Chatbot

概要

Chatbot is a comprehensive, modular framework designed for constructing advanced conversational AI solutions. It provides a full training and evaluation pipeline for transformer-based models, pre-configured model and tokenizer handling, and a production-ready FastAPI inference server. With utilities for dataset ingestion, experiment tracking, safety features, and extensibility via plugin hooks, it caters to researchers and engineers seeking reproducible experiments and deployable, production-ready chatbot applications.

主な機能

• Reproducible config-driven experiments with logging and checkpointing.
• Production-ready FastAPI inference server with containerization, health checks, and Prometheus metrics.
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• Focus on safety with moderation hooks, configurable logging, and opt-in telemetry.
• Modular architecture allowing easy swapping of tokenizer, model, and training loops.
• Extensible with plugin hooks for moderation, memory, and retrieval-augmentation.

ユースケース

• Training and evaluating large conversational models for research purposes.
• Deploying state-of-the-art chatbot applications into production environments.
• Reproducing and benchmarking conversational AI experiments with clear tracking.