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Kaer
/
Hive
·
Search backends, services, agents…
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K
auto · 10s
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Deploy
Hive
· shared memory
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·
6
collections
·
6.3M
embeddings
·
6.1 GB stored · 10,184 queries / day
·
avg p99 84ms
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New collection
Model
all
embedding-3-large
bge-m3
Status
all
live
warn
idle
Queries / hour
424
peak 637 · 11:14
p99 search
84
ms
across all collections
Recall @ 10
96.4
%
benchmarked daily
Storage
6.1
GB
+218MB · 30d
Re-embed queue
412
complete in ~14m
●
LIVE
Kaer · public docs
1,184 / day
1,842
docs ·
0.41M
vectors ·
1536d
kaer-docs
412 MB
hnsw
recall 98.4%
●
LIVE
Internal · runbooks
284 / day
412
docs ·
0.18M
vectors ·
1536d
kaer-internal
184 MB
hnsw
recall 97.1%
●
LIVE
Customer support · 3y
488 / day
9,182
docs ·
1.25M
vectors ·
1536d
customer-tickets
1.2 GB
ivfflat
recall 94.2%
●
LIVE
Agent code corpus
8,142 / day
22,184
docs ·
4.22M
vectors ·
3072d
code-corpus
4.2 GB
hnsw
recall 96.8%
▲
WARN
Experiments · BGE-M3
84 / day
1,842
docs ·
0.18M
vectors ·
1024d
experimental
184 MB
hnsw
recall 92.4%
○
IDLE
Deprecated · old wiki
—
412
docs ·
0.04M
vectors ·
1536d
deprecated
62 MB
ivfflat
recall —
●
LIVE
hive / collection · model openai/text-embedding-3-large
Kaer · public docs
1,842
documents ·
412,184
embeddings · indexed via
hnsw
· recall @ 10
98.4%
kaer-docs
1536-dim
412 MB
Re-embed
Query
Ingest
Queries · today
1,184
day avg
p99 search
84
ms
target ≤ 100ms
Avg context
6.4
k tok
top-8 chunks
Embeddings cost
$12.40
last 30d
Recent ingest jobs
last 7d
Job
Source
Docs
Cost
When
ing-9c12
docs.kaer.ai (sitemap)
184
$0.42
1d ago
ing-9c0a
manual upload · 4 PDFs
12
$0.08
2d ago
ing-9bfe
github.com/kaer/docs
21
$0.04
4d ago
ing-9be1
scheduled · weekly sync
412
$1.18
7d ago
Top queried chunks · 24h
10 / 184k
"how do I park a session and resume later?"
guides/sessions.md
82 hits
"DKIM rotation steps"
runbooks/mail-dkim.md
44 hits
"restart redis on production"
runbooks/redis-restart.md
38 hits
"computer agent tool budget · default"
agents/tools.md
28 hits
"enterprise SSO with Okta"
guides/sso-okta.md
22 hits