Add Redis VectorDB integration

Player256 commented 4 weeks ago

PR for #1325 Pull Request Overview

This pull request adds Redis integration to the phidata project, enabling the use of Redis as a vector database. The changes include new files and functionalities that support vector storage and retrieval using Redis.

Summary of Changes

phi/vectordb/redis/init.py: Initialization file for the Redis vector database module.
phi/vectordb/redis/redis.py: Contains the implementation of the Redis vector database, with methods for creating, inserting, searching, and managing the index.
phi/vectordb/redis/schema.py: Defines the Redis vector store schema and index information.

manthanguptaa commented 3 weeks ago

Hey @Player256, excellent PR! Can you also add a cookbook to show the use of redis as a vector database?

Player256 commented 3 weeks ago

@manthanguptaa I had a few doubts about the implementation.

How to implement the filters in the search func? As the type given in the abstract method in BaseVector is different then the one in FilterExpression.

manthanguptaa commented 1 week ago

@Player256 do you have any ideas on how to solve the issue you are running into?

Player256 commented 1 week ago

I am stuck here. Can you help @manthanguptaa ?

phidatahq / phidata