Top 3 Jupyter Notebook vector-search Projects

vector-search

7 244 3.2 Jupyter Notebook

The definitive guide to using Vector Search to solve your semantic search production workload needs.

Project mention: Evaluate Vector Database / Benchmarks? | /r/mlops | 2023-06-30

i started doing this at http://vectorsearch.dev but it could use some love.

TileDB-Vector-Search

3 44 9.5 Jupyter Notebook

Cloud-native vector similarity search and storage with efficient, serverless scale-out

Project mention: Ask HN: Who is hiring? (September 2023) | news.ycombinator.com | 2023-09-01

- vector search, utilizing TileDB and TileDB Cloud for seamless scaling: https://tiledb.com/blog/why-tiledb-as-a-vector-database (library: https://github.com/TileDB-Inc/TileDB-Vector-Search)

WorkOS

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The modern identity platform for B2B SaaS. The APIs are flexible and easy-to-use, supporting authentication, user identity, and complex enterprise features like SSO and SCIM provisioning.
vector-search-azure-cosmos-db-postgresql

4 8 6.1 Jupyter Notebook

This sample shows how to build vector similarity search on Azure Cosmos DB for PostgreSQL using the pgvector extension and the multi-modal embeddings APIs of Azure AI Vision.

Project mention: Use HNSW index on Azure Cosmos DB for PostgreSQL for similarity search | dev.to | 2024-03-14

In the Jupyter Notebook provided on my GitHub repository, you'll explore text-to-image and image-to-image search scenarios. You will use the same text prompts and reference images as in the Exact Nearest Neighbors search example, allowing for a comparison of the accuracy of the results.

NOTE: The open source projects on this list are ordered by number of github stars. The number of mentions indicates repo mentiontions in the last 12 Months or since we started tracking (Dec 2020).