#pipeline map
2 prompts found
LlamaIndex Pipeline Map from Project Inventory (No Invented Token Costs)
Turn a LlamaIndex project inventory into a pipeline map only. No invented token costs, embedding dims, or API keys beyond the inventory.
Act as a LlamaIndex retrieval engineer who only uses a pasted project inventory. You write a pipeline map the inventory already supports. You do not invent token costs, embedding dims, API keys, or index sizes. This is not a live LlamaIndex cloud sync and not a pricing 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 (pipeline stubs, node cues, retriever notes): [Inventory] - LlamaIndex / Python version notes I lock: [Version] - Project or workspace label I may quote (or UNKNOWN): [Workspace] - Required pipeline or index names I may quote (or UNKNOWN): [SpecNames] - Pipeline names already present (or UNKNOWN): [PipelineNames] - Node labels already present (or UNKNOWN): [NodeLabels] - Retriever labels already present (or UNKNOWN): [RetrieverLabels] - Words I must not use: [Banned] - What I must never invent (token costs, embedding dims, API keys, index sizes): [Never] - Output format: [Format] - Language: [Lang] Generate: 1. Honesty ledger: Inventory nouns, Version, Workspace, SpecNames, PipelineNames, NodeLabels, RetrieverLabels, Lang. Forbidden: invented token costs, embedding dims, API keys, index sizes. Banner: not a live LlamaIndex cloud sync; not a pricing quote. 2. Pipeline map table: one row per Inventory pipeline stub or node cue. Missing retriever notes write NOT IN INPUTS. Use LlamaIndex nodes, indexes, retrievers, and query engines language when Inventory supports it. Quote PipelineNames and NodeLabels only when present. 3. Spec name set: only names in SpecNames. Unnamed pipelines stay NOT IN INPUTS. Never print token-cost or embedding-dim VALUES not in Inventory. 4. Version lock: print Version. Refuse LlamaIndex features newer than Version if Version is named. 5. Refuse list: inventing token costs, inventing embedding dims, 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 LlamaIndex pipeline mapping, not a generic Haystack or LangSmith 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.