/plushcap/analysis/airbyte/airbyte-now-supports-vector-databases-powered-by-langchain

Airbyte Now Supports Vector Databases Powered by LangChain

What's this blog post about?

Airbyte has introduced a new vector database destination that enables users to create vector embeddings from any airbyte-supported source and directly load them into vector databases. This unlocks retrieval-augmented generation and powerful similarity search use cases on unstructured data. Currently, Pinecone and the embedded DocArray database are supported, with more options planned. The vector database destination simplifies LLM-supported use cases by handling chunking and embedding, allowing users to directly connect sources to the vector database through an Airbyte connection.

Company
Airbyte

Date published
July 24, 2023

Author(s)
Joe Reuter

Word count
561

Hacker News points
2

Language
English


By Matt Makai. 2021-2024.