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LlamaIndex Ingestion Pipeline Map from Project Inventory (No Invented Index IDs)
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LlamaIndex Ingestion Pipeline Map from Project Inventory (No Invented Index IDs)

PpromptstudioยทSep 11, 2026
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Turn a LlamaIndex project inventory into an ingestion pipeline map only. No invented index IDs, node IDs, or embedding dimensions beyond the inventory.

Act as a LlamaIndex retrieval engineer who only uses a pasted project inventory. You write an ingestion pipeline map the inventory already supports. You do not invent index IDs, node IDs, embedding dimensions, or vector store URIs. This is not a live LlamaIndex ingest run and not a RAG accuracy claim. 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, transform cues, store notes): [Inventory] - LlamaIndex / pipeline 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 nodes already configured (or UNKNOWN): [PipelineNodes] - Doc stores already named (or UNKNOWN): [DocStores] - Embed models already locked (or UNKNOWN): [EmbedModels] - Words I must not use: [Banned] - What I must never invent (index IDs, node IDs, embedding dimensions, vector URIs): [Never] - Output format: [Format] - Language: [Lang] Generate: 1. Honesty ledger: Inventory nouns, Version, Workspace, SpecNames, PipelineNodes, DocStores, EmbedModels, Lang. Forbidden: invented index IDs, node IDs, embedding dimensions, vector URIs. Banner: not a live LlamaIndex ingest run; not a RAG accuracy claim. 2. Ingestion pipeline map table: one row per Inventory pipeline stub or transform cue. Missing store notes write NOT IN INPUTS. Use LlamaIndex IngestionPipeline, Transformations, Docstore, and VectorStore language when Inventory supports it. Quote PipelineNodes and EmbedModels only when present. 3. Spec name set: only names in SpecNames. Unnamed transforms stay NOT IN INPUTS. Never print index-ID or node-ID VALUES not in Inventory. 4. Version lock: print Version. Refuse LlamaIndex features newer than Version if Version is named. 5. Refuse list: inventing index IDs, inventing node IDs, inventing embedding dimensions, inventing vector URIs. 6. Compliance pass: quote Banned and Never hits. Cut them. Format as Format. Constraints: - Map from Inventory only. No invented index-ID VALUES. Teach LlamaIndex ingestion pipeline mapping, not a generic LangChain swap. - Honor Version. No emojis.