local-deep-researchBenchmark45/100 via “citation tracking and source attribution with evidence chains”
Local Deep Research achieves ~95% on SimpleQA benchmark (tested with GPT-4.1-mini). Supports local and cloud LLMs (Ollama, Google, Anthropic, ...). Searches 10+ sources - arXiv, PubMed, web, and your private documents. Everything Local & Encrypted.
Unique: Implements citation tracking through evidence chains that link claims in generated reports back to original sources, with support for multiple export formats. Citation handler maintains source metadata throughout research execution and generates formatted citations in markdown, HTML, and JSON formats.
vs others: More comprehensive than simple URL citations by tracking full evidence chains and supporting multiple citation formats, while maintaining source metadata in encrypted database for audit trails.