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Title: feat: Adding Milvus demo to examples by franciscojavierarceo · Pull Request #4910 · feast-dev/feast · GitHub

Open Graph Title: feat: Adding Milvus demo to examples by franciscojavierarceo · Pull Request #4910 · feast-dev/feast

X Title: feat: Adding Milvus demo to examples by franciscojavierarceo · Pull Request #4910 · feast-dev/feast

Description: What this PR does / why we need it: This pull request introduces several updates and new features to the Feast repository, particularly around the integration of Milvus as an online store. Below is a summary of the key changes: Documentation Updates Updated Overview of Online Stores: Added Milvus to the matrix of supported functionalities in the overview.md file under docs/reference/online-stores/. New Example Files RAG Example: Introduced a new example for RAG (Retrieval-Augmented Generation) under examples/rag/. Added __init__.py. Added README.md. Added feature_repo/ directory containing: __init__.py example_repo.py feature_store.yaml test_workflow.py Added milvus-quickstart.ipynb notebook demo containing documentation for data scientists to easily get started Code Updates Milvus Online Store Integration: Renamed _get_collection method to _get_or_create_collection in milvus.py. Updated method calls to use _get_or_create_collection instead of _get_collection. Added logic to handle vector fields and search metrics. Improved handling of Proto values and serialization in retrieve_online_documents_v2 method. Detailed Changes Documentation: Added Milvus to the list of supported online stores in the feature matrix. Examples: Added new example files under examples/rag/. Milvus Integration: Method Renaming: Renamed _get_collection to _get_or_create_collection. Vector Field Handling: Added handling for vector fields and search metrics within the _get_or_create_collection method. Method Updates: Updated the following methods to use _get_or_create_collection: online_write_batch update retrieve_online_documents_v2 Proto Value Handling: Improved the handling of Proto values and serialization in retrieve_online_documents_v2. Which issue(s) this PR fixes: #4364 Misc N/A

Open Graph Description: What this PR does / why we need it: This pull request introduces several updates and new features to the Feast repository, particularly around the integration of Milvus as an online store. Below is...

X Description: What this PR does / why we need it: This pull request introduces several updates and new features to the Feast repository, particularly around the integration of Milvus as an online store. Below is...

Opengraph URL: https://github.com/feast-dev/feast/pull/4910

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Show all changes 17 commits https://github.com/feast-dev/feast/pull/4910/files
468368a checking in progress but this Pr still is not ready yet franciscojavierarceo Jan 25, 2025 https://github.com/feast-dev/feast/pull/4910/commits/468368a07ce5590b72ff9140ce98931744986ccd
8f26494 feat: Adding new method to FeatureStore to allow more flexible retrie… franciscojavierarceo Jan 27, 2025 https://github.com/feast-dev/feast/pull/4910/commits/8f264943d0189ab2d37b8f3e402d51080034f92e
ddc963b Adding requested_features back into online_store franciscojavierarceo Jan 27, 2025 https://github.com/feast-dev/feast/pull/4910/commits/ddc963bf6dc5f5182bbf2bc00da8ac01542877b6
006e897 feat: Adding RAG demo displaying Milvus usage for RAG franciscojavierarceo Jan 8, 2025 https://github.com/feast-dev/feast/pull/4910/commits/006e897489eda7e107688223db5e4b6532627473
a1a9408 uploading sample data and updated yaml franciscojavierarceo Jan 10, 2025 https://github.com/feast-dev/feast/pull/4910/commits/a1a9408528ce62ddc40925167dad945e82782dd0
4fba66c updating workflow franciscojavierarceo Jan 10, 2025 https://github.com/feast-dev/feast/pull/4910/commits/4fba66c2e2cf301d91cc9317052b68f5ddfd2e5a
c4736b7 updated example franciscojavierarceo Jan 10, 2025 https://github.com/feast-dev/feast/pull/4910/commits/c4736b75cd6c198f784b65b3fcd6451cfebd0410
f7393a7 removing modified files franciscojavierarceo Jan 10, 2025 https://github.com/feast-dev/feast/pull/4910/commits/f7393a7c6905aa50cb7f55d7f9881f3e069c4404
d0a1e30 reverting postgres change franciscojavierarceo Jan 10, 2025 https://github.com/feast-dev/feast/pull/4910/commits/d0a1e30ef03cedd60cd2619c4614804e331c119a
0d4c351 updating test_workflow franciscojavierarceo Jan 13, 2025 https://github.com/feast-dev/feast/pull/4910/commits/0d4c35177ae1a13df3abb2540bbd530831809dc2
7c006b1 updated and fixed bug franciscojavierarceo Jan 28, 2025 https://github.com/feast-dev/feast/pull/4910/commits/7c006b1d008886fffc980c3a4268963de6af29c0
63aa43b fixing a bad merge/rebase franciscojavierarceo Jan 29, 2025 https://github.com/feast-dev/feast/pull/4910/commits/63aa43bffd013ba319291a89b4a996c6b6bb307e
aa81350 updated linter because of latest nistall franciscojavierarceo Jan 29, 2025 https://github.com/feast-dev/feast/pull/4910/commits/aa81350424bf10e4a5964662c1f0a347886c313c
e2a1949 reverting feature store change franciscojavierarceo Jan 29, 2025 https://github.com/feast-dev/feast/pull/4910/commits/e2a19493a9119c9f8acd9a3f053fa12236a1b666
017ff54 adding logging of local milvus back franciscojavierarceo Jan 29, 2025 https://github.com/feast-dev/feast/pull/4910/commits/017ff54e8f8d0e0a5be844f9a46b5ebb13dc7f1a
ac96e36 Updating readme and adding notebook franciscojavierarceo Jan 29, 2025 https://github.com/feast-dev/feast/pull/4910/commits/ac96e36ee7bf58926c3cd7ec5ad3c6f97c26ab06
c629a42 updated readme franciscojavierarceo Jan 30, 2025 https://github.com/feast-dev/feast/pull/4910/commits/c629a42fe58cbe7a7344b5f9516cc5a4b4b81323
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