Training guide · Hugging Face · Advanced
You need an end-to-end August 26, 2026 recipe for adapting a late-interaction retriever to your own domain, from datasets and losses through training, evaluation, and index optimization.
hugging face, sentence transformers, rag, retrieval, fine-tuning
Guide · OpenAI · Intermediate
You need practical guidance for designing representative eval datasets, choosing graders, and turning model testing into an engineering loop instead of ad hoc spot checks, especially while OpenAI's older Evals platform is winding down toward read-only status on October 31, 2026.
openai, evals, quality, datasets, regression testing
Guide · OpenAI · Intermediate
You want OpenAI's current quickstart for turning examples into dataset-backed evals and improvement loops instead of relying on a deprecated docs path.
openai, datasets, evals, fine-tuning, quality
API docs · Cohere · Intermediate
You need Cohere's bulk embedding workflow for larger corpora instead of issuing one embedding request per document at ingestion time.
cohere, embed jobs, embeddings, batch processing, retrieval
Model catalog · Hugging Face · Beginner to advanced
You need to discover, compare, and run open model checkpoints, datasets, and demos.
hugging face, model hub, open models, llama, qwen
Integration guide · Hugging Face · Intermediate
You want the official Hugging Face MCP setup guide for connecting Codex, Claude Desktop, Cursor, VS Code, or other MCP clients directly to Hub tools and search.
hugging face, mcp, hub, tools, coding agents