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

..

admin-api.md

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

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

admin-api.openapi.json

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

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

choosing-models.md

Manage people and the tenancy tree, from the web and the CLI

2026-09-28 16:26:39 +02:00

clients.md

serve: tool calls declared, slots that hold the context, longer answers

2026-10-05 09:30:40 +02:00

console.md

Collections a part of the tree answers from when a request names none

2026-10-08 15:52:43 +02:00

data.md

Merge C18 offline bundles and the Helm chart

2026-10-05 00:15:47 +02:00

development.md

Docs: one way in — quick-install starts at the setup screens, quickstart becomes development, install.md no longer says engines are yours to install

2026-10-04 17:32:54 +02:00

fabrics.md

Measure two nodes' fabric rail by rail: llmgw ctl fabric-test

2026-09-29 21:29:23 +02:00

facility-aware-placement.md

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

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

guardrails.md

Qwen3Guard is the judge, and judges on a GPU and on CPUs are asked in turn

2026-10-08 10:22:47 +02:00

install.md

The firewall setting reaches the mirror machine and the store's members

2026-10-09 08:53:17 +02:00

knowledge.md

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

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

kubernetes.md

Offline sites and Kubernetes: llmgw bundle create, import and trust, offline.mirror, server init --bundle; a Helm chart for the control plane

2026-10-05 00:13:39 +02:00

node-onboarding.md

Add a node with one command: llmgw node add, with a terminal screen

2026-09-29 19:33:47 +02:00

onboarding.md

A forgotten password is set through a one-time link

2026-10-07 13:20:11 +02:00

quick-install.md

Qwen3Guard is the judge, and judges on a GPU and on CPUs are asked in turn

2026-10-08 10:22:47 +02:00

reference.md

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

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