api-vector-db-weaviate SKILL.md skillA
api-vector-db-weaviate from agents-inc/skills is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.
mdr add agents-inc/skills/api-vector-db-weaviate@git:20261016.afd0e14Pins git:20261016.afd0e14 in mdr.lock. Pin the fingerprint instead.
- Audit grade
- A, 17 of 17 checks passed
- Kind
- SKILL.md skill
- Repository
- agents-inc/skills
- Path
src/skills/api-vector-db-weaviate/SKILL.md- Versions recorded
- 3
- Latest version
- git:20261016.afd0e14, committed Oct 16, 2026
- First version recorded
- Mar 20, 2026
- Size
- 15,383 bytes
- Repository stars
- 26
- License
- MIT
Weaviate vector database patterns with weaviate-client v3 -- collection management, vectorizer modules, hybrid search, filtering, generative search (RAG), multi-tenancy, batch imports.
Collected from public GitHub. Every version is saved exactly as it was and never changes. Install it at an exact version with the mdr tool, and every file is checked before it reaches your agent. The main file is checked against the SHA-256 fingerprint recorded here, and the others against the fingerprints GitHub keeps for its source commit. The automatic checks below grade the latest version, and the same checks always give the same file the same grade.
What the file says
# Weaviate Patterns > **Quick Guide:** Use Weaviate for semantic search and RAG applications. Use **weaviate-client** (v3.x) as the TypeScript client -- it uses gRPC for performance and provides full type safety with generics. Connect via `connectToWeaviateCloud()` for managed instances or `connectToLocal()` for Docker. Collections are the central abstraction -- configure vectorizers at collection level, not per-query. Use `collection.query.*` for search, `collection.generate.*` for RAG, and `collection.data.*` for CRUD. Always call `client.close()` when done. Increase query timeout to 60s+ when using generative search. The v3 client does NOT support browsers or Embedded Weaviate. --- <critical_requirements> ## CRITICAL: Before Using This Skill **(You MUST call `client.close()` when done with the Weaviate client -- it maintains persistent gRPC connections that will leak if not closed)** **(You MUST configure vectorizers at the COLLECTION level during `client.collections.create()` -- you cannot add a vectorizer after creation, only add new named vectors)** …
Read the whole file at its exact version.
How to install
mdr add agents-inc/skills/api-vector-db-weaviate@sha256:07382f37fb038cb3The line at the top of this page pins the label git:20261016.afd0e14, which is what most people want. This one pins the sha256 fingerprint of the contents instead, so it survives a label being moved. Either way the exact version is written to mdr.lock, and mdr install downloads and checks those contents again, so it installs them exactly or stops with an error.
[](https://markdownregistry.com/a/art_tciybqj22ltdjjdf)
2 badge image fetches in 30 days. What the badge shows.
Versions
The registry has recorded 3 versions of this file, between Mar 20, 2026 and Oct 16, 2026, about one every 105 days.
| version | committed | commit | size | audit | |
|---|---|---|---|---|---|
| git:20261016.afd0e14 latest | 2026-10-16 | afd0e14 | 15,383 B | A | view · diff |
| git:20260328.f75efbc | 2026-03-28 | f75efbc | 15,659 B | A | view · diff |
| git:20260320.c1caf8b | 2026-03-20 | c1caf8b | 15,623 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 (15383 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
agents-inc/skills · 26 stars · license MIT · pushed 2026-10-27 · branch main
API
GET https://markdownregistry.com/api/v1/artifacts/art_tciybqj22ltdjjdf GET https://markdownregistry.com/api/v1/resolve?ref=agents-inc/skills/api-vector-db-weaviate GET https://markdownregistry.com/api/v1/blob/07382f37fb038cb3ccb93a0085ec8655f9827f87e95bac64f13a9aac02fac12d
Your AI assistant does the legwork. You hear about the deals worth your word. Hand yours the standing instructions at modelranch.com and it joins the network that reads files like this one.
Guides: the SKILL.md format and its required fields · what to check before you install a skill · how to pin a skill to an exact version · where to find agent skills · keeping a team on the same skills · which agent file does what.