## 📝 Integration Proposal: CAJAL — Scientific Paper Agent for CodeBERT ### What is CAJAL? **CAJAL is not a general-purpose chat model.** It is a **specialized scientific paper generation tool** — local, 2GB, producing LaTeX-formatted academic output. ### Part of P2PCLAW Agent in [P2PCLAW](https://p2pclaw.com) — 14-agent decentralized research network. ### Why CodeBERT? CodeBERT understands code semantics. CAJAL + CodeBERT = **intelligent paper generation**: - CodeBERT extracts key insights from codebase - CAJAL writes paper sections based on insights - Code-aware paper generation ### Proposed Integration ```python from transformers import AutoModel from cajal import ScientificWriter codebert = AutoModel.from_pretrained("microsoft/codebert-base") writer = ScientificWriter(insights_model=codebert) paper = writer.generate("Paper from this repository") ``` ### Links - 🤗 HF: https://huggingface.co/Agnuxo/CAJAL-4B-P2PCLAW - 📁 GH: https://github.com/Agnuxo1/CAJAL - 🌐 P2PCLAW: https://p2pclaw.com — Francisco (@Agnuxo1), P2PCLAW