| search_chartsA | Search for historically similar chart patterns. Input a symbol and date (e.g. 'AAPL 2024-06-15') to find the top 10
most similar historical charts from 800M+ minute bars.
Results include match scores and similarity distances.
Args:
query: Symbol + date, e.g. 'AAPL 2024-06-15' or 'TSLA 6/15/24 3d'
timeframe: Session: rth (regular hours), premarket, rth_3d, rth_5d, or auto
top_n: Number of results (1-50)
|
| get_follow_throughA | Get forward return analysis for search results. Pass the results from search_charts to see what happened 1, 3, 5, and 10
days later in each historical match. Returns % returns and cumulative paths.
Args:
results: Search results from search_charts (list of {symbol, date, timeframe, metadata})
|
| get_pattern_summaryB | Generate an AI-written plain English summary of pattern search results. Returns a concise 2-3 sentence summary suitable for retail traders.
Args:
query_label: Human-readable query label (e.g. 'AAPL 2024-06-15')
n_matches: Number of matches found
horizon_returns: Forward returns dict {1: [...], 3: [...], 5: [...], 10: [...]}
|
| get_statusA | Get Chart Library database statistics. Returns total embeddings, coverage percentage, date range, and distinct symbols. |
| analyze_patternA | Complete pattern analysis in one call: search + follow-through + AI summary. This is the recommended tool for most use cases. It combines search_charts,
get_follow_through, and get_pattern_summary into a single call.
Returns matching patterns, forward return statistics (1/3/5/10 day),
outcome distribution, and an AI-written summary.
Args:
query: Symbol + date, e.g. 'AAPL 2024-06-15' or 'TSLA 6/15/24 3d'
timeframe: Session: rth (regular hours), premarket, rth_3d, rth_5d, or auto
top_n: Number of results (1-50)
include_summary: Whether to include AI-generated summary (default True)
|
| get_discover_picksA | Get top daily chart pattern picks ranked by interest score. Returns the most interesting patterns from the automated nightly scan,
with AI summaries, predicted returns, and confidence scores.
Args:
date: Date in YYYY-MM-DD format (defaults to latest available)
limit: Max picks to return (1-50, default 20)
|
| search_batchA | Search for similar patterns across multiple symbols at once. Batch version of search_charts — runs parallel searches for up to 20 symbols
on the same date and returns forward return statistics for each.
Args:
symbols: List of ticker symbols (max 20), e.g. ['AAPL', 'MSFT', 'NVDA']
date: Date in YYYY-MM-DD format
timeframe: Session: rth, premarket, rth_3d, rth_5d (default rth)
top_n: Number of results per symbol (1-50)
|
