hev/layer

記録された最新のソース活動: 2026年9月28日 15:12

SkillsMP カタログ更新: 2026年11月5日 19:57

収集済み skills: 3

GitHub スター: 3
GitHub フォーク: 0

AI アシスタントでインストール

このプロンプトをコピーして、使用中の AI アシスタントに送ってください。

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

リポジトリの README

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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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hev mind

@hevmind2026年10月14日 19:21 UTC

Skill公開の投稿バックエンド開発

投稿の要約 · 英語

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.

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このリポジトリの skills

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hevlayer-search-app

未分類

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…

原文の言語: 英語

2026-09-28

hevlayer-docs

未分類

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…

原文の言語: 英語

2026-09-27

hevlayer-layer-cli

未分類

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…

原文の言語: 英語

2026-09-27

収集済み skill 3 件中 3 件を表示しています。