crispembed 0.16.1
crispembed: ^0.16.1 copied to clipboard
Lightweight embedding + math OCR inference via ggml. Dense, sparse, ColBERT, cross-encoder reranking, and DeiT+TrOCR on-device math equation recognition.
0.16.1 #
- Native libraries are now fetched from the CI release on install (no manual
placement); iOS/Android build only the
crispembedlibrary target. - Server gains
POST /rerank(cross-encoder) andPOST /sparse(SPLADE/BGE-M3) routes;/healthreportsreranker/sparse/colbertcapabilities. - First pub.dev release carrying the v0.16.x native library (0.16.0 shipped as GitHub release binaries only).
0.16.0 #
- Community & official GGUF interoperability: load third-party llama.cpp / Ollama GGUFs across BPE/WordPiece/SentencePiece tokenizers (ModernBERT, EmbeddingGemma, LFM2.5-Embedding, Qwen3-Embedding, granite-embedding, GTE-v1.5, nomic-v2-moe).
- SPLADE-v3 sparse retrieval model; escaping-aware JSON server input; community-GGUF regression matrix with HF ground-truth parity.
0.15.1 #
- Docs/quality: add an example, and enable the flow-control brace lint with the corresponding fixes (pub.dev static-analysis + example points).
0.15.0 #
- Initial pub.dev release of the CrispEmbed Flutter/Dart FFI package.
- Exposes bindings for embeddings, reranking, OCR/OMR, layout detection, scan cleanup and document-processing helpers.
- Supports desktop, mobile and FFI-based native library loading.