Show HN: Getting full-text scientific content into LLMs+Agents is stupidly hard
https://www.valyu.network/blogs/deepsearch-v2-updates
Most APIs don’t return actual content. You get metadata, maybe an abstract, maybe a snippet...never the thing itself. And if you want proper sources like arXiv, PubMed, or major publishers? Good luck. You’re stuck scraping tens of millions PDFs or semantic scholar and building your own ingestion pipeline.We hit this building agentic workflows and RAG backends. What we needed wasn’t “search”, it...