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PhariaStudio

Welcome to PhariaStudio, your all-in-one solution for streamlining the AI development lifecycle. Designed to address the inefficiencies of fragmented AI development processes, PhariaStudio offers a unified workspace where you can build, debug, fine-tune, and evaluate models and applications seamlessly.

Whether you're working on prompt engineering, model fine-tuning, or custom RAG development, PhariaStudio provides the tools you need to turn AI capabilities into real-world impact.

Develop AI applications with PhariaStudio​

PhariaStudio is a comprehensive AI development platform that helps you accelerate the transition from prototype to production. PhariaStudio enhances data management by allowing you to upload, process, and index raw files while leveraging customizable semantic chunking, text embedding, and advanced search capabilities to optimize data organization and retrieval.

In addition, the platform provides an interactive AI playground for testing prompts, debugging with trace data, automated fine-tuning for task-specific needs, and robust evaluation tools to benchmark model performance efficiently. By consolidating these capabilities into a single ecosystem, PhariaStudio fosters collaboration, reduces development bottlenecks, and empowers AI teams to create high-quality solutions with greater speed and confidence. By integrating essential capabilities such as data management, AI experimentation, and evaluation, PhariaStudio provides a holistic approach to AI development.

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The challenge of AI development​

AI development often involves a multitude of tools and processes, from testing prompts to debugging outputs, finetuning models, and running evaluations. This fragmentation can slow down development, create inefficiencies, and hinder collaboration among teams. PhariaStudio changes this by offering a comprehensive, interactive environment that consolidates these tasks into a single workspace.

Key features of PhariaStudio​

Data management​

  • Transform raw files: Upload, process, and index raw files (PDF, Word, HTML) via API for RAG-ready datasets.
  • Customizable semantic chunking: Split content semantically with customizable token overlap for better context.
  • Text embedding: Embed your data using any embedding model deployed in the PhariaAI stack for optimized semantic representation.
  • Semantic & hybrid search: Combine dense and sparse embeddings with Reciprocal Rank Fusion (RRF) for precise, domain-specific results.
  • Metadata filtering: Refine search results with advanced document metadata filters.

AI development and experimentation​

  • AI playground: Test prompts instantly with a side-by-side view of results in the Playground.
  • Prompt engineering: Use pre-configured settings to simplify prompt testing and optimization.
  • Debugging (Traceviewer): Store and share trace data securely for collaborative troubleshooting.
  • Automated finetuning: Fine-tune models for task-specific needs.
  • Evaluation: Accelerate evaluation and benchmarking workflows for AI model assessments.

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Getting Started​

Whether you're new to AI development or looking to optimize your existing workflows, PhariaStudio can help you. Dive into our documentation to explore the full range of features, learn how to get started, and discover how PhariaStudio can transform your AI development process.