8000 GitHub - docxology/thalia: THALIA is a typed agentic harness pairing DSPy compiler-driven optimization with layered memory — Inspector, BM25/embedding hybrid Retriever, cited Reasoner, append-only SQLite memory gate, and MIPRO/GEPA-style config search. Deterministic, zero-mock pytest suite, evaluated on LongMemEval_S. · GitHub

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thalia

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THALIA is a typed agentic harness pairing DSPy compiler-driven optimization with layered memory — Inspector, BM25/embedding hybrid Retriever, cited Reasoner, append-only SQLite memory gate, and MIPRO/GEPA-style config search. Deterministic, zero-mock pytest suite, evaluated on LongMemEval_S.

doi.org/10.5281/zenodo.21763245

agents bm25 dspy llm memory prompt-optimization python rag retrieval sqlite

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Name		Name	Last commit message	Last commit date
.github		.github
config		config
data		data
docs		docs
scripts		scripts
skills		skills
src		src
tests		tests
.gitignore		.gitignore
.python-version		.python-version
.zenodo.json		.zenodo.json
AGENTS.md		AGENTS.md
CHANGELOG.md		CHANGELOG.md
CITATION.cff		CITATION.cff
CONTRIBUTING.md		CONTRIBUTING.md
LICENSE		LICENSE
PUBLICATION_READINESS.md		PUBLICATION_READINESS.md
README.md		README.md
SECURITY.md		SECURITY.md
TODO.md		TODO.md
domain_profile.yaml		domain_profile.yaml
experiment_plan.yaml		experiment_plan.yaml
pyproject.toml		pyproject.toml
tasks.yaml		tasks.yaml
thalia_overlay.yaml		thalia_overlay.yaml
uv.lock		uv.lock