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Title: feat: Add Milvus Vector Database Implementation by franciscojavierarceo · Pull Request #4751 · feast-dev/feast · GitHub

Open Graph Title: feat: Add Milvus Vector Database Implementation by franciscojavierarceo · Pull Request #4751 · feast-dev/feast

X Title: feat: Add Milvus Vector Database Implementation by franciscojavierarceo · Pull Request #4751 · feast-dev/feast

Description: What this PR does / why we need it: This PR introduces the Milvus Vector Database into Feast. This integration enhances the capability of Feast to handle and store vector embeddings, along with traditional features. More specifically, this allows for vector retrieval configurable at the feature-level. .github/workflows/pr_local_integration_tests.yml Updated test cache key Makefile Added milvus makefile target docs/how-to-guides/customizing-feast/adding-support-for-a-new-online-store.md Updated to remove path sdk/python/docs/source/feast.infra.online_stores.milvus_online_store.rst Updated sphinx docs sdk/python/feast/infra/online_stores/milvus_online_store/milvus.py Added Milvus online store implementation sdk/python/feast/repo_config.py Added milvus to config sdk/python/feast/type_map.py Updated _proto_value_to_value_type function sdk/python/tests/foo_provider.py Updated requested_features as Optional sdk/python/tests/integration/online_store/test_universal_online.py Added specific Milvus test...will likely remove later Which issue(s) this PR fixes: #4364 Misc Will add docs in subsequent PR

Open Graph Description: What this PR does / why we need it: This PR introduces the Milvus Vector Database into Feast. This integration enhances the capability of Feast to handle and store vector embeddings, along with tra...

X Description: What this PR does / why we need it: This PR introduces the Milvus Vector Database into Feast. This integration enhances the capability of Feast to handle and store vector embeddings, along with tra...

