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ChromaDB Collection Schema Notes from Field Inventory (No Invented API Keys)
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ChromaDB Collection Schema Notes from Field Inventory (No Invented API Keys)

Ppromptstudio·Sep 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.