Introduction

Generative AI Foundation to accelerate innovation

Karini's Generative AI foundation platform empowers users to build, deploy and monitor end-to-end generative AI applications with a few simple clicks. The following diagram illustrates how Karini AI delivers a comprehensive Generative AI foundational platform encompassing the entire application lifecycle. This platform delivers a holistic solution that accelerates time to market and optimizes resource utilization by providing a unified framework for development, deployment, and management.

• Access to Cutting-Edge LLMs and VLMs: Seamlessly integrate state-of-the-art models from Amazon Bedrock, Amazon SageMaker, Databricks, Anyscale, Azure OpenAI, Google Vertex, and private model providers.

• Prompt Engineering: Create straightforward or agentic prompts using templates, evaluate them across different models for latency, cost, and quality, and maintain a record of historic runs.

• Knowledge Bases: Connect to enterprise data sources, object stores, business applications, databases, or data warehouses to build or access knowledge bases in real-time.

• No-Code Recipes: Deploy agents, multi-agent systems, generative BI, RAG, or batch workflows in minutes using intuitive no-code recipes.

• Deploy and Collect Feedback: Easily deploy agents as chatbots with customizable styles, feedback settings, and audio controls.

• Observability: Offers built-in tracing and tracking of all conversations to construct a semantic knowledge base, analyze performance and cost trends, and export conversations for model fine-tuning.

Installing Karini AI

• Pre-requisites