
Klarity GPT-4 Doc Demo
GPT-4 demo to "chat with your document" and extract key data
Klarity GPT-4 Doc Demo launched on April 3, 2023 with 10 votes, #1,716 of 4,853 launches that month and more than 50% of that year's launches.
What it does
Klarity accelerates order management, invoicing and ASC 606 compliance by automating document-centric workflows. It extracts data from documents, integrates to systems to match data, and automates workflows with GPT-4 features like "chat with your document".
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Klarity – Open-source tool to analyze uncertainty/entropy in LLM output2025 · github.com · ▲132We've open-sourced Klarity - a tool for analyzing uncertainty and decision-making in LLM token generation. It provides structured insights into how models choose tokens and where they show uncertainty. What Klarity does: - Real-time analysis of model uncertainty during generation - Dual analysis combining log probabilities and semantic understanding - Structured JSON output with actionable insights - Fully self-hostable with customizable analysis models The tool works by analyzing each step of text generation and returns a structured JSON: - uncertainty_points: array of {step, entropy,…
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Source: Product Hunt launch ↗
Launched alongside, April 2023
the whole month →
- G4
Hi HN, Today we’re launching GPT-4 answers on Phind.com, a developer-focused search engine that uses generative AI to browse the web and answer technical questions, complete with code examples and detailed explanations. Unlike vanilla GPT-4, Phind feeds in relevant websites and technical documentation, reducing the model’s hallucination and keeping it up-to-date. To use it, simply enable the “Expert” toggle before doing a search. GPT-4 is making a night-and-day difference in terms of answer quality. For a question like “How can I RLHF a LLaMa model”, Phind in Expert mode delivers a…
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