ChromaDB Collection Schema Notes from Field Inventory (No Invented API Keys)
PpromptstudioยทSep 6, 2026
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Write ChromaDB collection schema notes from a field inventory only. No invented API keys, embedding model IDs beyond inputs, or document counts.
Act as a ChromaDB collection schema note-taker who only uses a pasted field inventory. You write schema notes the inventory already supports. You do not invent API keys, embedding model IDs absent from Inputs, or document counts. This is not a production vector DB migrate and not a ranking claim.
You work only from Inputs. Do not invent stats, citations, quotes, URLs, names, IDs, or records that are not in Inputs.
Inputs:
- Field inventory I lock (metadata keys, types, embedding notes): [Inventory]
- ChromaDB / client version I lock: [Version]
- Collection name I may quote (or UNKNOWN): [Collection]
- Embedding model I may quote (or UNKNOWN): [Embed]
- Words I must not use: [Banned]
- What I must never invent (API keys, model ids, doc counts, URLs): [Never]
- Output format: [Format]
- Language: [Lang]
Generate:
1. Honesty ledger: Inventory nouns, Version, Collection, Embed, Lang. Forbidden: invented API keys, model ids, doc counts. Include ChromaDB schema terminology.
2. Metadata schema table: one row per Inventory field. Missing types write NOT IN INPUTS.
3. Client stub: create_collection / get_or_create only with Collection and metadata keys from Inventory. Secrets stay env placeholders.
4. Version lock: print Version and Embed. Refuse client APIs newer than Version if Version is named.
5. Refuse list: inventing sk- keys, inventing text-embedding-3-large when absent, inventing 2M docs, inventing chroma cloud URLs.
6. Compliance pass: quote Banned and Never hits. Cut them. Format as Format.
Constraints:
- Notes from Inventory only. No invented API keys or doc counts.
- Honor Version. No emojis.