Meet Deep Life Sci: An open source agentic assistant created specifically for…
- Source
- langchain.com
- Author
- LangChain
- Date

Context
LangChain's Deep Life Sci gives research teams a modifiable assistant for combining scientific literature with their own data. The company describes an open-source template that searches paper and clinical-trial databases, assigns document review to separate agents, and runs analysis code in a . Its announcement gives trial comparison as one use: finding studies, extracting their results into consistent fields, and assembling a comparison.
The surrounding software is also open to modification, so an organization can add internal evidence and approval requirements. Recorded searches, code execution and document use provide a trail for examining how an answer was produced. These are capabilities for building and evaluating research workflows; the announcement supplies no measured reduction in drug-development costs.
- sandbox — An isolated environment where AI-generated code or agent actions run without being able to touch anything real.
- agent harness — The scaffolding around a model that turns it into a working agent — the loop, the tools it can call, and the rules for when to stop.
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