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Feature Request: Use Chroma instead of Pinecone

Open bjorkmeister opened this issue 2 years ago • 9 comments

Rationale: I would like to set this up locally and Pinecone only has a paid subscription model, if you are not whitelisted through the waiting list.

I would like to set this up using a local running version of Chroma.

bjorkmeister avatar Apr 18 '23 16:04 bjorkmeister

Weaviate would be nice too. It's free and open source

Armadillidiid avatar Apr 18 '23 17:04 Armadillidiid

+1 for abstraction at the storage layer; I'd like to use Milvus.

bradfair avatar Apr 18 '23 17:04 bradfair

+1 Don't know which service I'd use but since pinecone is basically paid only for the time being, I'd love to use "anything else". Don't mind setting it up myself.

Bergdoktor avatar Apr 19 '23 09:04 Bergdoktor

+1 Don't know which service I'd use but since pinecone is basically paid only for the time being, I'd love to use "anything else". Don't mind setting it up myself.

+1

Jasmin25 avatar Apr 20 '23 06:04 Jasmin25

Pinecone has a free-tier that works for Vault-ai. People can use it without paying.

isConic avatar Apr 21 '23 01:04 isConic

Yeah, but there's a waiting list for the free tier. I actually just got in yesterday after waiting for about 5 days.

isConic @.***> schrieb am Fr., 21. Apr. 2023, 03:25:

Pinecone has a free-tier that works for Vault-ai. People can use it without paying.

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Bergdoktor avatar Apr 21 '23 05:04 Bergdoktor

I'd like to run this against our technical and scientific documentation on a blue water research vessel with limited internet bandwidth, so the 'anything else' option would good to see.

botheredbybees avatar May 02 '23 00:05 botheredbybees

Pinecone has a free-tier that works for Vault-ai. People can use it without paying.

I'm not too keen on the user agreement where you: Grant Pinecone and its suppliers a non-exclusive, royalty-free license to access, use, reproduce, modify and display the Customer Data for the purposes of (i) providing the Hosted Services, (ii) exercising its rights and obligations under this Agreement; (iii) generating Aggregated and Anonymous Data (as defined below).... Customer further agrees that Pinecone shall own such Aggregated and Anonymous Data and may retain, use and disclose such data for any lawful business purpose, including to improve its products and services.

For proof of concept that's okay, but with sensitive data, I rather host that in-house, a secured data center, or cloud host.

barretto94 avatar May 02 '23 17:05 barretto94

same here, I don't see a reason to host in pinecone when running it locally. Also Pinecone charges by time of use (no by how many times you access the data) and it's very expensive.

zakariaelh avatar Jun 09 '23 18:06 zakariaelh