https://pypi.org/project/hyper-reason/ Recent updates to the Python Package Index for hyper-reason en https://pypi.org/project/hyper-reason/0.1.2/ A logical reasoner that uses a knowledge graph as a world model and the IKL logic DSL to beat dense-embedding/RAG precision+recall: ingest documents into a SQLite KG, query/forecast/counterfactual via IKL compiled to SQL, and return D3-visualisable graphs + grounded LLM interpretations with honest refusal. Local developer tool; the only AWS dependency is Bedrock InvokeModel for the Strands agent. Bundles hyper-kg + hyper-gliner. Fri, 19 Jun 2026 00:14:39 GMT https://pypi.org/project/hyper-reason/0.1.1/ A logical reasoner that uses a knowledge graph as a world model and the IKL logic DSL to beat dense-embedding/RAG precision+recall: ingest documents into a SQLite KG, query/forecast/counterfactual via IKL compiled to SQL, and return D3-visualisable graphs + grounded LLM interpretations with honest refusal. Local developer tool; the only AWS dependency is Bedrock InvokeModel for the Strands agent. Bundles hyper-kg + hyper-gliner. Thu, 18 Jun 2026 06:39:45 GMT https://pypi.org/project/hyper-reason/0.1.0/ A logical reasoner that uses a knowledge graph as a world model and the IKL logic DSL to beat dense-embedding/RAG precision+recall: ingest documents into a SQLite KG, query/forecast/counterfactual via IKL compiled to SQL, and return D3-visualisable graphs + grounded LLM interpretations with honest refusal. Local developer tool; the only AWS dependency is Bedrock InvokeModel for the Strands agent. Bundles hyper-kg + hyper-gliner. Thu, 18 Jun 2026 04:12:52 GMT