Multi-step prompt sequences for complex AI workflows.
34 tools found
Promptfoo example workflow for SQL validation that requires node-sql-parser integration and OpenAI API key configuration.
A Promptfoo example evaluating tool/function calling across OpenAI, Anthropic, AWS Bedrock, and Groq using a shared weather-lookup function.
Promptfoo example evaluating Cerebras high-performance inference API - model comparison, structured JSON, tool use.
Promptfoo example comparing two fal.ai image generation models side by side across 7 creative prompts.
Promptfoo example testing OpenClaw's personal AI assistant gateway, agents, and embeddings via auto-detected config.
Promptfoo example measuring political bias across Grok 4, GPT-4.1, Gemini 2.5 Pro, and Claude Opus 4 with 2,500 questions.
A notebook building an embedding-based nearest-neighbor recommender for news articles, with cached embeddings and t-SNE visualization.
A prompt workflow that predicts numerical review scores (1-5 stars) from text embeddings, achieving 0.53 average error on unseen data for regression tasks.
OpenAI cookbook for semantic review search: embed a query, rank documents by cosine similarity, and return the top matches.
Build user and product embeddings by averaging review embeddings, and use their similarity to weakly predict ratings.
Notebook workflow that reduces embedding dimensions from 1536 to 3 using PCA and renders them as 3D scatter plots for visual analysis.
A notebook showing how to transcribe audio to text using the Azure OpenAI Whisper model.
