Vector Search Libraries

as donto believed on

From Dontopedia, the open, paraconsistent wiki. (Last updated 2026-06-06.)

Vector Search Libraries has 38 facts recorded in Dontopedia across 5 references, with 6 live disagreements.

38 facts·7 predicates·5 sources·6 in dispute

Mostly:has member(19), has metric(5), rdf:type(4)

Has Memberin dispute`hasMember`

Annoy 1.18.0^[1]all time · 7962136c C338 4cc2 87ff Eaf945be2841
Hnswlib 0.9.2^[1]all time · 7962136c C338 4cc2 87ff Eaf945be2841
Qdrant 0.8.1^[1]all time · 7962136c C338 4cc2 87ff Eaf945be2841
Weaviate 1.14.0^[1]all time · 7962136c C338 4cc2 87ff Eaf945be2841
Milvus 2.3.0^[1]all time · 7962136c C338 4cc2 87ff Eaf945be2841
Faiss 1.7.3^[1]all time · 7962136c C338 4cc2 87ff Eaf945be2841
Faiss 1.7.3^[2]all time · 0e56e8f7 6bb5 47d4 Bd16 A0b896835d01
Annoy 1.18.0^[2]all time · 0e56e8f7 6bb5 47d4 Bd16 A0b896835d01
Hnswlib 0.9.2^[2]all time · 0e56e8f7 6bb5 47d4 Bd16 A0b896835d01
Qdrant 0.8.1^[2]all time · 0e56e8f7 6bb5 47d4 Bd16 A0b896835d01

Inbound mentions (15)

Other subjects in dontopedia point AT this entity as a value. These are inverse relationships — e.g. "X motherOf this subject" — and answer questions the forward facts can't. Grouped by predicate.

`isMemberOf`Is Member of(6)

Annoy 1.18.0ex:Annoy-1.18.0
Faiss 1.7.3ex:Faiss-1.7.3
Hnswlib 0.9.2ex:Hnswlib-0.9.2
Milvus 2.3.0ex:Milvus-2.3.0
Qdrant 0.8.1ex:Qdrant-0.8.1
Weaviate 1.14.0ex:Weaviate-1.14.0

`belongsTo`Belongs to(5)

Annoy 1.18.0ex:annoy-1.18.0
Faiss 1.7.3ex:faiss-1.7.3
Hnswlib 0.9.2ex:hnswlib-0.9.2
Qdrant 0.8.1ex:qdrant-0.8.1
Weaviate 1.14.0ex:weaviate-1.14.0

`partOf`Part of(4)

Annoy 1.18.0ex:annoy-1.18.0
Faiss 1.7.3ex:faiss-1.7.3
Hnswlib 0.9.2ex:hnswlib-0.9.2
Qdrant 0.8.1ex:qdrant-0.8.1

Other facts (17)

The long tail: predicates that appear too rarely to warrant their own section. Filter or scroll to find a specific one. Each row links to its source.

17 facts

Predicate	Value	Ref
Has Metric	Memory Usage	[1]
Has Metric	Storage Size	[1]
Has Metric	Recall Rate	[1]
Has Metric	Precision Rate	[1]
Has Metric	Scalability	[1]
Rdf:type	Library Collection	[1]
Rdf:type	Category	[2]
Rdf:type	Category	[3]
Rdf:type	Software Category	[4]
Contains	Faiss 1.7.3	[4]
Contains	Annoy 1.18.0	[4]
Contains	Hnswlib 0.9.2	[4]
Contains	Qdrant 0.8.1	[4]
Has Characteristic	Good Community Support	[4]
Has Characteristic	Good Documentation	[4]
Comparison Context	Performance Evaluation	[2]
Has Total Count	6	[5]

Timeline

Timeline axis is valid_time — when each source says the fact was true in the world, not when Dontopedia learned about it. Retracted rows are kept for provenance; coloured stripes indicate the context kind.

