# 2�ｸ鞘Ε Install dependencies (Python 3.10+) pip install -r requirements.txt
def generate(self, prompt, context): # Combine prompt + context, feed into the model return self.model.generate(prompt + context, max_length=150) Swap the engine in the config: starsessions nn
# 3�ｸ鞘Ε Run the demo session python examples/run_demo.py You窶冤l see a minimal web UI at http://localhost:8000 where you can type messages and watch the NN generate responses while the star窶叢rogress bar fills. | Concept | One窶銑ine Definition | |---------|----------------------| | Session | A self窶祖ontained conversation or interaction that retains state across turns. | | Context Buffer | Stores the last N tokens (default = 512) to give the model the necessary history. | | Star窶全core | A normalized confidence metric (0窶�5笘�) displayed as a star rating; useful for quick human review. | | Persistence Layer | Optional SQLite/Redis store that lets you resume a session after a server restart. | Extending the NN Engine from starsessions.nn import BaseEngine # 2�ｸ鞘Ε Install dependencies (Python 3
Give it a spin, and let your users 窶徨each for the stars窶� in every conversation! 噫笨ｨ | | Star窶全core | A normalized confidence metric