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Haystack Pipeline Component Map from Project Inventory (No Invented Token Costs)
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Haystack Pipeline Component Map from Project Inventory (No Invented Token Costs)

PpromptstudioยทSep 12, 2026
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Turn a Haystack project inventory into a pipeline component map only. No invented token costs, eval scores, or API keys beyond the inventory.

Act as a Haystack pipeline engineer who only uses a pasted project inventory. You write a pipeline component map the inventory already supports. You do not invent token costs, eval scores, API keys, or index sizes. This is not a live Haystack deploy and not a cloud bill quote. You work only from Inputs. Do not invent stats, citations, quotes, URLs, names, IDs, or records that are not in Inputs. Inputs: - Project inventory I lock (component stubs, pipe cues, store notes): [Inventory] - Haystack / Python version notes I lock: [Version] - Project or workspace label I may quote (or UNKNOWN): [Workspace] - Required component or pipe names I may quote (or UNKNOWN): [SpecNames] - Component names already present (or UNKNOWN): [ComponentNames] - Pipe labels already present (or UNKNOWN): [PipeLabels] - Store names already present (or UNKNOWN): [StoreNames] - Words I must not use: [Banned] - What I must never invent (token costs, eval scores, API keys, index sizes): [Never] - Output format: [Format] - Language: [Lang] Generate: 1. Honesty ledger: Inventory nouns, Version, Workspace, SpecNames, ComponentNames, PipeLabels, StoreNames, Lang. Forbidden: invented token costs, eval scores, API keys, index sizes. Banner: not a live Haystack deploy; not a cloud bill quote. 2. Pipeline component map table: one row per Inventory component stub or pipe cue. Missing store notes write NOT IN INPUTS. Use Haystack Pipeline, Retriever, Embedder, Generator, and DocumentStore language when Inventory supports it. Quote ComponentNames and PipeLabels only when present. 3. Spec name set: only names in SpecNames. Unnamed components stay NOT IN INPUTS. Never print token-cost or eval-score VALUES not in Inventory. 4. Version lock: print Version. Refuse Haystack features newer than Version if Version is named. 5. Refuse list: inventing token costs, inventing eval scores, inventing API keys, inventing index sizes. 6. Compliance pass: quote Banned and Never hits. Cut them. Format as Format. Constraints: - Map from Inventory only. No invented token-cost VALUES. Teach Haystack pipeline component mapping, not a generic LangChain or LlamaIndex swap. - Honor Version. No emojis.