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Lorph Adds Deep Research, Citations

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Lorph Adds Deep Research, Citations
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// 59d agoPRODUCT UPDATE

Lorph Adds Deep Research, Citations

Lorph's latest update folds a deeper research backend into its Ollama-backed chat app, so prompts can fan out into search, scraping, and cited synthesis instead of stopping at a single model answer. It also expands document ingestion, with OCR for images plus PDF, DOCX, XLSX, and code/text support.

// ANALYSIS

This is the kind of update that moves an open-source chat app from novelty to utility. The important part is not the UI polish, but the retrieval loop: query expansion, parallel search, deep scraping, and synthesis with citations.

  • Multi-query planning plus DuckDuckGo Lite and YouTube search make it feel closer to a deep-research engine than a normal chatbot.
  • OCR, PDF, DOCX, XLSX, and code/text ingestion let users ground answers in files, not just web pages.
  • Inline citations, extracted images, and embedded videos are the right trust signals for a research-first product.
  • The tradeoff is that it still relies on Ollama cloud access and proxy-based scraping, so self-hosted is a better fit than fully offline.
  • Its new listing in Awesome AI Web Search should help it reach the exact audience that cares about search-centric LLM tooling.
// TAGS
lorphllmsearchchatbotagentopen-sourceself-hosted

DISCOVERED

59d ago

2026-03-29

PUBLISHED

59d ago

2026-03-29

RELEVANCE

8/ 10

AUTHOR

Fantastic-Market-790