tag:github.com,2008:https://github.com/DataScienceUIBK/Rankify/releases 2025-10-15T00:08:04Z tag:github.com,2008:Repository/929986832/v0.1.4 2025-10-15T00:22:47Z <p>Highlights</p> <p>🛠️ Fixed numerous bugs across indexing and retrievers</p> <p>📏 Integrated RAGAS evaluation metrics</p> <p>🧩 Added new RAG pipelines/configs</p> <p>💻 Introduced CLI for indexing: rankify-index</p> <p>Bug fixes (selected)</p> <ul> <li> <p>Lucene (BM25): stable JsonCollection wiring, index dir layout, robust load_index.</p> </li> <li> <p>Contriever: fixed JSONL/TSV mismatch; chunked embedding generation; float32 normalization; safer serialization &amp; cleanup.</p> </li> <li> <p>BGE: correct CLS pooling + L2 normalization; cosine via IndexFlatIP; chunk merge validation.</p> </li> <li> <p>ColBERT: deterministic collection.tsv with sequential IDs; original↔sequential ID mappings; TSV verification &amp; better diagnostics; loader-based load.</p> </li> <li> <p>ANCE: robust doc-id extraction across fields; consistent FAISS↔docid mapping; safer metadata writer.</p> </li> <li> <p>DPR: reliable Pyserini encode/index orchestration; mapping &amp; metadata persisted.</p> </li> </ul> abdoelsayed2016 tag:github.com,2008:Repository/929986832/v0.1.3 2025-03-10T18:33:51Z <p>features:</p> <ul> <li>"🔧 Fixed UPR bugs to enhance retrieval and ranking stability."</li> <li>"📦 Removed 7z dependency and added native Python extraction for datasets."</li> <li>"🚀 Added Hyde Retriever (<a href="https://arxiv.org/abs/2212.10496" rel="nofollow">arXiv:2212.10496</a>) for improved retrieval using hypothetical document embeddings."</li> <li>"📂 Expanded support for pre-retrieved datasets, adding more benchmark datasets."</li> </ul> abdoelsayed2016 tag:github.com,2008:Repository/929986832/v0.1.2 2025-02-18T21:44:28Z <p>We have updated the pyproject.toml file to adjust the default installation behavior. With this release, users can install the Rankify library without including vllm by default. vllm is now part of the optional reranking dependencies group.</p> abdoelsayed2016 tag:github.com,2008:Repository/929986832/0.1.0.post3 2025-02-10T00:11:08Z <p>fix pip install</p> abdoelsayed2016 tag:github.com,2008:Repository/929986832/v0.1.0.post4 2025-02-10T03:28:33Z No content. abdoelsayed2016 tag:github.com,2008:Repository/929986832/v0.1.0.post3 2025-02-10T00:17:41Z No content. abdoelsayed2016 tag:github.com,2008:Repository/929986832/0.1.0.post2 2025-02-09T23:38:08Z No content. abdoelsayed2016 tag:github.com,2008:Repository/929986832/v0.1.0 2025-02-09T22:09:54Z <p><strong>Full Changelog</strong>: <a href="https://github.com/DataScienceUIBK/Rankify/commits/v0.1.0">https://github.com/DataScienceUIBK/Rankify/commits/v0.1.0</a></p> abdoelsayed2016 tag:github.com,2008:Repository/929986832/v0.1.0.post1 2025-02-09T22:48:17Z No content. abdoelsayed2016