38 undated

—

hasMemberbeam/7962136c-c338-4cc2-87ff-eaf945be2841

ex:Annoy-1.18.0

—

hasMemberbeam/7962136c-c338-4cc2-87ff-eaf945be2841

ex:Hnswlib-0.9.2

—

hasMemberbeam/7962136c-c338-4cc2-87ff-eaf945be2841

ex:Qdrant-0.8.1

—

hasMemberbeam/7962136c-c338-4cc2-87ff-eaf945be2841

ex:Weaviate-1.14.0

—

hasMemberbeam/7962136c-c338-4cc2-87ff-eaf945be2841

ex:Milvus-2.3.0

—

hasMemberbeam/7962136c-c338-4cc2-87ff-eaf945be2841

ex:Faiss-1.7.3

—

typebeam/7962136c-c338-4cc2-87ff-eaf945be2841

ex:LibraryCollection

—

hasMetricbeam/7962136c-c338-4cc2-87ff-eaf945be2841

ex:memory-usage

—

hasMetricbeam/7962136c-c338-4cc2-87ff-eaf945be2841

ex:storage-size

—

hasMetricbeam/7962136c-c338-4cc2-87ff-eaf945be2841

ex:recall-rate

—

hasMetricbeam/7962136c-c338-4cc2-87ff-eaf945be2841

ex:precision-rate

—

hasMetricbeam/7962136c-c338-4cc2-87ff-eaf945be2841

ex:scalability

—

typebeam/0e56e8f7-6bb5-47d4-bd16-a0b896835d01

ex:Category

—

labelbeam/0e56e8f7-6bb5-47d4-bd16-a0b896835d01

Vector Search Libraries

—

hasMemberbeam/0e56e8f7-6bb5-47d4-bd16-a0b896835d01

ex:faiss-1.7.3

—

hasMemberbeam/0e56e8f7-6bb5-47d4-bd16-a0b896835d01

ex:annoy-1.18.0

—

hasMemberbeam/0e56e8f7-6bb5-47d4-bd16-a0b896835d01

ex:hnswlib-0.9.2

—

hasMemberbeam/0e56e8f7-6bb5-47d4-bd16-a0b896835d01

ex:qdrant-0.8.1

—

hasMemberbeam/0e56e8f7-6bb5-47d4-bd16-a0b896835d01

ex:weaviate-1.14.0

—

comparisonContextbeam/0e56e8f7-6bb5-47d4-bd16-a0b896835d01

ex:performance-evaluation

—

hasMemberbeam/d9eadd77-5f0d-412a-a4de-abb5a222e650

ex:annoy-1.18.0

—

hasMemberbeam/d9eadd77-5f0d-412a-a4de-abb5a222e650

ex:faiss-1.7.3

—

hasMemberbeam/d9eadd77-5f0d-412a-a4de-abb5a222e650

ex:milvus-2.3.0

—

hasMemberbeam/d9eadd77-5f0d-412a-a4de-abb5a222e650

ex:weaviate-1.14.0

—

typebeam/d9eadd77-5f0d-412a-a4de-abb5a222e650

ex:Category

—

typebeam/617fa408-66c0-4ffc-bb73-07d89c7fc9f3

ex:SoftwareCategory

—

labelbeam/617fa408-66c0-4ffc-bb73-07d89c7fc9f3

Vector Search Libraries

—

hasMemberbeam/617fa408-66c0-4ffc-bb73-07d89c7fc9f3

ex:faiss-1.7.3

—

hasMemberbeam/617fa408-66c0-4ffc-bb73-07d89c7fc9f3

ex:annoy-1.18.0

—

hasMemberbeam/617fa408-66c0-4ffc-bb73-07d89c7fc9f3

ex:hnswlib-0.9.2

—

hasMemberbeam/617fa408-66c0-4ffc-bb73-07d89c7fc9f3

ex:qdrant-0.8.1

—

containsbeam/617fa408-66c0-4ffc-bb73-07d89c7fc9f3

ex:faiss-1.7.3

—

containsbeam/617fa408-66c0-4ffc-bb73-07d89c7fc9f3

ex:annoy-1.18.0

—

containsbeam/617fa408-66c0-4ffc-bb73-07d89c7fc9f3

ex:hnswlib-0.9.2

—

containsbeam/617fa408-66c0-4ffc-bb73-07d89c7fc9f3

ex:qdrant-0.8.1

—

hasCharacteristicbeam/617fa408-66c0-4ffc-bb73-07d89c7fc9f3

ex:good-community-support

—

hasCharacteristicbeam/617fa408-66c0-4ffc-bb73-07d89c7fc9f3

ex:good-documentation

—

hasTotalCountbeam/4839e02a-4d69-40e5-9fd1-d54a40659285

6

References (5)

5 references

[1]7962136c C338 4cc2 87ff Eaf945be284112 facts
ctx:claims/beam/7962136c-c338-4cc2-87ff-eaf945be2841
- full textbeam-chunk
  text/plain1 KBdoc:beam/7962136c-c338-4cc2-87ff-eaf945be2841
  Show excerpt
  matrix.loc['Annoy 1.18.0', 'memory_usage'] = 600 matrix.loc['Hnswlib 0.9.2', 'memory_usage'] = 580 matrix.loc['Qdrant 0.8.1', 'memory_usage'] = 520 matrix.loc['Weaviate 1.14.0', 'memory_usage'] = 560 matrix.loc['Milvus 2.3.0', 'storage_siz…
[2]0e56e8f7 6bb5 47d4 Bd16 A0b896835d018 facts
ctx:claims/beam/0e56e8f7-6bb5-47d4-bd16-a0b896835d01
- full textbeam-chunk
  text/plain1 KBdoc:beam/0e56e8f7-6bb5-47d4-bd16-a0b896835d01
  Show excerpt
  matrix.loc['Faiss 1.7.3', 'search_time'] = 200 matrix.loc['Annoy 1.18.0', 'search_time'] = 250 matrix.loc['Hnswlib 0.9.2', 'search_time'] = 220 matrix.loc['Qdrant 0.8.1', 'search_time'] = 190 matrix.loc['Weaviate 1.14.0', 'search_time'] = 2…
[3]D9eadd77 5f0d 412a A4de Abb5a222e6505 facts
ctx:claims/beam/d9eadd77-5f0d-412a-a4de-abb5a222e650
- full textbeam-chunk
  text/plain1 KBdoc:beam/d9eadd77-5f0d-412a-a4de-abb5a222e650
  Show excerpt
  - **Setup and Configuration**: Can be run locally or deployed on cloud services; good documentation. - **Community Support**: Growing community and improving documentation. ### 6. **Weaviate 1.14.0** - **Programming Languages**: Supports P…
[4]617fa408 66c0 4ffc Bb73 07d89c7fc9f312 facts
ctx:claims/beam/617fa408-66c0-4ffc-bb73-07d89c7fc9f3
- full textbeam-chunk
  text/plain1 KBdoc:beam/617fa408-66c0-4ffc-bb73-07d89c7fc9f3
  Show excerpt
  - **Community Support**: Active community and good documentation. ### 2. **Faiss 1.7.3** - **Programming Languages**: Primarily C++ with bindings for Python and Java. - **Client Libraries**: Strong support through Python bindings. - **Setu…
[5]4839e02a 4d69 40e5 9fd1 D54a406592851 fact
ctx:claims/beam/4839e02a-4d69-40e5-9fd1-d54a40659285

Keep researching

Missing something or suspicious of what's here? Kick off a research session — a Claude agent will investigate, cite its sources, and file new facts into a dedicated context you can review before accepting into the shared view.