Vector Databases

Master vector storage and retrieval for AI applications.

Quick Start

Chroma (Local Development)

import chromadb
from chromadb.utils import embedding_functions

# Initialize client
client = chromadb.Client()  # In-memory
# client = chromadb.PersistentClient(path="./chroma_db")  # Persistent

# Create collection with embedding function
embedding_fn = embedding_functions.SentenceTransformerEmbeddingFunction(
    model_name="all-MiniLM-L6-v2"
)