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Starbox Group crafts innovative AI-powered products that transform how people create, communicate, and collect.

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Meet Snipara

Our flagship AI product that's revolutionizing how developers interact with documentation.

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Snipara

AI Context Optimization

Snipara is an AI context optimization platform that retrieves and compresses relevant documentation, then delivers grounded, cited answers to reduce hallucinations in AI-powered workflows. Rather than running its own LLM, Snipara optimizes documentation to provide the most relevant context to users' preferred AI models.

Context Compression

Reduce 500K tokens to 5K relevant context per query with semantic and keyword-based hybrid search.

RELP Engine

Recursive decomposition breaks complex queries into focused sub-queries, handling documentation 100x larger than context windows.

Cited Answers

Every response links to source sections, eliminating speculative hallucinations.

Agent Memory

Store verified outcomes linked to source documents. Agents learn project conventions without re-tokenizing entire codebases.

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AI Products
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Industries
Geneva
Headquarters
Swiss
Quality

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