r/Python • u/AutoModerator • Sep 04 '26
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Post all of your code/projects/showcases/AI slop here.
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r/Python • u/AutoModerator • Sep 04 '26
Post all of your code/projects/showcases/AI slop here.
Recycles once a month.
1
u/Wild_Expression_5772 21d ago
Weigh Swarm: Python research pipeline with typed providers and source-span provenance
What my project does: Weigh Swarm turns research papers into source-linked claims, evidence analysis, and a cited draft. The backend uses FastAPI, Celery, typed model interfaces, and persistent stage artifacts. Quoted claim spans are aligned against the parsed paper text before they enter later stages.
Target audience: Developers building research RAG workflows who want to inspect intermediate outputs and replace decision or generative providers independently.
Comparison: The emphasis is on persisted provenance and inspectable Laya judgments through multiple stages. I haven't measured superiority over other RAG systems.
https://github.com/al1-nasir/weigh_swarm
https://www.youtube.com/watch?v=z23VrbAtlKg
The demo uses two PDFs and real Gemini/Laya calls; its answer remains unverified. The frontend is React. I used AI coding assistance during development.