hev/layer

Dernière activité source enregistrée: 28 septembre 2026 à 15:12

Catalogue SkillsMP mis à jour: 5 novembre 2026 à 19:57

skills collectés: 3

Étoiles GitHub: 3
Forks GitHub: 0

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Follow https://skillsmp.com/skill-install/prompt.md to install Agent Skills from https://github.com/hev/layer.

README du dépôt

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# Layer gateway > Generated from `hev/layer-pro`; [report issues](https://github.com/hev/layer/issues). Edits land upstream. Layer Community Edition runs the retrieval gateway on your laptop with a local Postgres database or your existing Turbopuffer account. You'll need Docker with Compose, Git, and `curl`. The local database needs no account, API key, or license key. ## Start ```sh git clone https://github.com/hev/layer.git cd layer docker compose up -d --wait curl --fail http://localhost:8080/health ``` The gateway listens on `localhost:8080`. Compose includes a Postgres database with pgvector and `pg_search`, which the gateway uses unless `TURBOPUFFER_API_KEY` is set in your shell. Setting the key selects Turbopuffer instead, and each request then needs `-H "Authorization: Bearer $TURBOPUFFER_API_KEY"`. The Compose file runs the latest release; set `GATEWAY_IMAGE=hevlayer/layer-gateway:edge` only to opt into the development build. See the [CE quickstart](https://hevlayer.com/docs/ce/quickstart) for both backends. ## Write The first write creates the namespace. ```sh curl --fail-with-body http://localhost:8080/v2/namespaces/products \ -H 'Content-Type: application/json' \ -d '{ "distance_metric": "cosine_distance", "schema": {"title": {"type": "string", "full_text_search": true}}, "upsert_rows": [ {"id": "earbuds", "title": "wireless earbuds", "vector": [1, 0, 0]}, {"id": "speaker", "title": "portable speaker", "vector": [0, 1, 0]} ] }' ``` ## Query ```sh curl --fail-with-body http://localhost:8080/v2/namespaces/products/query \ -H 'Content-Type: application/json' \ -d '{"rank_by": ["vector", "ANN", [1, 0, 0]], "top_k": 1, "include_attributes": true}' ``` The first row has `id: "earbuds"` and `$dist: 0`. ## Stop ```sh docker compose down ``` [CE docs](https://hevlayer.com/docs/ce) · [Telemetry](docs/telemetry.md) · [Business Source License 1.1](LICENSE) · [Trademarks](TRADEMARKS.md)

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Publications

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hev mind

@hevmind14 oct. 2026 19:21 UTC

Annonce d’un SkillDévelopper des services backend

Résumé de la publication · anglais

Layer's agent skills hevlayer-search-app, hevlayer-docs and hevlayer-layer-cli are plain SKILL.md files Claude Code loads from a clone, covering local search apps, doc queries and CLI operations.

Publication originale

Skills dans ce dépôt

classification en attente

skill

métier

description

mis à jour

hevlayer-search-app

non classé

Build a working search application on hev layer, locally, with no account and no API key. Use when the user wants search over a corpus — a Hugging Face dataset, their own documents, a product catalog — and needs the schema designed, the source connected, the…

Langue du texte source : anglais

2026-09-28

hevlayer-docs

non classé

Query the hev layer docs from the command line. Use when the user asks about Layer — the turbopuffer gateway, stable reads, the stable watermark, the document cache, warm jobs, scans (filter, full-text, and radius), snapshots, pipelines, UDFs, the…

Langue du texte source : anglais

2026-09-27

hevlayer-layer-cli

non classé

Operate hev layer with the layer CLI. Use when the user asks an agent to inspect Layer environments, query docs through layer ask, list or get indexes, pipelines, warehouses, or UDFs, open the operations TUI, delete indexes, install Layer on AWS, or run…

Langue du texte source : anglais

2026-09-27

Affichage de 3 skills collectés sur 3.