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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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Introducing vectorlite: A Fast and Tunable Vector Search Extension for SQLite

Introducing vectorlite: A Fast and Tunable Vector Search Extension for SQLite

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10 min read
Dive into Vector Search for Amazon MemoryDB: A Game-Changer for Enterprise Customers

Dive into Vector Search for Amazon MemoryDB: A Game-Changer for Enterprise Customers

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2 min read
List of 45 databases in the world

List of 45 databases in the world

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3 min read
A Quick Guide to RAG Using Algoboost for Embedding Vector Inference

A Quick Guide to RAG Using Algoboost for Embedding Vector Inference

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7 min read
Vector Search pt. 3 - Retrieval Systems 🌌

Vector Search pt. 3 - Retrieval Systems 🌌

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5 min read
Why Vector Databases Matter in AI: Decrypting $350 Million in Funding

Why Vector Databases Matter in AI: Decrypting $350 Million in Funding

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3 min read
AIM Weekly 27 May 2024

AIM Weekly 27 May 2024

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4 min read
AIM Weekly for 01-July-2024

AIM Weekly for 01-July-2024

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6 min read
Part 2: Mastering Prompts and Language Models with LangChain

Part 2: Mastering Prompts and Language Models with LangChain

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5 min read
Building a Chatbot using your documents with LangChain from Scratch

Building a Chatbot using your documents with LangChain from Scratch

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9 min read
How RAG with txtai works

How RAG with txtai works

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7 min read
Highlights from Day 1 of CascadiaJS 2024

Highlights from Day 1 of CascadiaJS 2024

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4 min read
Why Switching From Notion to Obsidian Might Be Your Best Productivity Hack Ever!

Why Switching From Notion to Obsidian Might Be Your Best Productivity Hack Ever!

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3 min read
Which Vector Database is the best?

Which Vector Database is the best?

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5 min read
RAG with llama.cpp and external API services

RAG with llama.cpp and external API services

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6 min read
Enhancing Data Security with Role-Based Access Control of Qdrant Vector Database

Enhancing Data Security with Role-Based Access Control of Qdrant Vector Database

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37 min read
Using the New Milvus-Lite

Using the New Milvus-Lite

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7 min read
Enhance Your Search Capabilities Using Algoboost as a Vector Store

Enhance Your Search Capabilities Using Algoboost as a Vector Store

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4 min read
Integrate txtai with Postgres

Integrate txtai with Postgres

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9 min read
VectorDB in Action: Unleashing the Power of Molecular Biology

VectorDB in Action: Unleashing the Power of Molecular Biology

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1 min read
Why Vector Compression Matters

Why Vector Compression Matters

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8 min read
AI Chat-Bot with pinecone vector DB

AI Chat-Bot with pinecone vector DB

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2 min read
Introducing Algoboost: Revolutionizing Embedding Model Inference and Vector Storage

Introducing Algoboost: Revolutionizing Embedding Model Inference and Vector Storage

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4 min read
A Guide to Chunking Strategies for Retrieval Augmented Generation (RAG)

A Guide to Chunking Strategies for Retrieval Augmented Generation (RAG)

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14 min read
Comparing SPLADE Sparse Vectors with BM25

Comparing SPLADE Sparse Vectors with BM25

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11 min read
How to Pick a Vector Index in Your Milvus Instance: A Visual Guide

How to Pick a Vector Index in Your Milvus Instance: A Visual Guide

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9 min read
Quick tip: Ollama + SingleStore - LangChain = :-(

Quick tip: Ollama + SingleStore - LangChain = :-(

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5 min read
Supabase helper for better RPC function typing with jsonb fields

Supabase helper for better RPC function typing with jsonb fields

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2 min read
Quick tip: How to Build Local LLM Apps with Ollama and SingleStore

Quick tip: How to Build Local LLM Apps with Ollama and SingleStore

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5 min read
Quick tip: Write numpy arrays directly to the SingleStore VECTOR data type

Quick tip: Write numpy arrays directly to the SingleStore VECTOR data type

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3 min read
Vector Search is Eating the Web

Vector Search is Eating the Web

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4 min read
Vector Databases Are the Base of RAG Retrieval

Vector Databases Are the Base of RAG Retrieval

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6 min read
Exploring BGE-M3 and Splade: Two Machine Learning Models for Generating Sparse Embeddings

Exploring BGE-M3 and Splade: Two Machine Learning Models for Generating Sparse Embeddings

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8 min read
Practical Tips and Tricks for Developers Building RAG Applications

Practical Tips and Tricks for Developers Building RAG Applications

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11 min read
How to Build a Crystal Image Search App with Vector Search

How to Build a Crystal Image Search App with Vector Search

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

My binary vector search is better than your FP32 vectors

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5 min read
Enhancing RAG Performance: A Comprehensive Guide

Enhancing RAG Performance: A Comprehensive Guide

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7 min read
MyScaleDB, the Revolutionary SQL Vector Database, Goes Open-Source

MyScaleDB, the Revolutionary SQL Vector Database, Goes Open-Source

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2 min read
Melhorando as respostas de um LLM: RAG de vídeo do Fåbio Akita

Melhorando as respostas de um LLM: RAG de vídeo do Fåbio Akita

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9 min read
Advanced RAG with guided generation

Advanced RAG with guided generation

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4 min read
Retrieval-Augmented Generation: Using your Data with LLMs

Retrieval-Augmented Generation: Using your Data with LLMs

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8 min read
Emergence of Vector Databases

Emergence of Vector Databases

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

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
Quick tip: Using Apache Spark Structured Streaming with SingleStore Notebooks

Quick tip: Using Apache Spark Structured Streaming with SingleStore Notebooks

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5 min read
Quick tip: Cosine Similarity revisited in SingleStore

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

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5 min read
Vector Database solutions on AWS

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
Mistral 7B vs. Mixtral 8x7B

Mistral 7B vs. Mixtral 8x7B

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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

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
How to Evaluate RAG Applications

How to Evaluate RAG Applications

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

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
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
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