https://github.com/epsilla-cloud/vectordb - enhance vectordb operations

What's Changed

• Support string includes by @richard-epsilla in https://github.com/epsilla-cloud/vectordb/pull/145
• Pre-filter support by @richard-epsilla in https://github.com/epsilla-cloud/vectordb/pull/147
• add tools for object storage by @eric-epsilla in https://github.com/epsilla-cloud/vectordb/pull/148
• Update README.md by @richard-epsilla in https://github.com/epsilla-cloud/vectordb/pull/152

Full Changelog: https://github.com/epsilla-cloud/vectordb/compare/v0.3.12...cc-0.3.16

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Published by eric-epsilla 9 months ago

https://github.com/epsilla-cloud/vectordb - v0.3.16

What's Changed

• Support string includes by @richard-epsilla in https://github.com/epsilla-cloud/vectordb/pull/145
• Pre-filter support by @richard-epsilla in https://github.com/epsilla-cloud/vectordb/pull/147
• add tools for object storage by @eric-epsilla in https://github.com/epsilla-cloud/vectordb/pull/148

Full Changelog: https://github.com/epsilla-cloud/vectordb/compare/v0.3.12...v0.3.16

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Published by eric-epsilla over 1 year ago

https://github.com/epsilla-cloud/vectordb - v0.3.12

What's Changed

• Geospatial search by @richard-epsilla in https://github.com/epsilla-cloud/vectordb/pull/139
• LIKE operator support by @richard-epsilla in https://github.com/epsilla-cloud/vectordb/pull/140
• Facet (group by / aggregation) support by @richard-epsilla in https://github.com/epsilla-cloud/vectordb/pull/142

Full Changelog: https://github.com/epsilla-cloud/vectordb/compare/v0.3.11...v0.3.12

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Published by richard-epsilla about 2 years ago

https://github.com/epsilla-cloud/vectordb - v0.3.11

What's Changed

• Create build-debug.yml by @eric-epsilla in https://github.com/epsilla-cloud/vectordb/pull/131
• handle single quote in string value expr; by @ricki-epsilla in https://github.com/epsilla-cloud/vectordb/pull/133
• Release API by @richard-epsilla in https://github.com/epsilla-cloud/vectordb/pull/132
• Use logger to print logs by @richard-epsilla in https://github.com/epsilla-cloud/vectordb/pull/137
• API to dump a database by @richard-epsilla in https://github.com/epsilla-cloud/vectordb/pull/138

Full Changelog: https://github.com/epsilla-cloud/vectordb/compare/v0.3.9...v0.3.11

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Published by richard-epsilla over 2 years ago

https://github.com/epsilla-cloud/vectordb - v0.3.9

What's Changed

• API to tune DB parameters by @richard-epsilla in https://github.com/epsilla-cloud/vectordb/pull/130
• Hybrid search API

Full Changelog: https://github.com/epsilla-cloud/vectordb/compare/v0.3.8...v0.3.9

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Published by richard-epsilla over 2 years ago

https://github.com/epsilla-cloud/vectordb - v0.3.8

What's Changed

• Support for Nomic Embedding API and Nomic Embed by @AndriyMulyar in https://github.com/epsilla-cloud/vectordb/pull/125
• Support MistralAI embedding by @richard-epsilla in https://github.com/epsilla-cloud/vectordb/pull/128
• Support variable embedding dimensions by @richard-epsilla in https://github.com/epsilla-cloud/vectordb/pull/129
• Filter on distance by @richard-epsilla in https://github.com/epsilla-cloud/vectordb/pull/126

New Contributors

• @AndriyMulyar made their first contribution in https://github.com/epsilla-cloud/vectordb/pull/125

Full Changelog: https://github.com/epsilla-cloud/vectordb/compare/v0.3.7...v0.3.8

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Published by richard-epsilla over 2 years ago

https://github.com/epsilla-cloud/vectordb - v0.3.7

What's Changed

• Protect catalog change for high throughput by @richard-epsilla in https://github.com/epsilla-cloud/vectordb/pull/121
• feat: Add mixedbread ai support by @juliuslipp in https://github.com/epsilla-cloud/vectordb/pull/122
  • Support uae-large-v1, bge-large-en-v1.5, gte-large, e5-large-v2, multilingual-e5-large, multilingual-e5-base, and gte-large-zh models
• Support OpenAI new text-embedding-ada-003 and small embedding models
• Support VoyageAI new voyage-2 and voyage-2-code embedding models

