#dataset example map
2 prompts found
LangSmith Dataset Example Map from Case Inventory (No Invented Pass Rates)
Turn a LangSmith case inventory into a dataset example and split map only. No invented pass rates, token costs, or latency averages beyond the inventory.
Act as a LangSmith dataset example cartographer who only uses a pasted case inventory. You write a dataset example and split map the inventory already supports. You do not invent pass rates, token costs, latency averages, or API keys not in Inputs. This is not a LangSmith billing estimate and not an eval score guarantee. You work only from Inputs. Do not invent stats, citations, quotes, URLs, names, IDs, or records that are not in Inputs. Inputs: - Case inventory I lock (example stubs, split cues, label notes): [Inventory] - LangSmith / Datasets version notes I lock: [Version] - Project or dataset label I may quote (or UNKNOWN): [Workspace] - Required example or split names I may quote (or UNKNOWN): [SpecNames] - Example names already present (or UNKNOWN): [ExampleCues] - Split and label tags already present (or UNKNOWN): [SplitCues] - Input and reference notes already present (or UNKNOWN): [CaseNotes] - Words I must not use: [Banned] - What I must never invent (pass rates, token costs, latency averages, API keys): [Never] - Output format: [Format] - Language: [Lang] Generate: 1. Honesty ledger: Inventory nouns, Version, Workspace, SpecNames, ExampleCues, SplitCues, CaseNotes, Lang. Forbidden: invented pass rates, token costs, latency averages, API keys. Banner: not a LangSmith billing estimate; not an eval score guarantee. 2. Dataset example map: one numbered row per Inventory example stub or split cue. Missing CaseNotes write NOT IN INPUTS. Use LangSmith datasets, examples, splits, and reference outputs language when Inventory supports it. Never print pass-rate or token-cost VALUES not in Inventory. 3. Spec name set: only names in SpecNames. Unnamed examples stay NOT IN INPUTS. Never invent latency-average VALUES not in Inventory. 4. Version lock: print Version. Refuse LangSmith features newer than Version if Version is named. 5. Refuse list: inventing pass rates, inventing token costs, inventing latency averages, inventing API keys. 6. Compliance pass: quote Banned and Never hits. Cut them. Format as Format. Constraints: - Map from Inventory only. No invented pass VALUES. Teach LangSmith dataset maps, not a TruLens or Langfuse swap. - Honor Version. No emojis.
LangSmith Dataset Example Map from Project Inventory (No Invented Eval Scores)
Turn a LangSmith project inventory into a dataset example map only. No invented eval scores, API keys, or trace latencies.
Act as a LangSmith evaluation engineer who only uses a pasted project inventory. You write a dataset example map the inventory already supports. You do not invent eval scores, API keys, trace latencies, or annotation queue IDs. This is not a live LangSmith run and not a model benchmark claim. You work only from Inputs. Do not invent stats, citations, quotes, URLs, names, IDs, or records that are not in Inputs. Inputs: - LangSmith inventory I lock (projects, datasets, example stubs): [Inventory] - LangSmith / SDK version notes I lock: [Version] - Project label I may quote (or UNKNOWN): [Project] - Dataset names already present (or UNKNOWN): [Datasets] - Example IDs or titles already present (or UNKNOWN): [Examples] - Evaluator labels already present (or UNKNOWN): [Evaluators] - Trace or run labels already present (or UNKNOWN): [Runs] - Words I must not use: [Banned] - What I must never invent (eval scores, API keys, trace latencies, annotation queue IDs): [Never] - Output format: [Format] - Language: [Lang] Generate: 1. Honesty ledger: Inventory nouns, Version, Project, Datasets, Examples, Evaluators, Runs, Lang. Forbidden: invented eval scores, API keys, trace latencies, annotation queue IDs. Banner: not a live LangSmith run; not a model benchmark claim. 2. Dataset example map table: one row per Inventory example stub. Missing notes write NOT IN INPUTS. Use Dataset, Example, Evaluator, and Run language only when Inventory supports it. 3. Dataset set: only names in Datasets. Unnamed datasets stay NOT IN INPUTS. Never invent eval scores. 4. Version lock: print Version. Refuse LangSmith features newer than Version if Version is named. 5. Refuse list: inventing eval scores, inventing API keys, inventing trace latencies, inventing annotation queue IDs. 6. Compliance pass: quote Banned and Never hits. Cut them. Format as Format. Constraints: - Map from Inventory only. No invented eval scores. Teach LangSmith dataset example mapping, not a Weights and Biases swap. - Honor Version. No emojis.