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Yiorgis Gozadinos
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# Changelog
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## [Unreleased]
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## [0.78.0] - 2026-08-24
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### Added
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- `api_key` on model and embedding-model config, overriding the provider's environment variable. Honored on the `openai` and `ollama` providers, `vllm` embedders and rerankers, the picture-description VLM endpoint, and `doctor`'s endpoint probes; other providers raise.
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@ -12,8 +14,6 @@
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## [0.77.0] - 2026-08-21
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## [0.77.0] - 2026-08-21
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### Added
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- The four capabilities support Pydantic AI agent specs via `from_spec`, registered with
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@ -71,7 +71,6 @@
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### Added
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- `frames` evaluation dataset.
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- `evaluations run --filter/-f CLAUSE`: SQL `WHERE` clause over document columns, applied to the retrieval benchmark's searches and to every capability search during QA. Recorded as `document_filter` in experiment metadata.
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- `mtrag_clapnq` / `mtrag_clapnq_rewrite` / `mtrag_clapnq_live` / `mtrag_clapnq_live_uncompacted` evaluation datasets: multi-turn QA with gold-prefix and live-session conversation replay, live arms with and without `EvidenceCompactionCapability`, Recall@k/nDCG@k retrieval metrics, eligibility-aware citation scoring, refusal precision/recall, per-turn tool-traffic attributes, and `citation_status` / `turn_citation_status` eval attributes.
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- Raw chunk metadata is now exposed to search and citation results, through `SearchResult.chunk_meta` and `Citation.chunk_meta`. For context-expanded results, the metadata is that of the anchor chunk.
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@ -2225,7 +2224,8 @@ Existing documents without DoclingDocument data will work but won't have provena
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- Initial version tracking
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[Unreleased]: https://github.com/ggozad/haiku.rag/compare/0.77.0...HEAD
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[Unreleased]: https://github.com/ggozad/haiku.rag/compare/0.78.0...HEAD
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[0.78.0]: https://github.com/ggozad/haiku.rag/compare/0.77.0...0.78.0
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[0.77.0]: https://github.com/ggozad/haiku.rag/compare/0.77.0...0.77.0
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[0.77.0]: https://github.com/ggozad/haiku.rag/compare/0.76.0...0.77.0
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[0.76.0]: https://github.com/ggozad/haiku.rag/compare/0.75.0...0.76.0
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@ -8,7 +8,7 @@ dependencies = [
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"uvicorn[standard]>=0.40.0",
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"pydantic-ai-slim[ag-ui,anthropic,openai]>=2.18.0,<3.0.0",
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"python-dotenv>=1.2.1",
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"haiku.rag-slim>=0.77.0",
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"haiku.rag-slim>=0.78.0",
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"logfire[pydantic-ai]>=3.17.0",
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]
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@ -2,7 +2,7 @@
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name = "haiku.rag-evals"
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description = "Benchmarking and evaluation scripts for haiku.rag"
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version = "0.77.0"
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version = "0.78.0"
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authors = [{ name = "Yiorgis Gozadinos", email = "ggozadinos@gmail.com" }]
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license = { text = "MIT" }
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requires-python = ">=3.12"
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name = "haiku.rag-slim"
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description = "Local-first agentic RAG with citations - hybrid search, reranking and multimodal retrieval over your own documents, no database server required - Minimal dependencies"
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version = "0.77.0"
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version = "0.78.0"
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authors = [{ name = "Yiorgis Gozadinos", email = "ggozadinos@gmail.com" }]
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license = { text = "MIT" }
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readme = { file = "README.md", content-type = "text/markdown" }
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@ -2,7 +2,7 @@
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name = "haiku.rag"
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description = "Local-first agentic RAG with citations - hybrid search, reranking and multimodal retrieval over your own documents, no database server required"
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version = "0.77.0"
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version = "0.78.0"
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authors = [{ name = "Yiorgis Gozadinos", email = "ggozadinos@gmail.com" }]
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license = { text = "MIT" }
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readme = { file = "README.md", content-type = "text/markdown" }
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@ -37,7 +37,7 @@ classifiers = [
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]
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dependencies = [
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"haiku.rag-slim[docling,voyageai,cohere,zeroentropy,tui,cross-encoder,jina]==0.77.0",
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"haiku.rag-slim[docling,voyageai,cohere,zeroentropy,tui,cross-encoder,jina]==0.78.0",
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]
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[project.urls]
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@ -52,9 +52,9 @@ haiku-rag = "haiku.rag.cli:cli"
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[project.optional-dependencies]
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tui = ["textual>=8.2.4"]
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s3 = ["haiku.rag-slim[s3]==0.77.0"]
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cross-encoder = ["haiku.rag-slim[cross-encoder]==0.77.0"]
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ingester = ["haiku.rag-slim[ingester]==0.77.0"]
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s3 = ["haiku.rag-slim[s3]==0.78.0"]
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cross-encoder = ["haiku.rag-slim[cross-encoder]==0.78.0"]
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ingester = ["haiku.rag-slim[ingester]==0.78.0"]
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[build-system]
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requires = ["hatchling"]
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6
uv.lock
6
uv.lock
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@ -1577,7 +1577,7 @@ wheels = [
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[[package]]
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name = "haiku-rag"
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version = "0.77.0"
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version = "0.78.0"
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source = { editable = "." }
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dependencies = [
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{ name = "haiku-rag-slim", extra = ["cohere", "cross-encoder", "docling", "jina", "tui", "voyageai", "zeroentropy"] },
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@ -1644,7 +1644,7 @@ dev = [
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[[package]]
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name = "haiku-rag-evals"
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version = "0.77.0"
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version = "0.78.0"
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source = { editable = "evaluations" }
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dependencies = [
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{ name = "beautifulsoup4" },
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@ -1669,7 +1669,7 @@ requires-dist = [
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[[package]]
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name = "haiku-rag-slim"
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version = "0.77.0"
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version = "0.78.0"
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source = { editable = "haiku_rag_slim" }
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dependencies = [
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{ name = "docling-core" },
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