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Yiorgis Gozadinos 2026-03-12 14:46:13 +02:00
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5 changed files with 11 additions and 8 deletions

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# Changelog # Changelog
## [Unreleased] ## [Unreleased]
## [0.33.3] - 2026-03-12
### Added ### Added
- **GEPA prompt optimization**: `evaluations optimize` command for automated QA system prompt improvement using evolutionary optimization with LLM-judged scoring. Cases are split 50/50 into train/val sets; GEPA budget is auto-computed from `--num-candidates` and dataset size. - **GEPA prompt optimization**: `evaluations optimize` command for automated QA system prompt improvement using evolutionary optimization with LLM-judged scoring. Cases are split 50/50 into train/val sets; GEPA budget is auto-computed from `--num-candidates` and dataset size.
@ -1217,7 +1219,8 @@ Existing documents without DoclingDocument data will work but won't have provena
- Initial version tracking - Initial version tracking
[Unreleased]: https://github.com/ggozad/haiku.rag/compare/0.33.2...HEAD [Unreleased]: https://github.com/ggozad/haiku.rag/compare/0.33.3...HEAD
[0.33.3]: https://github.com/ggozad/haiku.rag/compare/0.33.2...0.33.3
[0.33.2]: https://github.com/ggozad/haiku.rag/compare/0.33.1...0.33.2 [0.33.2]: https://github.com/ggozad/haiku.rag/compare/0.33.1...0.33.2
[0.33.1]: https://github.com/ggozad/haiku.rag/compare/0.33.0...0.33.1 [0.33.1]: https://github.com/ggozad/haiku.rag/compare/0.33.0...0.33.1
[0.33.0]: https://github.com/ggozad/haiku.rag/compare/0.32.3...0.33.0 [0.33.0]: https://github.com/ggozad/haiku.rag/compare/0.32.3...0.33.0

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name = "haiku.rag-evals" name = "haiku.rag-evals"
description = "Benchmarking and evaluation scripts for haiku.rag" description = "Benchmarking and evaluation scripts for haiku.rag"
version = "0.33.2" version = "0.33.3"
authors = [{ name = "Yiorgis Gozadinos", email = "ggozadinos@gmail.com" }] authors = [{ name = "Yiorgis Gozadinos", email = "ggozadinos@gmail.com" }]
license = { text = "MIT" } license = { text = "MIT" }
requires-python = ">=3.12" requires-python = ">=3.12"

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name = "haiku.rag-slim" name = "haiku.rag-slim"
description = "Opinionated agentic RAG powered by LanceDB, Pydantic AI, and Docling - Minimal dependencies" description = "Opinionated agentic RAG powered by LanceDB, Pydantic AI, and Docling - Minimal dependencies"
version = "0.33.2" version = "0.33.3"
authors = [{ name = "Yiorgis Gozadinos", email = "ggozadinos@gmail.com" }] authors = [{ name = "Yiorgis Gozadinos", email = "ggozadinos@gmail.com" }]
license = { text = "MIT" } license = { text = "MIT" }
readme = { file = "README.md", content-type = "text/markdown" } readme = { file = "README.md", content-type = "text/markdown" }

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name = "haiku.rag" name = "haiku.rag"
description = "Opinionated agentic RAG powered by LanceDB, Pydantic AI, and Docling" description = "Opinionated agentic RAG powered by LanceDB, Pydantic AI, and Docling"
version = "0.33.2" version = "0.33.3"
authors = [{ name = "Yiorgis Gozadinos", email = "ggozadinos@gmail.com" }] authors = [{ name = "Yiorgis Gozadinos", email = "ggozadinos@gmail.com" }]
license = { text = "MIT" } license = { text = "MIT" }
readme = { file = "README.md", content-type = "text/markdown" } readme = { file = "README.md", content-type = "text/markdown" }
@ -30,7 +30,7 @@ classifiers = [
] ]
dependencies = [ dependencies = [
"haiku.rag-slim[docling,voyageai,mxbai,cohere,zeroentropy,tui]==0.33.2", "haiku.rag-slim[docling,voyageai,mxbai,cohere,zeroentropy,tui]==0.33.3",
] ]
[project.scripts] [project.scripts]

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[[package]] [[package]]
name = "haiku-rag" name = "haiku-rag"
version = "0.33.2" version = "0.33.3"
source = { editable = "." } source = { editable = "." }
dependencies = [ dependencies = [
{ name = "haiku-rag-slim", extra = ["cohere", "docling", "mxbai", "tui", "voyageai", "zeroentropy"] }, { name = "haiku-rag-slim", extra = ["cohere", "docling", "mxbai", "tui", "voyageai", "zeroentropy"] },
@ -1418,7 +1418,7 @@ dev = [
[[package]] [[package]]
name = "haiku-rag-evals" name = "haiku-rag-evals"
version = "0.33.2" version = "0.33.3"
source = { editable = "evaluations" } source = { editable = "evaluations" }
dependencies = [ dependencies = [
{ name = "datasets" }, { name = "datasets" },
@ -1443,7 +1443,7 @@ requires-dist = [
[[package]] [[package]]
name = "haiku-rag-slim" name = "haiku-rag-slim"
version = "0.33.2" version = "0.33.3"
source = { editable = "haiku_rag_slim" } source = { editable = "haiku_rag_slim" }
dependencies = [ dependencies = [
{ name = "cachetools" }, { name = "cachetools" },