Education

Topic Cohesion Analysis

Analyze and measure how well content maintains thematic consistency and topic coherence across documents, articles, or conversations.

0.0K runs

Deploy Recipe

from mixpeek import Mixpeek

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

# Create a collection for topic cohesion analysis
client.collections.create(
    feature_extractors=[
        "topic-modeling",
        "text-embedding",
        "keyword-extraction"
    ]
)

Feature Extractors

Topic Modeling

Discover abstract topics and themes across document collections

490K runs

Text Embedding

Extract semantic embeddings from documents, transcripts and text content

827K runs

Keyword Extraction

Identify and extract key phrases and important terms from text

615K runs

Retrievers

KNN Search

K-Nearest Neighbor search for finding similar vectors based on distance metrics

450K runs

Industry Resources

Education Resources