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Description
This PR includes Redis as a vector database to Embedchain using the new, purpose-built
redisvl
python library. Given work was already started using base redis-py, I wanted to also highlight the work started here (#756) by @SudhanshuJoshi09. This simplifies the codebase a good bit (for redis) and also includes more explicit metadata filtering via "Tag" fields in Redis. It also updates documentation, adds an example notebook, and config examples.FYI @deshraj I'd love to get any additional feedback here. The version of redisvl used to build this will be released later this week (so I am tied to a github branch atm). But I wanted to get a head start.
Fixes # (issue)
Type of change
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How Has This Been Tested?
Please describe the tests that you ran to verify your changes. Provide instructions so we can reproduce. Please also list any relevant details for your test configuration
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Checklist:
Maintainer Checklist