HealthLLM.jl is a Julia package for retrieval-augmented workflows over health-oriented corpora and structured clinical data. It focuses on a small set of building blocks for preparing corpora, building RAG indexes, generating query-oriented answers, and storing embeddings in PostgreSQL with pgvector.
- Corpus preparation utilities for collecting files and writing combined sources.
- RAG pipeline helpers built around
RAGToolsandPromptingTools. - Query-generation helpers for retrieval-backed, FunSQL-oriented workflows.
- PostgreSQL embedding storage utilities targeting
pgvector.
Detailed setup, usage, and testing instructions live in the hosted docs: https://juliahealth.github.io/HealthLLM.jl/dev/
src/: package source code.docs/: Documenter site and docs-specific environment.test/: test suite and test-specific environment.FunSQLQueries/: query-related assets used by the project..env.example: example environment variable template.CITATION.bib: citation metadata.
- API and usage guide:
docs/ - Hosted docs: https://juliahealth.github.io/HealthLLM.jl/dev/
See CITATION.bib for citation details.