{"repo":"sutro-sh/sutro","free":true,"listed":false,"github":"https://github.com/sutro-sh/sutro","clone":"git clone https://github.com/sutro-sh/sutro.git","description":"Analyze and generate unstructured data using LLMs, from quick experiments to billion token jobs.","language":"Python","stars":17,"topics":["batch-inference","csv","data-engineering","data-pipelines","data-processing","distributed-inference","evals","llm-inference","mlops","observability"],"license":"Apache-2.0","category":"data-pipelines","readme_excerpt":"Sutro Python SDK Sutro helps teams build grounded LLM judges, classifiers, and extractors, then run them confidently at scale. Use Sutro when you need reliable offline AI over tables, traces, documents, or other collections of unstructured data: - Judge model outputs, agent traces, and QA gates - Classify tickets, leads, documents, events, and messy business records - Extract structured fields, spans, labels, and normalized schemas - Run large-scale evals, synthetic data generation, semantic tagging, and embeddings Visit sutro.sh, read the docs, or get access to start using Sutro. Sutro Functions are currently in research preview; contact team@sutro.sh for access, design-partner support, higher quotas, or enterprise deployment options. What You Can Run Sutro Functions Sutro Functions are task-specific judges, classifiers, and extractors aligned to your decision preferences. Instead of hand-maintaining prompts, you define the task, review ambiguous examples, add rationale where needed, and deploy a reusable Function that can be invoked online or in batch. Typical Functions include: - Support-agent pass/fail judges - Lead qualification and routing - Trust, safety, fraud, spam, or compliance classifiers - Document categorization and structured extraction - Data quality filters and normalization steps - Model and query routers Sutro Batch Sutro Batch is serverless async inference for high-volume AI workloads. Run Sutro Functions or pre-trained open-source LLMs over large datasets","default_branch":null,"files":null,"tree":[],"storefront":"/r/sutro-sh","claimed":false,"request_supported":{"post":"https://gitbuyer.com/r/sutro-sh/sutro/request-supported","requests":0},"note":"indexed from public GitHub; nothing is for sale on this page. Clone it from GitHub. Paid listings live at /search."}