# Vector Database Samples

Comprehensive vector database examples including Chroma, Pinecone, Weaviate, FAISS, and custom vector solutions for semantic search and RAG applications

> Canonical page: https://elysiatools.com/en/samples/vector-database

- **Category:** AI & Machine Learning

- **Keywords:** vector-database, chroma, pinecone, weaviate, faiss, embeddings, semantic-search, rag

## Overview

Comprehensive vector database examples including Chroma, Pinecone, Weaviate, FAISS, and custom vector solutions for semantic search and RAG applications

## Examples

- **Chroma Vector Database**: Complete Chroma vector database implementation with collections, metadata filtering, similarity search, and production-ready features
- **Pinecone and Weaviate Vector Databases**: Cloud-native vector database implementations with Pinecone and Weaviate for production-scale semantic search and AI applications
- **FAISS and Custom Vector Solutions**: Local vector database implementations using FAISS, Annoy, and custom solutions for privacy-focused applications

## When to use

- Use this sample set when you want reference inputs for Vector Database Samples.
- Use it to preview output formats and compare related sample variants.

## How it works

- Open a sample entry to inspect the prepared example payload or asset.
- Compare it with related tools to understand how the workflow connects.

## Use cases

- Chroma Vector Database
- Pinecone and Weaviate Vector Databases
- FAISS and Custom Vector Solutions

## Frequently asked questions

### What is included in Vector Database Samples?

This page includes curated sample entries, related tools, and neighboring sample collections for Vector Database Samples.

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