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Implement Redis storage backend
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 storepage. - [ ] benchmarking and compare with other storage backends.
- [ ] document benchmarking results.