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Futopia.ai is the fastest no-code platform for launching GPT-powered chatbots. In minutes, upload PDFs or audio, auto-vectorize content, fine-tune models, and embed a branded widget anywhere—no coding required. EU data residency, transparent pricing, and built-in analytics let marketers, e-commerce owners, and healthcare teams slash support costs while boosting conversions.
Futopia.ai’s core differentiator is its fully automated vector pipeline. Users upload PDF, TXT, or CSV files via an intuitive dashboard. Behind the scenes the platform:
- Chunks the documents into segments optimized for GPT-3.5-turbo token limits (≈ 1,500 characters).
- Calls OpenAI’s text-embedding-ada-002 endpoint to create 1,536-dimensional vectors.
- Stores the resulting embeddings in a managed Pinecone index with metadata that maps back to page numbers, timestamps, or custom tags.
- Returns a similarity search endpoint that can be queried with cosine similarity thresholds tuned for precision vs. recall.
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