New report: The state of agentic finance 2026
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The Valyu blog

Product news and building with Valyu.

Practical guides, research, and ideas from the team building search for AI.

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Valyu DeepResearch SoTA DRACO Results
Product & company

Introducing DeepResearch

DeepResearch is an AI-native research API. SoTA performance, at less than half the cost of the next-best system. Built for enterprise knowledge work and frontier AI applications.

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49 articles
A refined editorial tabletop with source dossiers, tracing paper, a magnifying loupe and plum threads branching between evidence piles.
Research & insights

Tavily vs Valyu

Compare Tavily Research and Valyu DeepResearch: supported attachments, hard versus preferred sources, drug-label datasets, licensed papers and report files.

A white architectural model of a modular building assembled from card blocks on a drafting table, with spare blocks lined up beside it, one of them plum.
Research & insights

The Funds Furthest Ahead on AI Research Are Building Their Own Platforms

The funds furthest ahead on AI research have mostly stopped buying end-to-end platforms. Small in-house teams are codifying the fund's own research framework into AI workflows and buying the data underneath.

A plum and brass cutting press separates a technical document into smaller paper sections, with an uncut stack beside it.
Research & insights

Learned Contextual Chunking: From LLM Supervision to Fast CPU Inference

How Valyu uses LLM supervision to train XGBoost document chunkers on CPU, comparing evidence retrieval and chunking latency against Gemma 12B.

NDA x Valyu case study hero
Product & company

CASE STUDY: How the UK Nuclear Decommissioning Authority use Valyu to power horizon scanning

How a real-time horizon-scanning capability powered by Valyu is helping the Nuclear Decommissioning Authority bring relevant developments into view sooner.

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Guides & tutorials

Packing Five Models onto One GPU

How Valyu serves a five-model routing stack from one Blackwell GPU with CUDA MPS, affinity routing, task-specific batching, and CRIU snapshot restore.

Product & company

CASE STUDY: How o11 uses Valyu as the data layer for financial AI agents

How o11 (YC W26) uses Valyu to ground its financial AI agents in SEC filings, company data, news, and more - skipping months of indexing and partnerships.

Product & company

ChemRxiv Is Now in Valyu: Chemistry Preprints for AI Agents

ChemRxiv chemistry preprints are now in Valyu - full-text search for AI agents, across the Search and DeepResearch APIs.

Storke and Valyu partnership case study hero
Product & company

CASE STUDY: How Storke uses Valyu to cut clinical evaluation timelines in half

How Storke uses Valyu APIs to cut clinical evaluation timelines by half, grounding clinical evaluation reports in academic and regulatory literature.