Quick classifier training with automatic model selection, hyperparameter tuning, and comprehensive evaluation metrics.
AI & LLM
LLM integrations, prompt engineering, and AI orchestration
Cluster data using K-Means, DBSCAN, hierarchical clustering. Use for customer segmentation, pattern discovery, or...
Use when asked to profile Python code performance, identify bottlenecks, measure execution time, or analyze function...
Extract dominant colors from images, generate color palettes, and export as CSS, JSON, or ASE with K-means clustering.
Compare document similarity using TF-IDF, cosine similarity, and Jaccard index. Use for plagiarism detection,...
Use when asked to generate legal contracts, agreements, or documents from templates with variable substitution and...
Find and visualize correlations between variables in datasets. Use for data exploration, feature selection, or...
Build and validate cron expressions from natural language. Convert between human-readable schedules and cron syntax...
Technical analysis with 29+ indicators (BB, Ichimoku, RSI, MACD). Generates 7-tier trading signals with divergence...
Convert currencies with real-time exchange rates, historical data, and multi-currency calculations.
Detect and mask PII (names, emails, phones, SSN, addresses) in text and CSV files. Multiple masking strategies with...
Assess data quality with checks for missing values, duplicates, type issues, and inconsistencies. Use for data...
Transform CSV/Excel data into narrative reports with auto-generated insights, visualizations, and PDF export....
Convert between data formats (JSON, CSV, XML, YAML, TOML). Handles nested structures, arrays, and preserves data...
Compare two datasets to find differences, added/removed rows, changed values. Use for data validation, ETL...
Use when asked to parse, normalize, standardize, or convert dates from various formats to consistent ISO 8601 or...
Analyze Python imports and dependencies. Use to understand project structure, find unused imports, or generate...
Calculate distances between geographic coordinates, find nearby points, and compute travel distances. Use for...
Convert between 8 formats (PDF, DOCX, PPTX, XLSX, TXT, CSV, MD, HTML). Best-effort text extraction, batch...
Generate formatted expense reports from receipt data or CSV. Create professional PDF reports with categorization,...
Auto-generate features with encodings, scaling, polynomial features, and interaction terms for ML pipelines.
Financial calculations: loans, investments, NPV/IRR, retirement planning, Monte Carlo simulations. Generates tables,...
Generate flowcharts from YAML/JSON definitions or Python DSL. Supports standard flowchart shapes, swimlanes, and...
Fill PDF forms programmatically with data from JSON, CSV, or dictionaries. Support for text fields, checkboxes, and...