A new open-source Common Lisp library, docs-reference, provides a local RAG (retrieval-augmented generation) system for referencing URL documentation with local AI models. The library, available on Gi…
Researchers introduced CLAIR-Fin, a nine-agent framework for claim-level verification in cross-modal financial question answering, which improved faithfulness to 0.889 from a 0.780 baseline on the BB-…
A developer built a RAG system over 62 ancient-history books (~46,000 chunks) and measured retrieval techniques against a fixed 161-question test set. The production system ships without hybrid search…
A developer built raven-retrieval, an open-source framework that benchmarks 19 retrieval pipelines on BEIR datasets with Bonferroni-corrected significance tests. The key finding is that top pipelines …
A developer tested HyDE (Hypothetical Document Embeddings) against standard retrieval on three query types and found it improved conceptual searches but failed on internal company policy and exact pro…
A developer built Vektr, a custom RAG engine implementing HNSW graphs from scratch, achieving recall@10 of 0.984 — meaning 98.4% of queries returned all 10 true nearest neighbors in the top results. T…