New Contributors

• @juliuslipp made their first contribution in https://github.com/epsilla-cloud/vectordb/pull/122

Full Changelog: https://github.com/epsilla-cloud/vectordb/compare/v0.3.5...v0.3.7

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Published by richard-epsilla over 2 years ago

https://github.com/epsilla-cloud/vectordb - v0.3.5

What's Changed

• Support Voyage AI embeddings by @richard-epsilla

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Published by richard-epsilla over 2 years ago

https://github.com/epsilla-cloud/vectordb - v0.3.4

What's Changed

• Support upsert operation by @richard-epsilla in https://github.com/epsilla-cloud/vectordb/pull/117
• Sequentialize data updates with mutex by @richard-epsilla in https://github.com/epsilla-cloud/vectordb/pull/118
• Release 0.3.4 by @richard-epsilla in https://github.com/epsilla-cloud/vectordb/pull/120

Full Changelog: https://github.com/epsilla-cloud/vectordb/compare/v0.3.3...v0.3.4

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Published by richard-epsilla over 2 years ago

https://github.com/epsilla-cloud/vectordb - v0.3.3

What's Changed

• Fix dense vector index: fixed a bug that dense vector fields defined after sparse vector fields will cause coredump
• Improve json.getInt function to automatically convert floating numbers into integers

Full Changelog: https://github.com/epsilla-cloud/vectordb/compare/v0.3.2...v0.3.3

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Published by richard-epsilla over 2 years ago

https://github.com/epsilla-cloud/vectordb - v0.3.2

What's Changed

• Support Jina AI embedding by @richard-epsilla in https://github.com/epsilla-cloud/vectordb/pull/106
• Statistics API by @richard-epsilla in https://github.com/epsilla-cloud/vectordb/pull/109
• Improve insert/delete API response by @richard-epsilla in https://github.com/epsilla-cloud/vectordb/pull/113
• Fix distance error in concurrent query by @richard-epsilla in https://github.com/epsilla-cloud/vectordb/pull/115
• Fix delete by filter bug with int key by @richard-epsilla in https://github.com/epsilla-cloud/vectordb/pull/114

Full Changelog: https://github.com/epsilla-cloud/vectordb/compare/v0.3.1...v0.3.2

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Published by richard-epsilla over 2 years ago

https://github.com/epsilla-cloud/vectordb - v0.3.1

What's Changed

• Fix primary key insertion issue by @richard-epsilla in https://github.com/epsilla-cloud/vectordb/pull/98
• Update VERSION by @richard-epsilla in https://github.com/epsilla-cloud/vectordb/pull/99
• Auto embedding by @richard-epsilla in https://github.com/epsilla-cloud/vectordb/pull/100
• integrate embed into vectordb by @eric-epsilla in https://github.com/epsilla-cloud/vectordb/pull/101

Full Changelog: https://github.com/epsilla-cloud/vectordb/compare/v0.2.3...v0.3.1

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Published by eric-epsilla over 2 years ago

https://github.com/epsilla-cloud/vectordb - v0.2.3

What's Changed

• Fix primary key insertion issue by @richard-epsilla in https://github.com/epsilla-cloud/vectordb/pull/98
• Update README.md by @jonherke in https://github.com/epsilla-cloud/vectordb/pull/96
• Update README.md by @richard-epsilla in https://github.com/epsilla-cloud/vectordb/pull/97

New Contributors

• @jonherke made their first contribution in https://github.com/epsilla-cloud/vectordb/pull/96

Full Changelog: https://github.com/epsilla-cloud/vectordb/compare/v0.2.2...v0.2.3

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Published by richard-epsilla over 2 years ago

https://github.com/epsilla-cloud/vectordb - v0.2.2

Announcing Epsilla v0.2, a solid step towards hybrid search support.

What's Changed

✅ Support sparse vector. ✅ Support dot product distance. ✅ Multiple improvements and bug fixes.

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Published by richard-epsilla over 2 years ago

https://github.com/epsilla-cloud/vectordb - v0.1.0

Announcing Epsilla v0.1, our first production oriented release! This marks the milestone of a scalable, fully distributed version of Epsilla.

What's Changed

✅ Sharding vector data for efficient horizontal scaling. ✅ Multi-replica configuration for high availability and increased throughput. ✅ Dynamic sharding expansion and auto-scaling replicas to meet data growth and traffic demands.

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Published by eric-epsilla over 2 years ago