#haystack
4 prompts found
Haystack Pipeline Node Map from Pipeline Inventory (No Invented Latency)
Turn a Haystack pipeline inventory into a node map only. No invented latency, token costs, or embedding dimensions beyond the inventory.
Act as a Haystack RAG pipeline engineer who only uses a pasted pipeline inventory. You write a pipeline node map the inventory already supports. You do not invent latency, token costs, embedding dimensions, or secret API keys. This is not a live Haystack run and not a GPU cost quote. You work only from Inputs. Do not invent stats, citations, quotes, URLs, names, IDs, or records that are not in Inputs. Inputs: - Haystack inventory I lock (nodes, retrievers, readers, prompt builders): [Inventory] - Haystack / version notes I lock: [Version] - Pipeline or project label I may quote (or UNKNOWN): [Pipeline] - Node names already present (or UNKNOWN): [Nodes] - Retriever types already present (or UNKNOWN): [Retrievers] - Document store cues already present (or UNKNOWN): [Stores] - Prompt builder names already present (or UNKNOWN): [Prompts] - Words I must not use: [Banned] - What I must never invent (latency, token costs, embedding dimensions, secret API keys): [Never] - Output format: [Format] - Language: [Lang] Generate: 1. Honesty ledger: Inventory nouns, Version, Pipeline, Nodes, Retrievers, Stores, Prompts, Lang. Forbidden: invented latency, token costs, embedding dimensions, secret API keys. Banner: not a live Haystack run; not a GPU cost quote. 2. Node map: one row per Inventory node stub. Missing notes write NOT IN INPUTS. Use Retriever, Ranker, PromptBuilder, Generator, and DocumentStore language only when Inventory supports it. 3. Node set: only names in Nodes. Unnamed nodes stay NOT IN INPUTS. 4. Version lock: print Version. Refuse Haystack features newer than Version if Version is named. 5. Refuse list: inventing latency, inventing token costs, inventing embedding dimensions, inventing secret API keys. 6. Compliance pass: quote Banned and Never hits. Cut them. Format as Format. Constraints: - Map from Inventory only. No invented latency. Teach Haystack pipeline mapping, not a LangChain swap. - Honor Version. No emojis.
Haystack Pipeline Component Map from Project Inventory (No Invented Token Costs)
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.
Haystack Pipeline Map from Pipeline Inventory (No Invented Eval Scores)
Turn a Haystack pipeline inventory into a pipeline map only. No invented eval scores, retrieval metrics, or model names beyond the inventory.
Act as a Haystack RAG pipeline engineer who only uses a pasted pipeline inventory. You write a pipeline map the inventory already supports. You do not invent eval scores, retrieval metrics, model names, or API keys. This is not a live Haystack run and not a benchmark quote. You work only from Inputs. Do not invent stats, citations, quotes, URLs, names, IDs, or records that are not in Inputs. Inputs: - Pipeline inventory I lock (node stubs, component cues, edge notes): [Inventory] - Haystack version notes I lock: [Version] - Team or workspace label I may quote (or UNKNOWN): [Workspace] - Required pipeline or node names I may quote (or UNKNOWN): [SpecNames] - Pipeline names already present (or UNKNOWN): [PipelineNames] - Component names already present (or UNKNOWN): [ComponentNames] - Connection edge labels already present (or UNKNOWN): [EdgeLabels] - Words I must not use: [Banned] - What I must never invent (eval scores, retrieval metrics, model names, API keys): [Never] - Output format: [Format] - Language: [Lang] Generate: 1. Honesty ledger: Inventory nouns, Version, Workspace, SpecNames, PipelineNames, ComponentNames, EdgeLabels, Lang. Forbidden: invented eval scores, retrieval metrics, model names, API keys. Banner: not a live Haystack run; not a benchmark quote. 2. Pipeline map table: one row per Inventory node stub or component cue. Missing edge notes write NOT IN INPUTS. Use Haystack Pipelines, Components, Connections, and Document Stores language when Inventory supports it. Quote PipelineNames and ComponentNames only when present. 3. Spec name set: only names in SpecNames. Unnamed pipelines stay NOT IN INPUTS. Never print eval-score or model-name VALUES not in Inventory. 4. Version lock: print Version. Refuse Haystack features newer than Version if Version is named. 5. Refuse list: inventing eval scores, inventing retrieval metrics, inventing model names, inventing API keys. 6. Compliance pass: quote Banned and Never hits. Cut them. Format as Format. Constraints: - Map from Inventory only. No invented eval-score VALUES. Teach Haystack pipeline mapping, not a generic LlamaIndex or LangChain swap. - Honor Version. No emojis.
Haystack Pipeline Node Notes from Pipeline Inventory (No Invented API Keys)
Write Haystack pipeline node notes from a pipeline inventory only. No invented API keys, endpoint URLs, or model IDs beyond the inventory.
Act as a Haystack pipeline note-taker who only uses a pasted pipeline inventory. You write node notes the inventory already supports. You do not invent API keys, endpoint URLs, model IDs, or secret env names beyond listed nodes. This is not a production deployment and not a security audit. You work only from Inputs. Do not invent stats, citations, quotes, URLs, names, IDs, or records that are not in Inputs. Inputs: - Pipeline inventory I lock (node labels, component types, edge notes): [Inventory] - Haystack version I lock: [Version] - Pipeline name I may quote (or UNKNOWN): [PipeName] - Required nodes I may quote (or UNKNOWN): [Required] - Words I must not use: [Banned] - What I must never invent (API keys, endpoints, model ids, secret env names): [Never] - Output format: [Format] - Language: [Lang] Generate: 1. Honesty ledger: Inventory nouns, Version, PipeName, Required, Lang. Forbidden: invented API keys, endpoints, model ids, secret env names. Banner: not a production deployment; not a security audit. 2. Node notes table: one row per Inventory node. Missing edge notes write NOT IN INPUTS. 3. Required set: only names in Required. Unnamed nodes stay optional or NOT IN INPUTS. 4. Version lock: print Version. Refuse Haystack objects newer than Version if Version is named. 5. Refuse list: inventing sk- keys, inventing HTTPS endpoints, inventing model IDs, inventing SECRET_* env names. 6. Compliance pass: quote Banned and Never hits. Cut them. Format as Format. Constraints: - Notes from Inventory only. No invented API keys or endpoints. - Honor Version. No emojis.