[D] Is there any way to filter searches by metadata over current vector DBs like Pinecone?

• formkiq-core

  50 91 6.6 Java

  A full-featured Document Layer for your application, providing the functionality of a flexible document management system, including storage, discovery, processing, and retrieval. Deploys directly into your Amazon Web Services Cloud. 🌟 Star to support our work!

  

I think that makes sense to me (biased as I am). I wonder if Milvus (mentioned in another comment) can handle some of this, or if a dedicated EDMS is required. We have created an Open Core EDMS that could provide the document management functionality running using AWS: https://github.com/formkiq/formkiq-core

• DiscoChat

  1 1 6.4 Python

  DiscoChat is a Discord bot that integrates OpenAI's API and a vector database (ChromaDB) for context-aware AI conversations.

Chroma allows for filtering over metadata. If you assign metadata that defines the privilege level required to access the data, or some other method of segmenting, you can then use a where condition within the query to retrieve documents that pertain to the filter. I use this to retrieve semantically similar messages from a given discord channel and pipe them into context. https://github.com/tomthefreakmusic/Discochat

• InfluxDB

  www.influxdata.com featured

  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.

  

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