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Implement Redis storage backend

Open AnneYang720 opened this issue 3 years ago • 0 comments

Now Redis supports vector similarity search algorithm based on HNSW. #452

This issue will declare the overall steps on supporting a new vector storage backend: Redis into docarray.

This is part of Summer Of Open Source project work with Jina from students, together with @bwanglzu. To achieve the goal, we break down our tasks in to the following sub-tasks:

  • [ ] implement backend.py
  • [ ] implement getsetdel.py
  • [ ] implement seqlike.py
  • [ ] implement find.py
  • [ ] documentation on the usage of RedisStorage in integrations/document store page.
  • [ ] benchmarking and compare with other storage backends.
  • [ ] document benchmarking results.

AnneYang720 avatar Jul 21 '22 12:07 AnneYang720