laravel-vector-search skillA
laravel-vector-search is agent-read markdown (skill) from fusengine/agents: Use when implementing semantic/vector search in Laravel 13 with PostgreSQL + pgvector..
Indexed from public GitHub and served as immutable, content-addressed versions. Install it pinned to an exact SHA-256 with the mdr CLI, and every file is verified against the hash recorded here before it reaches your agent. The deterministic audit below grades the latest version, and the same file always earns the same grade.
What the file says
<objective> Covers Laravel 13 vector/semantic search on PostgreSQL with the pgvector extension: enabling the extension via Schema::ensureVectorExtensionExists(), the vector column type and HNSW/IVFFlat indexing, the embedding generation and persistence workflow, and the query builder's vector methods (whereVectorSimilarTo, selectVectorDistance, whereVectorDistanceLessThan, orderByVectorDistance). PostgreSQL-only — no MySQL/SQLite fallback. For full-text/keyword search, see laravel-scout instead (the two can be combined for hybrid search). </objective> # Laravel 13 Vector Search (pgvector) ## Agent Workflow (MANDATORY) Before ANY implementation, spawn 3 agents in parallel, one `Agent` call each with a `name`: 1. **fuse-ai-pilot:explore-codebase** - Check current DB driver (must be PostgreSQL) and existing embedding columns 2. **fuse-ai-pilot:research-expert** - Verify pgvector extension version and HNSW vs IVFFlat tradeoffs 3. **mcp__context7__query-docs** - Pull `laravel.com/docs/13.x/search` + `queries` examples After implementation, run **fuse-ai-pilot:sniper** for validation. --- ## Overview | Feature | Description | |---------|-------------| …
Read the whole file at its exact version.
How to install
mdr add fusengine/agents/laravel-vector-search@git:20260904.5f1d30fmdr add fusengine/agents/laravel-vector-search@sha256:2125a8a8142cbacaPin to a label to follow the author's releases, or to a sha256 to freeze the exact bytes forever. Either way the resolved hash is written to mdr.lock, and mdr install reproduces it on any machine.
[](https://markdownregistry.com/a/art_57dwqwjhvphskmqa)
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Versions
| version | committed | commit | size | audit | |
|---|---|---|---|---|---|
| git:20260904.5f1d30f latest | 2026-09-04 | 5f1d30f | 5,245 B | A | view · diff |
| git:20260729.3b91eed | 2026-07-29 | 3b91eed | 5,216 B | A | view · diff |
| git:20260512.dc627c5 | 2026-05-12 | dc627c5 | 4,788 B | A | view |
Audit of the latest version
- pass: Frontmatter block present
- pass: Frontmatter declares a name
- pass: Frontmatter declares a description
- pass: Size between 200 bytes and 200 KB (5245 bytes)
- pass: No zero-width or bidi control characters
- pass: No instruction hidden inside an HTML comment
- pass: No link to an exfiltration or paste host
- pass: No credential-shaped string
- pass: No instruction to send local credentials anywhere
- pass: No text hidden with inline styles
- pass: No prompt-injection phrasing
- pass: No curl or wget piped into a shell
- pass: No recursive delete of root, home or parent
- pass: No instruction to read or print local credentials
- pass: No base64 blob over 200 characters
- pass: No link to a raw IP address
- pass: No script tag
Source
fusengine/agents · 28 stars · license MIT · pushed 2026-09-24 · branch main
API
GET https://markdownregistry.com/api/v1/artifacts/art_57dwqwjhvphskmqa GET https://markdownregistry.com/api/v1/resolve?ref=fusengine/agents/laravel-vector-search GET https://markdownregistry.com/api/v1/blob/2125a8a8142cbacaf194b428d3370763c5c6c495d48ea2bfb750f0706f04de73
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