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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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Ingest (almost) any non-PDF document in a vector database, effortlessly
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Ingest (almost) any non-PDF document in a vector database, effortlessly

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Comments 2
3 min read
Embeddings clustering with Agglomerative Hierarchical Clustering (messy-folder-reorganizer-ai)
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Embeddings clustering with Agglomerative Hierarchical Clustering (messy-folder-reorganizer-ai)

1
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3 min read
Build a RAG Chat App with Firebase Genkit and Astra DB
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Build a RAG Chat App with Firebase Genkit and Astra DB

6
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9 min read
Graph database vs relational vs vector vs NoSQL
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Graph database vs relational vs vector vs NoSQL

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2 min read
How to Create Vector Embeddings in Python
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How to Create Vector Embeddings in Python

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9 min read
Agentic RAG Best Practices: A Complete Guide for Building AI Apps With PostgreSQL

Agentic RAG Best Practices: A Complete Guide for Building AI Apps With PostgreSQL

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3 min read
Visual Grounding from Docling!
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Visual Grounding from Docling!

2
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6 min read
Processing data with “Data Prep Kit” (part 2)

Processing data with “Data Prep Kit” (part 2)

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8 min read
How to Create Vector Embeddings in Node.js
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How to Create Vector Embeddings in Node.js

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8 min read
Understanding The Math Behind RRF and DBSF with Examples
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Understanding The Math Behind RRF and DBSF with Examples

9
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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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Comments 1
5 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
Exploring RAG: Hypothetical Document Embeddings (HyDE)
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Exploring RAG: Hypothetical Document Embeddings (HyDE)

1
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2 min read
Building a Semantic Meme Search Engine

Building a Semantic Meme Search Engine

2
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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
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