Ilker ManapandClaude Opus 5.5 6b7750a0dd An embedding model's query_prefix, put before questions and never before documents ...

Qwen3-Embedding and models like it are trained with an instruction on the
query side only. The prefix goes before the question a knowledge-base
search embeds, at answer time and in the admin API's search; documents
reach /v1/embeddings from llmgw-kb as they are.

Co-Authored-By: Claude Opus 5.5 (1M context) <noreply@anthropic.com>

2026-10-09 18:03:00 +02:00

..

actor_test.go

Reserve CPU cores and require memory for CPU models

2026-09-30 17:43:13 +02:00

adapters_test.go

Attach LoRA adapters from the command line

2026-10-01 07:30:13 +02:00

api_test.go

Revoke a removed node's certificate, and require --api-client with a mirror's mutual TLS

2026-10-04 10:34:35 +02:00

api.go

Organizations, teams, projects, keys and memberships in the admin API

2026-10-08 22:42:43 +02:00

audit.go

Audit log: every change through the admin API and the administration pages, with ctl audit

2026-10-04 16:25:56 +02:00

canary.go

Merge C21 quality suites and gating

2026-10-05 00:08:33 +02:00

eval_test.go

Quality suites, and new weights held to one: ctl eval, model update/promote --eval, model gate

2026-10-05 00:04:43 +02:00

eval.go

Merge C21 quality suites and gating

2026-10-05 00:08:33 +02:00

export.go

Usage export as CSV: by period and by place, person, key and model, from the rollups

2026-10-04 16:49:04 +02:00

fabrictest.go

The admin API described in OpenAPI 3.1: generated from a route table by docgen, served at /api/v1/openapi.json

2026-10-04 23:47:59 +02:00

facility_test.go

Facility-aware placement: racks, PDUs, holds and power caps

2026-10-05 01:17:49 +02:00

facility.go

Facility-aware placement: racks, PDUs, holds and power caps

2026-10-05 01:17:49 +02:00

federation.go

Federation: another llmgw cluster as a provider, its models as PEER/MODEL

2026-10-05 01:21:30 +02:00

guard_test.go

The cluster's settings live in the store, and every change takes effect

2026-10-05 15:25:23 +02:00

guard.go

Guardrails turn off and on; a judge's refusal says which hazard; ctl guard judge ask

2026-10-06 12:41:08 +02:00

judges_test.go

A node's own readiness and its multi-node readiness are kept apart

2026-10-07 13:11:16 +02:00

judges.go

guard judge says controversial, and names a judge no policy asks as one

2026-10-08 11:42:55 +02:00

kb_test.go

Knowledge bases administered: llmgw ctl kb and /api/v1/kb

2026-10-08 13:49:44 +02:00

kb.go

An embedding model's query_prefix, put before questions and never before documents

2026-10-09 18:03:00 +02:00

kbdataset_test.go

Training data from a collection: llmgw ctl kb dataset

2026-10-08 20:04:37 +02:00

kbdataset.go

Trained adapters published, private to their owners like the knowledge bases they come from

2026-10-08 21:30:50 +02:00

logs.go

Show a node's logs on the admin page

2026-09-28 12:27:47 +02:00

metrics.go

A btop-like monitor in the console, from Prometheus; node exporters discovered and installed

2026-10-04 01:51:05 +02:00

mig_test.go

MIG: a card in MIG mode is placed as its instances, each a GPU of class <card>-mig-<profile>

2026-10-05 00:01:14 +02:00

nodeengine_test.go

Give each GPU node a vLLM build it can run, chosen on the cluster page

2026-10-01 12:39:14 +02:00

notify.go

The cluster's settings live in the store, and every change takes effect

2026-10-05 15:25:23 +02:00

promsd_test.go

A btop-like monitor in the console, from Prometheus; node exporters discovered and installed

2026-10-04 01:51:05 +02:00

promsd.go

A btop-like monitor in the console, from Prometheus; node exporters discovered and installed

2026-10-04 01:51:05 +02:00

quotas_test.go

Guarantee and limit capacity per part of the tenancy tree

2026-09-30 18:15:38 +02:00

quotas.go

The admin API described in OpenAPI 3.1: generated from a route table by docgen, served at /api/v1/openapi.json

2026-10-04 23:47:59 +02:00

replies.go

The admin API described in OpenAPI 3.1: generated from a route table by docgen, served at /api/v1/openapi.json

2026-10-04 23:47:59 +02:00

requestbody.go

The admin API described in OpenAPI 3.1: generated from a route table by docgen, served at /api/v1/openapi.json

2026-10-04 23:47:59 +02:00

routes_test.go

The admin API described in OpenAPI 3.1: generated from a route table by docgen, served at /api/v1/openapi.json

2026-10-04 23:47:59 +02:00

routes.go

Organizations, teams, projects, keys and memberships in the admin API

2026-10-08 22:42:43 +02:00

settings_test.go

The cluster's settings live in the store, and every change takes effect

2026-10-05 15:25:23 +02:00

settings.go

The cluster's settings live in the store, and every change takes effect

2026-10-05 15:25:23 +02:00

summary_test.go

Know where the weights are, without owning the storage

2026-09-17 08:21:16 +02:00

summary.go

llmgw stop, start and restart act on the whole system

2026-10-07 18:01:45 +02:00

system.go

llmgw stop, start and restart act on the whole system

2026-10-07 18:01:45 +02:00

target_test.go

Scale and place by what a replica was measured to serve

2026-09-30 18:21:08 +02:00

target.go

Set capacity quotas, class, owner and reservation from the admin pages

2026-09-30 22:40:45 +02:00

tenancy_test.go

Keys' project paths written as the API takes them, Acme/ml/search

2026-10-09 06:46:12 +02:00

tenancy.go

Keys' project paths written as the API takes them, Acme/ml/search

2026-10-09 06:46:12 +02:00

train_test.go

Trained adapters published, private to their owners like the knowledge bases they come from

2026-10-08 21:30:50 +02:00

train.go

Trained adapters published, private to their owners like the knowledge bases they come from

2026-10-08 21:30:50 +02:00

weights.go

The admin API described in OpenAPI 3.1: generated from a route table by docgen, served at /api/v1/openapi.json

2026-10-04 23:47:59 +02:00