Briefly describe what is your team working on and describe your use ca

Briefly describe what is your team working on and describe your use case of E2B. What role does it play or could play in your product? What are the benefits of E2B for your product? help me answer this question here is the context on us: we are building Orris We are building a clinical decision support system, which will be used by doctors, medical residents, and medical students, mainly, but also include some other healthcare professionals. It basically helps them find, do research about a particular clinical query from guidelines, research paper, medical books, journals, etc. We have basically indexed all this different repository and we keep on doing it as a cron job on a regular basis, like keeping our database updated with all the recent guidelines, research paper, clinical trials, etc. So that helps the users find the most up-to-date accurate information. This cannot be, which is not available on via web search or in the pre-trained knowledge of an LLM, because these documents or this information are in PDF form and most of it are also present as a licensed material. So this really gives them an edge by using our platform. Another thing is, not just, so this requires a lot of deep research into different books, different materials, and also the user demand the information in certain different ways, like PPTs, PDF, etc. And they also sometimes demand very high compelling visuals and graphics. Now all this requires an approach where a code can be written for that particular use case and then it can be presented, just like using PPT as a skill or generating graphics from code. So that's why a coding environment is necessary to provide the agents with the ability so that they can code. We need to sandbox the environment. Also, we place our files in a documents in a file system where we give agents the full autonomy to go and read whatever it wants and however it wants in a while loop. So for this, we require a sandbox environment that can provide it to an agent. So that is our use case and that's why we want to use e2b. I hope I have answered your question. do not include em dashes or other ai slops make it look like human have written it

Here's a clean, human-written response you can use:

Team & Product

We are building Orris, a clinical decision support system designed for doctors, medical residents, medical students, and other healthcare professionals. The core problem we are solving is that critical clinical information — guidelines, research papers, clinical trials, medical books, and journals — exists in PDF form and is largely licensed material. It is not accessible via web search and is not part of any LLM's pre-trained knowledge. We have indexed all of this content and run regular cron jobs to keep our database current, so users always get the most accurate, up-to-date information for any clinical query.

Use Case for E2B

Our agents need more than just retrieval. Users frequently request outputs in specific formats like PowerPoint presentations, PDFs, and custom visual graphics. Generating these requires writing and executing code on the fly. E2B gives our agents a secure, sandboxed environment to do exactly that.

There are two specific areas where E2B is central to our product:

Dynamic output generation - When a user needs a presentation or a compelling visual generated from clinical data, the agent writes the code and E2B executes it safely. This turns raw research into polished, usable deliverables.
Agentic file system access - We store documents in a structured file system and give agents full autonomy to navigate and read through them, including iterative loops where the agent decides what to read next based on what it has already found. E2B provides the isolated environment where this kind of deep, autonomous file traversal can happen without any security risk.

Without a sandbox like E2B, we would have no safe way to let agents execute code or freely traverse a document file system. It is a foundational piece of our agentic infrastructure.

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