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Generative AI

CALKCognitive Architecture for
Language Knowledge

Build next-generation language applications. CALK provides a complete toolkit for RAG, fine-tuning, and serving LLMs with specific domain knowledge.

Summarize the Q3 financial report focusing on OpEx.

Based on the uploaded documents, Q3 OpEx decreased by 12% YoY. Primary drivers include:

  • Reduced cloud infrastructure costs (-5%)
  • Marketing automation optimization (-3%)
Sources: q3_financials.pdf (p. 12)

RAG Pipeline

Turn your documents into a knowledge base instantly. Integrated vector databases (Pinecone, Milvus) and embedding models.

Persona Management

Define distinct agent personalities and tool access. Control tone, style, and authorized actions for each agent.

Guardrails

Built-in safety checks for PII leakage, toxicity, and hallucination. Enterprise-grade compliance out of the box.