> For the complete documentation index, see [llms.txt](https://docs.mithrl.com/llms.txt). Markdown versions of documentation pages are available by appending `.md` to page URLs; this page is available as [Markdown](https://docs.mithrl.com/getting-started/readme.md).

# Overview

## Mithrl-1: A Biomedical World Model

The Mithrl-1 platform is the next generation scientific analysis and hypothesis generation platform built to access the power of the Mithrl-1 Knowledge Graph.

By combining the versatility of a scientifically-trained AI agent with the power of the Mithrl Knowledge Graph, Mithrl-1 is a powerful biomedical research tool that can help scientists and researchers make sense of the vast amount of biomedical data generated using modern technologies such as next-generation sequencing (scRNA-seq, DRUG-seq, perturb-seq), high-throughput mass spectrometry, cell painting, and other technologies. Mithrl-1 processes this vast amount of data and performs biostatistics, visualization, and hypothesis generation. Leveraging the power of the Mithrl-1 Knowledge Graph, every predicted hypothesis is backed by verifiable evidence available at your fingertips.

Mithrl-1 data analysis is powered by peer-reviewed, generally accepted best practices in bioinformatics using established pipelines (ex. Nextflow) and other published tools to perform deterministic analysis of experimental data. The results are then passed to the Mithrl Knowledge Graph to identify likely pathways or causal networks responsible for the observed data. By constraining to defined bioinformatics pipelines and cite-able evidence in the Knowledge Graph, Mithrl-1 can produce analysis and hypothesis faster with fewer hallucinations than general LLM scientific tools.

<figure><img src="https://626853399-files.gitbook.io/~/files/v0/b/gitbook-x-prod.appspot.com/o/spaces%2FWzmerQ3GQmDagWwm1Oeg%2Fuploads%2FuRavUCxMxPpp1pvfv0uS%2Fimage.png?alt=media&amp;token=14a4d66d-2ff5-45c5-a73d-21421251c755" alt=""><figcaption></figcaption></figure>

Mithrl-1 platform consists of

* [Mithrl Web App](/docs/mithrl-web-app.md)
* [Mithrl Knowledge Graph](/docs/mithrl-knowledge-graph.md)