Axel Damian Sirota

axelsirota

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axelsirota/evaluation-suite-builder

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axelsirota/vector-db-cost-calculator

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axelsirota 's Spaces 27

Evaluation Suite Builder

📋

Design custom evaluation frameworks for AI features

LLM Judge Comparator

🔬

Compare how different AI judges rate the same outputs

LLM Output Evaluator

📊

Rate LLM outputs and compare with AI judge

Tool Use Sandbox

🧰

Watch an agent use tools to solve multi-step problems

Human-in-the-Loop Designer

👤

Configure approval workflows and see tradeoffs

Agent Failure Gallery

💥

Explore common agent failure modes and how to prevent them

Agent Workflow Builder

🔧

Design agent workflows with checkpoints and tools

Vector DB Cost Calculator

💰

Estimate RAG costs at scale

RAG vs Fine-tuning

⚖

Compare RAG, fine-tuning, and long context approaches

Chunking Visualizer

✂

See how chunking strategies split your documents

RAG Failure Simulator

⚠

Experience the 5 RAG failure modes firsthand

RAG Playground

📚

Upload docs, ask questions, see RAG in action

Prompt Engineering Lab

🧪

Model Comparison Arena

⚔

Compare LLM responses side by side

Build vs Buy Calculator

🧮

12-month TCO comparison for AI projects

AI Paradigm Picker

🎯

Describe a feature, get an AI paradigm recommendation