Athina AI
Prototype, Experiment & Evaluate AI Pipelines in a Spreadsheet-like UI
Athina is an end-to-end platform for product teams building production-grade AI features. 1. Prototype: Dynamic Columns let you run LLM prompts, execute code, make API calls, retrieve data, run transformations, and more (in a spreadsheet UI) 2. Evaluate: Run evaluations within the sheet itself - there are 50+ preset evaluation metrics or you can create your own custom evals (no-code). 3. Experiment: Change your prompt, model, retriever, or chain in just a few clicks. Technical users can run even more experiments programmatically. 4. Compare: Compare any number of datasets side-by-side with a diff view, and run evaluations on all of them simultaneously 5. Observability: Monitor your LLM features in production with continuous evaluations and granular analytics. Athina can be used by non-technical users as well as technical users. This means PMs, QA, Data Scientists, and Engineers can collaborate to build great AI products.
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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.