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More meaningful scores for dense retrieval
topic:document_store
topic:predictions
format of predictions, score, probability ...
topic:retriever
type:feature
New feature or request
#2439
by tstadel
was closed May 2, 2022
load_schema()
is not thread-safe
P3
#3799
by tstadel
was closed Dec 18, 2023
1 task done
Support custom metrics in Low priority, leave it in the backlog
topic:accuracy
topic:eval
topic:pipeline
type:feature
New feature or request
wontfix
This will not be worked on
EvaluationResult.calculate_metrics()
P3
#2009
by tstadel
was closed Feb 26, 2024
Write deployment guide
P3
Low priority, leave it in the backlog
topic:installation
type:documentation
Improvements on the docs
#2206
by tstadel
was closed Dec 6, 2023
2 tasks
Support rapidfuzz>=2.8.0
1.x
breaking change
Contributions wanted!
Looking for external contributions
topic:dependencies
topic:eval
type:refactor
Not necessarily visible to the users
#3202
by tstadel
was closed Dec 13, 2023
FAISS in OpenSearch: Support HNSW for cosine
topic:document_store
topic:opensearch
type:feature
New feature or request
#2913
by tstadel
was closed Sep 23, 2022
3 tasks
PR stuck after approval and automated "Update Documentation & Code Style" commit
type:bug
Something isn't working
#2841
by tstadel
was closed Jul 26, 2022
Despite
return_embedding=False
SearchEngineDocumentStore.query
retrieves embedding_field
topic:document_store
topic:elasticsearch
topic:opensearch
topic:speed
type:enhancement
#3661
by tstadel
was closed Jan 9, 2023
1 task done
Execute dense searches in parallel in OpenSearchDocumentStore when in batch mode
topic:elasticsearch
topic:opensearch
topic:speed
type:feature
New feature or request
#3647
by tstadel
was closed Dec 8, 2022
EvalationResult.calculate_metrics() returns Something isn't working
numpy.float32
instead of float
as metric value for SAS
topic:eval
type:bug
#3590
by tstadel
was closed Nov 22, 2022
1 task done
Elasticsearch / OpenSearch brownfield function does not incorporate meta
topic:document_store
topic:elasticsearch
topic:opensearch
type:bug
Something isn't working
#3571
by tstadel
was closed Nov 15, 2022
1 task done
Readers break on empty documents
topic:reader
type:bug
Something isn't working
#3556
by tstadel
was closed Jan 3, 2023
1 task done
create_index=False
prevents OpenSearchDocumentStore
from using fast ANN
#3538
by tstadel
was closed Dec 27, 2022
1 task done
OpenSearchDocumentStore
script score query with filters is invalid
topic:document_store
topic:opensearch
type:bug
#3320
by tstadel
was closed Oct 6, 2022
1 task done
Guide/documentation about using machine-readable logs
type:documentation
Improvements on the docs
#3005
by tstadel
was closed Dec 6, 2023
MultiLabel
should not change the order of passed in labels
Contributions wanted!
#2953
by tstadel
was closed Aug 9, 2022
Make Looking for external contributions
good first issue
Good for newcomers
topic:eval
type:feature
New feature or request
MultiLabel
ids consistent across python interpreters
breaking change
Contributions wanted!
#2955
by tstadel
was closed Aug 10, 2022
Introduce basic latency/performance events for node runs
topic:pipeline
topic:speed
type:documentation
Improvements on the docs
type:feature
New feature or request
#3003
by tstadel
was closed Mar 12, 2024
Add target persona meta information to logs
type:documentation
Improvements on the docs
type:feature
New feature or request
#3004
by tstadel
was closed Mar 12, 2024
Improve Looking for external contributions
P3
Low priority, leave it in the backlog
topic:eval
topic:rest_api
type:refactor
Not necessarily visible to the users
MultiLabel
serialization
Contributions wanted!
#3038
by tstadel
was closed Dec 13, 2022
FAISS in OpenSearch: Support Product Quantization
P2
Medium priority, add to the next sprint if no P1 available
topic:document_store
topic:opensearch
type:feature
New feature or request
#2914
by tstadel
was closed Dec 15, 2022
3 tasks
FAISS in OpenSearch: Support IVF
P2
Medium priority, add to the next sprint if no P1 available
topic:document_store
topic:opensearch
type:feature
New feature or request
#2915
by tstadel
was closed Feb 17, 2023
4 tasks
Improve no_answer values when Low priority, leave it in the backlog
topic:predictions
format of predictions, score, probability ...
topic:reader
type:feature
New feature or request
wontfix
This will not be worked on
use_confidence_scores=True
in FARMReader
P3
#2916
by tstadel
was closed Feb 26, 2024
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ProTip!
Adding no:label will show everything without a label.