Open-source developer toolkit for building multimodal LLM apps with built-in memory, structured data validation, and voice streaming.
What it does
Scoopika is an open-source toolkit for developers to build multimodal LLM-powered applications faster, with built-in error recovery, response streaming, and structured JSON output validation. It provides managed serverless memory and knowledge stores that scale across edge regions.
Core features
AI agent creation with API and tool calling
Structured JSON generation validated against a schema
Long-term encrypted conversation memory
Knowledge stores built from files or websites
Real-time voice input and output streaming
Multi-provider LLM connection
Best for
→Developers building conversational AI bots
→Teams needing structured data extraction from multiple input types
→Apps requiring low-latency voice AI interactions