Alternatives to Pinecone? (Vector databases) [D]

• Nuclia DB

  3 571 9.9 Rust

  NucliaDB, The AI Search database for RAG

  

NucliaDB https://github.com/nuclia/nucliadb

• paper-qa

  10 3,608 8.7 Python

  LLM Chain for answering questions from documents with citations

• InfluxDB

  www.influxdata.com sponsored

  Power Real-Time Data Analytics at Scale. Get real-time insights from all types of time series data with InfluxDB. Ingest, query, and analyze billions of data points in real-time with unbounded cardinality.

  

• qdrant

  140 17,839 9.9 Rust

  Qdrant - High-performance, massive-scale Vector Database for the next generation of AI. Also available in the cloud https://cloud.qdrant.io/

  

I would describe Qdrant as an beautifully simple vector database. Definitely worth a try, it has an forever-free tier as well.

• langchain

  152 56,526 10.0 Python

  Discontinued ⚡ Building applications with LLMs through composability ⚡ [Moved to: https://github.com/langchain-ai/langchain] (by hwchase17)

  

There’s a pretty good list in Langchain, including basic implementation code: https://github.com/hwchase17/langchain/tree/master/langchain/vectorstores

• txtai

  355 6,990 9.3 Python

  💡 All-in-one open-source embeddings database for semantic search, LLM orchestration and language model workflows

  

Take a look at txtai: https://github.com/neuml/txtai

• google-research

  98 32,804 9.6 Jupyter Notebook

  Google Research

  

I'm curious if anyone has discovered a vector database that is compatible with the ScaNN method? (https://github.com/google-research/google-research/tree/master/scann)

Suggest a related project