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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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Retrieval-Augmented Generation: Using your Data with LLMs
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Retrieval-Augmented Generation: Using your Data with LLMs

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8 min read
Enhancing RAG Performance: A Comprehensive Guide

Enhancing RAG Performance: A Comprehensive Guide

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7 min read
Emergence of Vector Databases
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Emergence of Vector Databases

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4 min read
Quick tip: Using Apache Spark Structured Streaming with SingleStore Notebooks
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Quick tip: Using Apache Spark Structured Streaming with SingleStore Notebooks

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5 min read
Quick tip: Cosine Similarity revisited in SingleStore
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Quick tip: Cosine Similarity revisited in SingleStore

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3 min read
LangChain Memory: Enhancing AI Conversational Capabilities

LangChain Memory: Enhancing AI Conversational Capabilities

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5 min read
Falcon 180B: Advancing Language Models in the AI Frontier

Falcon 180B: Advancing Language Models in the AI Frontier

17
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5 min read
Vector Database solutions on AWS
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Vector Database solutions on AWS

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2 min read
Vector Search at the Edge with Couchbase Mobile

Vector Search at the Edge with Couchbase Mobile

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8 min read
My binary vector search is better than your FP32 vectors
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My binary vector search is better than your FP32 vectors

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5 min read
Couchbase Server 7.6 Top New Features For Developers

Couchbase Server 7.6 Top New Features For Developers

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3 min read
How ColBERT Helps Developers Overcome the Limits of Retrieval-Augmented Generation
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How ColBERT Helps Developers Overcome the Limits of Retrieval-Augmented Generation

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6 min read
Using pgvector To Locate Similarities In Enterprise Data

Using pgvector To Locate Similarities In Enterprise Data

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11 min read
Unlock Advanced Search Capabilities with Milvus and Read about RAG
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Unlock Advanced Search Capabilities with Milvus and Read about RAG

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5 min read
Mastering LLM Challenges: An Exploration of Retrieval Augmented Generation

Mastering LLM Challenges: An Exploration of Retrieval Augmented Generation

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5 min read
Advanced Querying Techniques in Vector Databases

Advanced Querying Techniques in Vector Databases

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7 min read
pgvector vs. pgvecto.rs in 2024: A Comprehensive Comparison for Vector Search in PostgreSQL

pgvector vs. pgvecto.rs in 2024: A Comprehensive Comparison for Vector Search in PostgreSQL

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7 min read
How to Evaluate RAG Applications

How to Evaluate RAG Applications

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10 min read
We Built an Open Source Drop-In for OpenAI's Assistants API Powered by Astra DB Vector Search
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We Built an Open Source Drop-In for OpenAI's Assistants API Powered by Astra DB Vector Search

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3 min read
pgvecto.rs 0.2: Unifying Relational Queries and Vector Search in PostgreSQL

pgvecto.rs 0.2: Unifying Relational Queries and Vector Search in PostgreSQL

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5 min read
Information Retrieval Metrics

Information Retrieval Metrics

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5 min read
Qdrant 1.8.0 - Major Performance Enhancements
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Qdrant 1.8.0 - Major Performance Enhancements

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5 min read
Beyond Vector Search: How Metadata Indexing Helps to Find Dating App Matches
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Beyond Vector Search: How Metadata Indexing Helps to Find Dating App Matches

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4 min read
The Subtleties of Vector Similarity Scales (part 4)
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The Subtleties of Vector Similarity Scales (part 4)

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10 min read
Perform Image-Driven Reverse Image Search on E-Commerce Sites with ImageBind and Qdrant
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Perform Image-Driven Reverse Image Search on E-Commerce Sites with ImageBind and Qdrant

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8 min read
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