Product Hunt - AI
Polyvia is introduced on Product Hunt as a 'Pinecone for visual data,' aiming to provide a visual knowledge index for AI agents. This platform likely enables agents to understand, process, and retrieve information from visual inputs more effectively.
AI 生成摘要
Polyvia 在 Product Hunt 上推出，被譽為「視覺數據的 Pinecone」，旨在為 AI 代理提供視覺知識索引。該平台可能使代理能夠更有效地理解、處理和檢索視覺輸入中的資訊。
1 follower
1 follower
What do you think? …
Polyvia
Hey Product Hunt 👋, this is Mateusz from the Polyvia AI team, and we're very excited to launch Polyvia today!The problem: ~80% of enterprise knowledge lives in visual form — charts, slides, diagrams, infographics. Current AI tools either extract visuals OR index text - neither can reason across thousands of visual documents.The result? Agents hallucinate. Search fails. Insights stay buried.The solution: Polyvia is the first Visual Knowledge Index for Agents & MCPs - queryable index of facts for visual data. Think "Pinecone for visual data" - but with agentic visual reasoning.
Turn scattered visuals into a queryable source of truth with every fact disambiguated.
---What Polyvia does:• VLM-OCR Extraction — Charts, tables, diagrams, infographics → structured visual logic• Facts-Ontology Indexing — Disambiguate and connect facts into a graph-based single source of truth• Agentic Visual Reasoning — Query for answers with audit-ready citations, or explore topicsExample:Query: "What's the difference between revenue of Company-A and Company-B in the last quarter?"
❌ Text-Only Agent/RAG: "I cannot find specific revenue numbers in the text."
✅ Polyvia:→ "Company-A Q4 revenue: $10.67M [Chart; page 12; doc 6367]"→ "Company-B Q4 revenue: $7.05M [Infographic; page 91; doc 65220]"→ "Difference: $3.62M"2 ways to access:• 🔌 Polyvia API & Polyvia MCP Server — available through REST API and our MCP Server for Claude, Cursor, and more• 🖥️ Polyvia Studio — visual search and exploration for knowledge-work teams in research, finance, healthcare---We are currently in private Beta (Polyvia-0.5). We will be fast-tracking ProductHunt users throughout the day.🚀 Get early access → polyvia.ai/#access📖 Read the full story → Polyvia Blog - Rethinking RAG for Visual Data