Turso brings Native Vector Search to SQLite

updated 4mo ago

The ideal solution for AI-native vectorDB would be something that would would be easy to set up and should integrate with existing APIs for rapid prototyping but should be able to scale without additional changes.

LanceDB is designed with this approach. Being server-less, it requires no setup — just import and start using. Persisted in HDD, allowing... See more
from LLMs, RAG, & the missing storage layer for AI by Ayush Chaurasia
Nicolay Gerold added
There are numerous integrations for vector storage. These include Alibaba Cloud OpenSearch, AnalyticDB for PostgreSQL, Meta AI’s Annoy library for Approximate Nearest Neighbor (ANN) search, Cassandra, Chroma, Elasticsearch, Facebook AI Similarity Search (Faiss), MongoDB Atlas Vector Search, PGVector as a vector similarity search for Postgres, Pinec
... See more
from Generative AI with LangChain: Build large language model (LLM) apps with Python, ChatGPT, and other LLMs by Ben Auffarth
A serverless vector database

built from first principles on object storage: 10-100x cheaper, usage-based pricing, massive scalability
from turbopuffer
Nicolay Gerold added

from LLMs, RAG, & the missing storage layer for AI by Ayush Chaurasia