Question Answering

BERTPython

TensorFlow implementation and pre-trained models for BERT, a bidirectional Transformer for language understanding.

HaystackMDX

Open-source AI orchestration framework for building context-engineered, production-ready LLM applications in Python.

DeepPavlovPython

An open-source NLP framework for building and deploying deep learning dialog systems and chatbots with PyTorch and transformers.

BioGPTPython

A domain-specific generative language model pre-trained on biomedical literature for text generation and mining tasks.

DrQAPython

A PyTorch system for open-domain question answering by retrieving and reading documents, originally applied to Wikipedia.

OP Vault ChatGPTJavaScript

Give ChatGPT long-term memory by uploading custom knowledge base files (PDF, txt, epub) and asking questions via a React frontend.

rust-bertRust

A Rust-native port of Hugging Face Transformers providing ready-to-use NLP pipelines and transformer models like BERT, GPT2, and T5.

Memory Networks Implementations - FacebookLua

Implementations of memory-augmented neural networks for language modeling, dialogue systems, and question answering tasks.

BiDAFPython

A deep learning model for machine comprehension that uses bi-directional attention flow to answer questions about text passages.