cruxia

Name	cruxia JSON
Version	1.0.0 JSON
	download
home_page	None
Summary	Signed Context Bundle observer for LLM pipelines
upload_time	2025-10-26 17:00:19
maintainer	None
docs_url	None
author	None
requires_python	>=3.10
license	MIT
keywords	audit cryptography llm rag retrieval signing
VCS
bugtrack_url
requirements	No requirements were recorded.
Travis-CI	No Travis.
coveralls test coverage	No coveralls.

            # Palimpsest-Observer

A neutral “governance probe” that signs every AI context window and flags contradictions before the LLM call.

---

## Quick Start

```bash
# 1. clone & enter
git clone https://github.com/<your-user>/palobserver.git
cd palobserver

# 2. create env & install in editable mode
python -m venv .venv && source .venv/bin/activate
pip install -e . ".[rag]"

# 3. generate a signing key (first run only)
python - <<'PY'
from palobserver.crypto import generate_key
generate_key()
print("Keypair written to observer.pem")
PY

# 4. run the sample demo (needs OPENAI_API_KEY env var)
export OPENAI_API_KEY="sk-..."   # set your key once
python demo_retrieval.py
# → prints: Palimpsest bundle <id>  conflicts: 1

# 5. view recent bundles
pal ledger ls --limit 5


            

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