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Hybrid Retrieval v2: Qwen Embeddings, BM25, and RRF with a FastEmbed Reranker
Guatu
Guatu
Guatu
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Aug 13
Hybrid Retrieval v2: Qwen Embeddings, BM25, and RRF with a FastEmbed Reranker
#
rag
#
qdrant
#
hybridsearch
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embeddings
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10 min read
Un chatbot RAG multilingüe sobre tus PDFs con FAISS y reranking (coste de búsqueda: 0 €)
Adrian
Adrian
Adrian
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Aug 13
Un chatbot RAG multilingüe sobre tus PDFs con FAISS y reranking (coste de búsqueda: 0 €)
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nlp
#
rag
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faiss
#
embeddings
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2 min read
Why I Chose PDF RAG Chunking and Metadata for Catalog Semantic Search
ZylahMorn61835
ZylahMorn61835
ZylahMorn61835
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Aug 13
Why I Chose PDF RAG Chunking and Metadata for Catalog Semantic Search
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rag
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postgres
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embeddings
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6 min read
Gaming Knowledge-Base PDF RAG: Node.js Embeddings, Rerank, and Focused Summaries
NoahHayes7250
NoahHayes7250
NoahHayes7250
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Aug 12
Gaming Knowledge-Base PDF RAG: Node.js Embeddings, Rerank, and Focused Summaries
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node
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rag
#
embeddings
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8 min read
Semantic Search, Embeddings, Reranking, and LLM Classification by Topic
marcorossi4891
marcorossi4891
marcorossi4891
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Aug 12
Semantic Search, Embeddings, Reranking, and LLM Classification by Topic
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ai
#
python
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embeddings
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8 min read
Ask-Docs Architecture: Semantic Embeddings or Keyword Search for a SaaS Help Center?
Silhouette72591483
Silhouette72591483
Silhouette72591483
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Aug 12
Ask-Docs Architecture: Semantic Embeddings or Keyword Search for a SaaS Help Center?
#
semanticsearch
#
embeddings
#
saas
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7 min read
PDF RAG Summarization Runbook: Semantic Search, Embeddings, Rerank, Final Summary
SebastianCole3681
SebastianCole3681
SebastianCole3681
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Aug 6
PDF RAG Summarization Runbook: Semantic Search, Embeddings, Rerank, Final Summary
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rag
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embeddings
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go
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7 min read
Efficient Person Comparison in Recognition Knowledge Bases: Minimizing Computational Overhead and Memory Usage
Roman Dubrovin
Roman Dubrovin
Roman Dubrovin
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Jul 30
Efficient Person Comparison in Recognition Knowledge Bases: Minimizing Computational Overhead and Memory Usage
#
optimization
#
numpy
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scalability
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embeddings
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7 min read
RAG Beyond the Demo: Pipeline, Citations, Evaluation, and When Not to Bother
Xinyang Wu
Xinyang Wu
Xinyang Wu
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Aug 3
RAG Beyond the Demo: Pipeline, Citations, Evaluation, and When Not to Bother
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rag
#
llm
#
embeddings
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evaluation
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2
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7 min read
Silent Drift: Why Re-Embedding Only on Count Changes Rots Your Semantic Index
Guatu
Guatu
Guatu
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Jul 29
Silent Drift: Why Re-Embedding Only on Count Changes Rots Your Semantic Index
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aiagents
#
rag
#
embeddings
#
vectorsearch
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1
 comment
8 min read
Understanding Vector Databases: A Beginner's Guide to Embeddings and Similarity Search
Dinesh_gowtham
Dinesh_gowtham
Dinesh_gowtham
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Jul 22
Understanding Vector Databases: A Beginner's Guide to Embeddings and Similarity Search
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vectordatabases
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embeddings
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similaritysearch
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aws
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4 min read
How Vector Search Actually Works: IVF and HNSW
Arthur
Arthur
Arthur
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Jul 9
How Vector Search Actually Works: IVF and HNSW
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vectorsearch
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embeddings
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ann
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hnsw
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8 min read
Embedding Model Selection for Production: The Decision Nobody Documents
Alok Ranjan Daftuar
Alok Ranjan Daftuar
Alok Ranjan Daftuar
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Jul 28
Embedding Model Selection for Production: The Decision Nobody Documents
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ai
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rag
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embeddings
#
architecture
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3 min read
Cornell Notes on Context Layer
Kat Padilla
Kat Padilla
Kat Padilla
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Jun 28
Cornell Notes on Context Layer
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llm
#
ai
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knowledgegraph
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embeddings
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2 min read
Vector Split by Chunk: Why My Retrieval Stops at the Boundary I Drew
Daniel Romitelli
Daniel Romitelli
Daniel Romitelli
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Jul 27
Vector Split by Chunk: Why My Retrieval Stops at the Boundary I Drew
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embeddings
#
rag
#
vectorsearch
#
supabase
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7 min read
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