📝 Integration Proposal: CAJAL — Scientific Paper Agent for CodeBERT

[Agnuxo1]

📝 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 — 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

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