hev/layer

Letzte erfasste Quellaktivität: 28. September 2026 um 15:12

SkillsMP-Katalog aktualisiert: 5. November 2026 um 19:57

gesammelte Skills: 3

GitHub-Stars: 3
GitHub-Forks: 0

Mit einem KI-Assistenten installieren

Diesen Prompt kopieren und in den verwendeten KI-Assistenten einfügen.

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

README des Repositorys

README-Quelldatei: README.md

README-Quelldatei lesen

Vollständige README anzeigen

# 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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Beiträge

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hev mind

@hevmind14. Okt. 2026 19:21 UTC

Beitrag zu einem Skill-ReleaseBackend-Dienste entwickeln

Beitragszusammenfassung · Englisch

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.

Originalbeitrag

Skills in diesem Repository

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Aktualisiert

hevlayer-search-app

nicht klassifiziert

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…

Quellsprache: Englisch

2026-09-28

hevlayer-docs

nicht klassifiziert

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…

Quellsprache: Englisch

2026-09-27

hevlayer-layer-cli

nicht klassifiziert

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…

Quellsprache: Englisch

2026-09-27

Es werden 3 von 3 gesammelten Skills angezeigt.