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nicolas-ivanov

Professional software vendor delivering innovative solutions on the Softono platform. Specialized in both open-source and proprietary software development.

Total Products
1

Software by nicolas-ivanov

tf_seq2seq_chatbot
Open Source

tf_seq2seq_chatbot

tfseq2seqchatbot is an unmaintained, general-purpose conversational agent built using the TensorFlow deep learning framework. It implements a sequence-to-sequence (seq2seq) neural network architecture designed to learn dialogue patterns from text corpora. The software utilizes a dataset of movie subtitles for training to enable the model to generate contextual responses. Key components include training scripts for model development and a command-line interface for real-time chat interaction. Users can configure various parameters via a Python configuration file. While the project originally aimed to demonstrate advanced natural language processing capabilities, current performance is noted as limited, often producing generic or inconsistent replies. The system requires TensorFlow for operation and supports both CPU and GPU execution, with specific instructions provided for building from source with CUDA optimization. The codebase serves primarily as a reference implementation for researchers and developers in

AI & Machine Learning ML Frameworks
423 Github Stars