---
title: Search & streaming data | SpinForge
url: https://spin-forge.com/solutions/search-data
description: Search vectors, summarize streams and compute graph results with checks suited to each output.
---

SOLUTIONS / FORGE15 [The full offering](https://spin-forge.com/platform)

# More data.
More explicit checks.

Search vectors, summarize streams and compute graph results with checks suited to each output.

[Discuss this workload](https://spin-forge.com/contact?product=solution-search-data)

START WITH THE METHOD

## The tools.
For this work.

[SEARCH & DATA

### ANNForge

Approximate nearest-neighbor search over large vector collections, with recall checked against exact reference queries.](https://spin-forge.com/forge15/annforge) [SEARCH & DATA

### sketchstream

Streaming frequency and distinct-count estimation designed for large streams with a small memory footprint.](https://spin-forge.com/forge15/sketchstream) [SEARCH & DATA

### GraphForge

Graph-analysis software for PageRank, connected components and shortest paths, with independent result checks.](https://spin-forge.com/forge15/graphforge)

ACCEPTANCE

## Keep the original problem.
Check the useful result.

Choose the query set, graph semantics or stream update model. Measure ingestion, transfers, compute, recall or error, and checking costs within agreed boundaries.

[The verification guide](https://spin-forge.com/forge15/verification) [Scope an assessment](https://spin-forge.com/engineering/assessment) [Plan the implementation](https://spin-forge.com/integration)