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# vectordatabase

Vector databases are purpose-built databases that are specialized to tackle the problems that arise when managing vector embeddings in production scenarios.

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AWS Graviton 3 > Graviton 4 for Vector Similarity Search
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AWS Graviton 3 > Graviton 4 for Vector Similarity Search

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12 min read
Understanding The Math Behind RRF and DBSF with Examples
Cover image for Understanding The Math Behind RRF and DBSF with Examples

Understanding The Math Behind RRF and DBSF with Examples

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6 min read
Harnessing the Power of Vector Embeddings in Google Apps Script with Vertex AI
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Harnessing the Power of Vector Embeddings in Google Apps Script with Vertex AI

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5 min read
🧭 Part 3: Implementing Vector Search with Pinecone
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🧭 Part 3: Implementing Vector Search with Pinecone

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2 min read
MongoDB Vector Search Index, With Local Atlas and Ollama

MongoDB Vector Search Index, With Local Atlas and Ollama

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4 min read
RAG: What, Why and How

RAG: What, Why and How

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6 min read
The Magic of Embeddings: How AI Understands Language Like Humans

The Magic of Embeddings: How AI Understands Language Like Humans

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4 min read
Exploring RAG: Hypothetical Document Embeddings (HyDE)
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Exploring RAG: Hypothetical Document Embeddings (HyDE)

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2 min read
Building a Semantic Meme Search Engine

Building a Semantic Meme Search Engine

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6 min read
How to Use AI in Web Development: Integrating ChatGPT, LangChain, and Vector Databases
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How to Use AI in Web Development: Integrating ChatGPT, LangChain, and Vector Databases

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3 min read
What are some practical use cases for the MERGE command in data warehousing?

What are some practical use cases for the MERGE command in data warehousing?

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3 min read
Using FAISS for local semantic search
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Using FAISS for local semantic search

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4 min read
Quick tip: How to Build Local LLM RAG Apps with Ollama, DeepSeek-R1 and SingleStore
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Quick tip: How to Build Local LLM RAG Apps with Ollama, DeepSeek-R1 and SingleStore

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4 min read
Docling's new “SmolDocling-256M” Rocks

Docling's new “SmolDocling-256M” Rocks

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9 min read
Quick tip: How to Build Local LLM Apps with Ollama, DeepSeek-R1 and SingleStore
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Quick tip: How to Build Local LLM Apps with Ollama, DeepSeek-R1 and SingleStore

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2 min read
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