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914 changes: 914 additions & 0 deletions promoter/DNA.ipynb

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# 🧬 Synthetic Promoter Sequence Generator

This project implements a neural network-based agent to **generate synthetic promoter DNA sequences** using a trained autoencoder model. It supports natural language queries that may include promoter design specifications, wet lab experiment suggestions, and related research search.

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## 🧠 Overview

- 🧬 Uses a trained autoencoder to generate promoter sequences.
- 🧪 Supports query-driven generation with optional wet lab suggestions.
- 🔍Integrates with LLMs like Claude to search and summarize scientific literature.


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## 📦 Setup

```bash
git clone https://github.com/boltzmannlabs/Hackathon_june25.git
cd promoter
-run the promoter.ipynb
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