Revise README for DiskANN3 updates#1046
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Updated README to reflect changes in DiskANN3 and added details about the Provider API and getting started guide.
Corrected formatting and improved clarity in the README.
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Pull request overview
Updates the top-level README to describe DiskANN3 (Rust main branch) and its Provider API, plus a short “Getting Started” section pointing to benchmarking and provider integration entry points.
Changes:
- Replaces the prior badge/paper-heavy intro with a DiskANN3 overview and feature list.
- Adds Provider API context and a “Getting Started” section with links to benchmarks and the provider contract.
- Moves badges and paper links into the “Legacy C++ Code” section.
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| - Garnet provider for high-throughput scale up vector search, and as an example of mapping to a k-v store. | ||
| - Bf-tree provider as an illustration of how to connect to a B-tree in your database. | ||
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| The provider for [https://learn.microsoft.com/en-us/azure/cosmos-db/vector-search](Cosmos DB NoSQLVector Search) is not included but documented in the [https://www.vldb.org/pvldb/vol18/p5166-upreti.pdf](VLDB'25 paper). |
Updated the README to clarify the DiskANN3 library's purpose and usage, including changes to the description of the API and algorithmic features.
Updated project name and description in README.
Codecov Report✅ All modified and coverable lines are covered by tests. Additional details and impacted files@@ Coverage Diff @@
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- Hits 77462 76498 -964
- Misses 8032 8996 +964
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Updated README to reflect changes in DiskANN3 and added details about the Provider API and getting started guide.