Davit Buniatyan b4914888a7 Deep Lake upgrade to include attribute search, distance metrics, returning scores and MMR (#2455) ...

### Features include

- Metadata based embedding search
- Choice of distance metric function (`L2` for Euclidean, `L1` for
Nuclear, `max` L-infinity distance, `cos` for cosine similarity, 'dot'
for dot product. Defaults to `L2`
- Returning scores
- Max Marginal Relevance Search
- Deleting samples from the dataset

### Notes
- Added numerous tests, let me know if you would like to shorten them or
make smarter

---------

Co-authored-by: Davit Buniatyan <d@activeloop.ai>

2023-04-06 12:47:33 -07:00

..

docker-compose

fix: elasticsearch (#2402)

2023-04-05 06:51:32 -07:00

fixtures

fix: elasticsearch (#2402)

2023-04-05 06:51:32 -07:00

__init__.py

add few shot example (#148)

2022-11-19 20:32:45 -08:00

fake_embeddings.py

Propagate "filter" arg in Chroma similarity_search (#1869)

2023-03-22 19:40:10 -07:00

test_atlas.py

Harrison/atlas db (#1315)

2023-02-26 22:11:38 -08:00

test_chroma.py

Propagate "filter" arg in Chroma similarity_search (#1869)

2023-03-22 19:40:10 -07:00

test_deeplake.py

Deep Lake upgrade to include attribute search, distance metrics, returning scores and MMR (#2455)

2023-04-06 12:47:33 -07:00

test_elasticsearch.py

fix: elasticsearch (#2402)

2023-04-05 06:51:32 -07:00

test_faiss.py

Allow k to be higher than doc size in max_marginal_relevance_search (#1187)

2023-02-20 16:39:13 -08:00

test_milvus.py

Harrison/milvus (#856)

2023-02-02 22:05:47 -08:00

test_opensearch.py

Add Support for OpenSearch Vector database (#1191)

2023-02-20 18:39:34 -08:00

test_pgvector.py

Removed duplicate BaseModel dependencies (#2471)

2023-04-06 12:45:16 -07:00

test_pinecone.py

use namespace argument in Pinecone constructor (#1757)

2023-03-18 19:55:38 -07:00

test_qdrant.py

Qdrant update to 1.1.1 & docs polishing (#2388)

2023-04-04 06:48:21 -07:00

test_redis.py

feat: add redisearch vectorstore (#1307)

2023-03-14 18:06:03 -07:00