3,603 tools found
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.
Jupyter notebook demonstrating how to embed text using OpenAI's text-embedding-3-small model with rate-limit management via exponential backoff.
OpenAI Cookbook notebook that reduces 1536-dim embeddings to 2D with t-SNE and plots them colored by star rating.
Notebook workflow that reduces embedding dimensions from 1536 to 3 using PCA and renders them as 3D scatter plots for visual analysis.
OpenAI Cookbook notebook classifying review sentiment with zero labeled training data by comparing embeddings to label-description embeddings.
OpenAI Agents SDK example orchestrating Portfolio Manager, Macro, Fundamental, and Quantitative agents in parallel to produce an investment research memo.
Fan out specialized OpenAI Agents SDK agents in parallel, then fan their outputs into one meta-agent answer.
A notebook showing how to generate embeddings through the Azure OpenAI service, from resource setup to a sample request.
A notebook showing Azure OpenAI function calling end to end: API key or Active Directory auth, function definition, and response handling.
