Documents where a chart contradicts a text claim

Identify documents where data visualizations in charts conflict with statements made in nearby text. Useful for fact-checking reports in finance, healthcare, and journalism.

document

4.3K runs

Deploy Recipe

"Documents where a chart showing decreased revenue contradicts a paragraph claiming growth"

from mixpeek import Mixpeek

client = Mixpeek("your-api-key")

# Create a collection for chart and claim analysis
client.collections.create(
    feature_extractors=[
        "pdf-extraction",
        "chart-graph-extraction",
        "late-interaction-ranker"
    ]
)

Feature Extractors

PDF Text Extraction

Extract structured text and layout information from PDFs

645K runs

Chart & Graph Extraction

Extract and interpret visual charts and graphs from PDFs

340K runs

Late Interaction Ranker

Ranks a list of documents against a query using late interaction models (e.g., ColBERT). Produces relevance scores.

0K runs

Retrievers

Hybrid KNN Search

Combines vector similarity with keyword matching for improved retrieval accuracy

325K runs