Tonic Textual
Get your unstructured data AI-ready in minutes
Tonic Textual launched on May 28, 2024 with 211 votes, #240 of 4,539 launches that month and more than 90% of that year's launches. The site was still online in September 2026, 2 years on.
What it does
Tonic Textual is the world’s first secure data lakehouse for LLMs, seamlessly unifying, protecting, and preparing your unstructured data for generative AI. With Textual, you can extract, govern, enrich, and deploy your unstructured data for AI in minutes.
Protect sensitive information when building and fine-tuning AI and ML workflows. Tonic Textual protects privacy within unstructured data and keeps sensitive information safe.
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Get your unstructured data AI-ready in minutes2024 · tonic.ai · ▲38Hey HN! We're excited to announce the launch of Tonic Textual, the secure data lakehouse for LLMs. Simply stated, Tonic Textual allows you to build generative AI systems on your own unstructured data without having to spend time extracting and standardizing your data. In minutes you can build automated, scalable unstructured data pipelines that extract, centralize, standardize, and enrich data from your documents into an AI-optimized format ready for embedding, fine-tuning, and ingesting into a vector database. While in-flight, we also scan for sensitive information and protect it via…

Structured output from LLMs without reprompting2023 · automorphic.ai · ▲174Built a tool for transforming unstructured data into structured outputs using language models (with 100% adherence). If you're facing problems getting GPT to adhere to a schema (JSON, XML, etc.) or regex, need to bulk process some unstructured data, or generate synthetic data, check it out. We run our own tuned model (you can self-host if you want), so, we're able to have incredibly fine grained control over text generation. Repository: https://github.com/automorphic-ai/trex Playground: https://automorphic.ai/playground



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