Prompt Library

AI & Machine Learning Prompts Prompts

Prompts for building AI/ML systems — RAG pipelines, model selection, prompt engineering, LLM fine-tuning, agent workflows, and responsible AI practices.

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AI & Machine Learning Prompts

Copy-ready templates with fillable placeholders.

17 prompts found

AI & Machine Learning Prompts

Featured

Claude/ChatGPT Prompt to Pick the Right ML Model for a New Problem

Pick the right ML model for a new problem fast: get a recommended model family, baseline, evaluation metrics, and da...

[problem description] [dataset size] [latency] +1

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AI & Machine Learning Prompts

Claude/ChatGPT Prompt to Design a RAG Pipeline for Your Domain

Design an end-to-end RAG pipeline: chunking, embeddings, retrieval, rerank, citation prompt, and eval metrics for a...

[domain] [corpus size] [avg doc size] +1

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AI & Machine Learning Prompts

Claude/ChatGPT Prompt to Brainstorm Features for Tabular ML Data

Brainstorm features for tabular ML data: generate 25 candidate features, each with a falsifiable hypothesis, leakage...

[columns] [target] [time horizon] +1

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AI & Machine Learning Prompts

Claude/ChatGPT Prompt to Build an LLM Chatbot Eval Rubric and Dataset

Design an evaluation harness with a scored rubric and 50 diverse test cases for an LLM chatbot, including adversaria...

[use case] [forbidden] [format] +1

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AI & Machine Learning Prompts

Claude/ChatGPT Prompt to Write a Model Card for a Production Classifier

Produce a complete, regulator-ready model card for a production classifier, with sliced metrics, limitations, and a...

[model name] [use case] [slices] +1

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AI & Machine Learning Prompts

Claude · ChatGPT · AI/ML +1

Claude Prompt to Build AI-Powered Semantic Search with Embeddings

Build semantic search with embeddings: vector database setup, embedding generation, hybrid search, re-ranking, and r...

[content type] [embedding model] [data volume] +3

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AI & Machine Learning Prompts

Claude · ChatGPT · AI/ML +1

Featured

Claude Prompt to Build an AI Chatbot with Tool Use and Memory

Build an AI chatbot with tool and function calling, conversation memory, RAG context, streaming, and multi-turn reas...

[chatbot purpose] [llm provider] [ui framework] +5

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AI & Machine Learning Prompts

Claude · ChatGPT · Testing +2

Claude Prompt to Build an LLM Evaluation Framework

Build an LLM evaluation framework: golden datasets, automated metrics, LLM-as-judge, A/B model comparison, regressio...

[evaluation purpose] [dataset size] [categories] +7

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AI & Machine Learning Prompts

Claude · ChatGPT · Architecture +2

Claude Prompt to Design a Multi-Agent AI Orchestration System

Design a multi-agent AI system: agent roles, orchestration pattern, task decomposition, shared memory, human-in-the-...

[system purpose] [agent roles] [orchestration type] +4

7 1

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AI & Machine Learning Prompts

Claude · ChatGPT · GPT-4

Featured

Claude Prompt to Design a Production RAG Pipeline Architecture

Design a production RAG pipeline: ingestion, chunking, vector storage, hybrid retrieval, and cited answer generation...

[use case] [data sources] [corpus size] +6

9 1

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AI & Machine Learning Prompts

Claude · ChatGPT · GPT-4

ChatGPT Prompt to Choose the Right Machine Learning Model

Map task type, dataset shape, latency, and team experience to ranked ML model recommendations, a baseline to start f...

[ml task type] [business problem] [dataset size] +8

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AI & Machine Learning Prompts

Claude · ChatGPT · GPT-4

Claude Prompt to Build a Production AI Agent Workflow

Build production AI agents with tool use, memory, planning, and safety guardrails using the Anthropic SDK, LangChain...

[agent purpose] [interaction mode] [available tools] +4

7 1

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AI & Machine Learning Prompts Prompts

AI & Machine Learning Prompts

Claude/ChatGPT Prompt to Pick the Right ML Model for a New Problem

Claude/ChatGPT Prompt to Design a RAG Pipeline for Your Domain

Claude/ChatGPT Prompt to Brainstorm Features for Tabular ML Data

Claude/ChatGPT Prompt to Build an LLM Chatbot Eval Rubric and Dataset

Claude/ChatGPT Prompt to Write a Model Card for a Production Classifier

Claude Prompt to Build AI-Powered Semantic Search with Embeddings

Claude Prompt to Build an AI Chatbot with Tool Use and Memory

Claude Prompt to Build an LLM Evaluation Framework

Claude Prompt to Design a Multi-Agent AI Orchestration System

Claude Prompt to Design a Production RAG Pipeline Architecture

ChatGPT Prompt to Choose the Right Machine Learning Model

Claude Prompt to Build a Production AI Agent Workflow

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