Summarizes application bug reports into a short developer-focused sentence using a local ONNX-based text summarization model.
Warning
This is an experimental project and should not be considered production-ready. It exists to explore a small AI, ML, agent, or demo idea within the broader Genova ecosystem.
Important
A fresh public clone of this repository should not be expected to restore or build without additional Genova infrastructure. Many Genova dependencies are distributed through a private authenticated NuGet feed, and the public source does not include feed credentials or a complete public package graph.
dotnet restore
dotnet buildRun the console app:
dotnet run --project BugSummarizer.TerminalPaste a bug report, then enter a blank line to generate a summary.
- Summarizes multi-line bug reports
- Uses a local Flan-T5 ONNX model and tokenizer
- Exposes a
Summarizerclass for library use - Includes a simple terminal app for manual testing
- The summarizer depends on embedded model files in the
Datafolder, including ONNX model files and a tokenizer file. - The
.onnxfiles may not be included in source control because of their size.
- Microsoft ML / ONNX Runtime
- Hugging Face tokenizers
This project has direct runtime dependencies on third-party NuGet packages, including Microsoft.Extensions.* packages (MIT), Microsoft.ML* packages (MIT), Tokenizers.HuggingFace (Apache-2.0). See each package's NuGet license metadata for full license and notice terms.
GNU General Public License v3.0. See the LICENSE file for details.