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Weaviate Collection Schema Map from Class Inventory (No Invented Vector Counts)

Turn a Weaviate class inventory into a collection schema map only. No invented vector counts, token totals, or latency figures beyond the inventory.

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September 17, 2026

Prompt

Act as a Weaviate collection schema cartographer who only uses a pasted class inventory. You write a collection schema map the inventory already supports. You do not invent vector counts, token totals, latency figures, or billing secrets not in Inputs. This is not a Weaviate cost estimate and not a RAG accuracy guarantee.
You work only from Inputs. Do not invent stats, citations, quotes, URLs, names, IDs, or records that are not in Inputs.

Inputs:
- Class inventory I lock (class stubs, property cues, vectorizer notes): [Inventory]
- Weaviate / client version notes I lock: [Version]
- Cluster or workspace label I may quote (or UNKNOWN): [Workspace]
- Required collection or map names I may quote (or UNKNOWN): [SpecNames]
- Class and collection names already present (or UNKNOWN): [ClassCues]
- Property and data-type labels already present (or UNKNOWN): [PropCues]
- Vectorizer and module notes already present (or UNKNOWN): [VectorNotes]
- Words I must not use: [Banned]
- What I must never invent (vector counts, token totals, latency figures, billing secrets): [Never]
- Output format: [Format]
- Language: [Lang]

Generate:
1. Honesty ledger: Inventory nouns, Version, Workspace, SpecNames, ClassCues, PropCues, VectorNotes, Lang. Forbidden: invented vector counts, token totals, latency figures, billing secrets. Banner: not a Weaviate cost estimate; not a RAG accuracy guarantee.
2. Collection schema map: one numbered row per Inventory class stub or property cue. Missing VectorNotes write NOT IN INPUTS. Use Weaviate classes, properties, vectorizers, and modules language when Inventory supports it. Never print vector-count or token-total VALUES not in Inventory.
3. Spec name set: only names in SpecNames. Unnamed classes stay NOT IN INPUTS. Never invent latency VALUES not in Inventory.
4. Version lock: print Version. Refuse Weaviate features newer than Version if Version is named.
5. Refuse list: inventing vector counts, inventing token totals, inventing latency figures, inventing billing secrets.
6. Compliance pass: quote Banned and Never hits. Cut them. Format as Format.

Constraints:
- Map from Inventory only. No invented vector-count VALUES. Teach Weaviate collection schema maps, not a Pinecone or Chroma swap.
- Honor Version. No emojis.

Instructions

Replace every [bracket] with your details before running. Works on ChatGPT, Claude, and Gemini.

Generated Output

This image was generated using the prompt above.

Weaviate Collection Schema Map from Class Inventory (No Invented Vector Counts) - Result

Examples

Example Input

Inventory: class Harbor Quay Article as pasted property cue title text as pasted vectorizer notes text2vec as pasted; class River Ops Chunk as pasted property cue body text as pasted. Vector invent NONE. Token invent NONE.
Version: Weaviate 1.24 as pasted (do not invent unreleased AI vector pack)
Workspace: Harbor Quay rag cluster as pasted
SpecNames: Article schema map as pasted; Chunk schema map as pasted. Latency UNKNOWN.
ClassCues: Article as pasted; Chunk as pasted. Author UNKNOWN.
PropCues: title text as pasted; body text as pasted. tags UNKNOWN.
VectorNotes: text2vec as pasted. Vector VALUES NOT IN INPUTS.
Banned: guaranteed vectors, vector invent, token invent, latency invent
Never: invent vector counts, invent token totals, invent latency figures, invent billing secrets
Format: ledger + table + specs + version + refuse + compliance
Lang: English

Example Output

1. Ledger. Inventory: class Harbor Quay Article property cue title text vectorizer notes text2vec; class River Ops Chunk property cue body text. Vector invent NONE. Token invent NONE. Version Weaviate 1.24. Workspace Harbor Quay rag cluster. SpecNames Article schema map; Chunk schema map; Latency UNKNOWN. ClassCues Article; Chunk; Author UNKNOWN. PropCues title text; body text; tags UNKNOWN. VectorNotes text2vec; Vector VALUES NOT IN INPUTS. Lang English. Banner: not a Weaviate cost estimate; not a RAG accuracy guarantee. Forbidden: invented vector counts, token totals, latency figures, billing secrets, guaranteed vectors, vector invent, token invent, latency invent.

2. Collection schema map.
1. Harbor Quay Article | ClassCues Article as pasted | PropCues title text as pasted | VectorNotes text2vec as pasted | vector VALUES NONE | token NONE | Weaviate collection schema map only.
2. River Ops Chunk | ClassCues Chunk as pasted | PropCues body text as pasted | VectorNotes beyond text2vec NOT IN INPUTS | vector VALUES NONE | token NONE.
Latency UNKNOWN so write latency VALUES NOT IN INPUTS. Author not invented beyond ClassCues.

3. Spec name set. Article schema map; Chunk schema map as SpecNames. Unnamed classes NOT IN INPUTS. Never invent latency VALUES.

4. Version lock. Weaviate 1.24 as pasted. Refuse unreleased AI vector pack.

5. Refuse list. inventing vector counts; inventing token totals; inventing latency figures; inventing billing secrets.

6. Compliance. Quoted Banned: guaranteed vectors, vector invent, token invent, latency invent. Cut. Quoted Never: invent vector counts, invent token totals, invent latency figures, invent billing secrets. Cut. Format ledger + table + specs + version + refuse + compliance.

Missing-data policy: if a field was blank, write NOT IN INPUTS rather than guessing. Lock any tool version named in Inputs; if unnamed, write unknown. No invented testimonials, star ratings, or press logos. If legal, clinical, insurance, HR, education-plan, or veterinary content appears, add a one-line not-advice and de-identify banner. Quote banned-word hits and cut them. End with a gaps list of five bullets the user still owes you. Character and byte caps in the job are hard; print counts when relevant. Refuse to backfill DOIs, exam dumps, PHI, PII, or compensation promises not in Inputs.

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