Athina IDE: Experiment with AI pipelines in a spreadsheet-like UI

TLDR; Athina IDE is a collaborative editor for teams to prototype, evaluate, and experiment with AI pipelines in a spreadsheet-like UI 🧪

😢 The Problem

Building AI-powered features comes with lots of new challenges:

1. It's hard to evaluate and compare the quality of retrievals and responses.

2. Non-technical users like PMs cannot prototype pipelines or run experiments effectively, creating a bottleneck on engineers.

3. Managing experimenting is messy, requiring teams to maintain scripts and spreadsheets.

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😁 The Solution: Athina IDE

🧪 Athina IDE is a collaborative editor for AI teams to prototype, evaluate, and experiment with AI pipelines in a spreadsheet-like UI.

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🎯 Core Philosophies


1. Great AI products are a team effort: PMs, Data Scientists, SWEs, MLEs, QA teams, etc., all have to come together to build something great



...so we made sure that **non-technical users could experiment, prototype, and run tests on Athina just as easily as technical users.**




2. Great AI products are built around great data



This is why the entire editor revolves around your data and gives you powerful controls like a spreadsheet.

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What can you do with Athina IDE?

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✨ Prototype Complex Pipelines with Dynamic Columns ✨

⚡️ Dynamic Columns in Athina IDE let you prototype complex pipelines in a UI that feels like a spreadsheet. Dynamic columns can be used to:

• Run prompts
• Execute code
• Retrieve data from a vector DB
• Make API calls
• Classify text / extract entities

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Run Evaluations

Plug in any eval from our library of over 50+ preset evals, or use custom evals. Run evaluations in seconds with just a few clicks.

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Run Experiments

In just a few clicks, anyone can experiment with a different prompt, model, or retriever.

If you are technical, you can run even more powerful experiments.

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Compare Everything Side-by-Side

• Compare datasets side-by-side with an optional diff-view!
• Run evaluations on multiple datasets simultaneously and compare metrics!

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How can you use it?

You can start using Athina IDE for free!

• Create an account at https://app.athina.ai and go to the Develop tab.
• For a personal demo and to learn more about how Athina IDE can accelerate your AI development, book a demo with us: https://cal.com/shiv-athina/30min.