Prompt Engineering

  • Offer a sandbox environment with tutorials and sample prompts for users to experiment, refine, save, and organize their prompts seamlessly.

Data Engineering

  • Provide tools for data upload, validation, preprocessing, and examples for Retrieval-Augmented Generation (RAG) and fine-tuning tasks.

Fine Tuning

  • Enable fine-tuning of models using PEFT and LoRA adapters, with step-by-step instructions, best practices, and pre-configured templates for common tasks.

Deployment

  • Guide users through deploying private Large Language Models (LLMs), offering options for different environments and providing monitoring tools for performance and usage tracking.

Workflow Creation

  • Enable users to build, visualize, and template workflows integrating RAG, prompts, LLMs, code nodes, guardrails, PII handling, with a visual editor and the ability to create and test a servable REST API.

Monitoring

  • Provide tools for monitoring LLMs and workflow APIs with dashboards for tracking response times, error rates, usage statistics, and alerts for performance issues.
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