Overview: Why PhariaStudio?
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.
The PhariaStudio advantage
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 customisable semantic chunking, text embedding, and advanced search capabilities to optimise data organisation and retrieval.
In addition, the platform provides an interactive AI playground for testing prompts, debugging with trace data, automating finetuning 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.
Key features
Data management
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Transform raw files: Upload, process, and index raw files (PDF, Word, HTML) using the API for RAG-ready datasets.
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Customisable semantic chunking: Split content semantically with customisable token overlap for better context.
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Text embedding: Embed your data using any embedding model deployed in the PhariaAI stack for optimised semantic representation.
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Semantic & hybrid search: Combine dense and sparse embeddings with Reciprocal Rank Fusion (RRF) for precise, domain-specific results.
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Metadata filtering: Refine search results with advanced document metadata filters.
AI development and experimentation
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AI playground: Test prompts instantly with a side-by-side view of results in the PhariaStudio Playground.
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Prompt engineering: Use preconfigured settings to simplify prompt testing and optimisation.
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Debugging (Traceviewer): Store and share trace data securely for collaborative troubleshooting.
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Automated finetuning: Finetune models for task-specific needs.
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Evaluation: Accelerate evaluation and benchmarking workflows for AI model assessments.