Opengraph URL: https://github.com/feast-dev/feast/pull/4751

X: @github

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Show all changes 33 commits https://github.com/feast-dev/feast/pull/4751/files
ab7d4fb merged rebase franciscojavierarceo Dec 9, 2024 https://github.com/feast-dev/feast/pull/4751/commits/ab7d4fba2c65b455927274e233c6f305e09cef4b
a6c9005 adding configuration franciscojavierarceo Nov 11, 2024 https://github.com/feast-dev/feast/pull/4751/commits/a6c900572f78885c63101cfdef42a1f992b78b3b
b61b965 updated franciscojavierarceo Nov 12, 2024 https://github.com/feast-dev/feast/pull/4751/commits/b61b965648af2b975c1076ef14be385310c79121
88bca02 changed things and linted franciscojavierarceo Nov 15, 2024 https://github.com/feast-dev/feast/pull/4751/commits/88bca02ef18292136223c8433f2850859d0388c5
81bd84a adding updated builds franciscojavierarceo Nov 15, 2024 https://github.com/feast-dev/feast/pull/4751/commits/81bd84a2903148fd7fe3093a7f6ab4afce1fabcb
083fe67 adding repo config franciscojavierarceo Nov 20, 2024 https://github.com/feast-dev/feast/pull/4751/commits/083fe670f20c98de59b80df181efd18d66afd118
fcf32d9 updated franciscojavierarceo Nov 25, 2024 https://github.com/feast-dev/feast/pull/4751/commits/fcf32d9161f59911893cac8017000300c34ea475
662119a renaming test and adding milvus to integration test franciscojavierarceo Nov 27, 2024 https://github.com/feast-dev/feast/pull/4751/commits/662119a610c1c7d00d963beaaa47ef38db352381
4a7edd8 not quite working but have milvus talking franciscojavierarceo Nov 27, 2024 https://github.com/feast-dev/feast/pull/4751/commits/4a7edd8e00938f9c69e00659f900b3bca43ed86b
4c16c0b updated tests franciscojavierarceo Dec 1, 2024 https://github.com/feast-dev/feast/pull/4751/commits/4c16c0b72aa64dd03543a407aeac166d0910252c
fabac18 apply() method now works franciscojavierarceo Dec 2, 2024 https://github.com/feast-dev/feast/pull/4751/commits/fabac181b32c4bf5b2fb6a27695a9310f2f30dd3
2ee74c5 updated setup franciscojavierarceo Dec 9, 2024 https://github.com/feast-dev/feast/pull/4751/commits/2ee74c5e4c8ffdcefda464802475ad39021549a8
1859e76 checking in progresss...getting there franciscojavierarceo Dec 13, 2024 https://github.com/feast-dev/feast/pull/4751/commits/1859e7690b76d8252a1a932c0182a4a22cf22f12
35557ce making some progress franciscojavierarceo Dec 14, 2024 https://github.com/feast-dev/feast/pull/4751/commits/35557ce7d141080c7e6b841a5a3ff67e49c50914
c54309a partially running franciscojavierarceo Dec 15, 2024 https://github.com/feast-dev/feast/pull/4751/commits/c54309a0779439ee4f6149a30cb17aac123002dc
0094e27 checking in progress...finding issues still franciscojavierarceo Dec 16, 2024 https://github.com/feast-dev/feast/pull/4751/commits/0094e271ff32af84b30344efb53aef75b35e0c0c
25a065e have the apply working franciscojavierarceo Dec 16, 2024 https://github.com/feast-dev/feast/pull/4751/commits/25a065e94d8fff8cee72bcf5fdd02be2b7ba33aa
f1a92e0 adjusting some type issues franciscojavierarceo Dec 16, 2024 https://github.com/feast-dev/feast/pull/4751/commits/f1a92e00653690e14970b37a5e86feccf6936b56
3282a05 updated and removed test franciscojavierarceo Dec 16, 2024 https://github.com/feast-dev/feast/pull/4751/commits/3282a05e2eab8c519f0b9df5cab87cb4e18b7985
2dee462 have things behaving with the enviornment arg franciscojavierarceo Dec 17, 2024 https://github.com/feast-dev/feast/pull/4751/commits/2dee46298ae2e2ba12b34d31f96cdc44c33f754e
be8c5bc updated milvus franciscojavierarceo Dec 17, 2024 https://github.com/feast-dev/feast/pull/4751/commits/be8c5bc04513c5446624c584baabd1f90b853c8c
dbc11e2 almost have retrieval working, having to make a lot of changes to onl… franciscojavierarceo Dec 18, 2024 https://github.com/feast-dev/feast/pull/4751/commits/dbc11e29d98f863e9ce15aec94778a92a8424031
37d93f1 almost have deserialization from the search results done franciscojavierarceo Dec 19, 2024 https://github.com/feast-dev/feast/pull/4751/commits/37d93f1264aa0a692a11ff5c5696265793efd9e7
67ad688 got the retrieval working now too :D franciscojavierarceo Dec 19, 2024 https://github.com/feast-dev/feast/pull/4751/commits/67ad68866dcd48b55144a81c43a4e8d602b2d0ca
d1c15cf updates to fix linter and new signature for all implementations franciscojavierarceo Dec 20, 2024 https://github.com/feast-dev/feast/pull/4751/commits/d1c15cff2c147b6304b150eeb948d3a432fc8865
6d94d7a linter franciscojavierarceo Dec 20, 2024 https://github.com/feast-dev/feast/pull/4751/commits/6d94d7acde75bcb3485ea780e3748d2cf0883391
fe518ed more linting franciscojavierarceo Dec 20, 2024 https://github.com/feast-dev/feast/pull/4751/commits/fe518ed9cda3909f071fd97f9946a1dcc80ba58e
a639013 Removing some unnecessary code franciscojavierarceo Dec 20, 2024 https://github.com/feast-dev/feast/pull/4751/commits/a639013d5cbc301b3eedf664e4c7c1c1ded5f4bd
c91681f removing change to setup franciscojavierarceo Dec 20, 2024 https://github.com/feast-dev/feast/pull/4751/commits/c91681f4f1bf8475bdfd0265f848e33e5ad01e90
bd5ff48 adding sphinx docs franciscojavierarceo Dec 20, 2024 https://github.com/feast-dev/feast/pull/4751/commits/bd5ff480b2a73a6dda4b8ecfa240f3cf9d609deb
32c9a9f adjusting workflow franciscojavierarceo Dec 23, 2024 https://github.com/feast-dev/feast/pull/4751/commits/32c9a9fa817509b71620a987fda2e3c3050767b0
22bac8b adding logging to debug franciscojavierarceo Dec 23, 2024 https://github.com/feast-dev/feast/pull/4751/commits/22bac8ba7e6b48f5290f4051d9ca831bc9513111
134b908 changing to vectordb environment franciscojavierarceo Dec 23, 2024 https://github.com/feast-dev/feast/pull/4751/commits/134b908595d36a50831bb4d86a23f1d9f6991a6a
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