js Embeddings, Rerank, and Focused Summaries
noahhayes7250 profile

Gaming Knowledge-Base PDF RAG: Node.js Embeddings, Rerank, and Focused Summaries

#node #rag #embeddings
Comments
8 min read
When RAG Says Duplicate but the LLM Disagrees: Building an Adjudication Layer
humzakt profile

When RAG Says Duplicate but the LLM Disagrees: Building an Adjudication Layer

#rag #llm #typescript #deduplication
1
Comments 1
6 min read
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