rjurney

CLAUDE.md

This file provides guidance to Claude Code (claude.ai/code) when working with code in this repository.

Commands

• Install Dependencies: poetry install
• Run CLI: poetry run abzu
• Build/Generate abzu/baml_client code: baml-cli generate
• Test baml_src code: baml-cli test, poetry run pytest tests/

rjurney

# This will effectively train the embedding model. MultipleNegativesRankingLoss did not work.
loss: losses.ContrastiveLoss = losses.ContrastiveLoss(model=sbert_model)

# These are default arguments for OnlineContrastiveLoss
loss: losses.OnlineContrastiveLoss = losses.OnlineContrastiveLoss(
    model=sbert_model,
    margin=0.5,  # Margin for contrastive loss
    distance_metric=SiameseDistanceMetric.COSINE_DISTANCE,
)

rjurney

CLAUDE.md

This file provides guidance to Claude Code (claude.ai/code) when working with code in this repository.

Commands

• Install Dependencies: poetry install
• Run CLI: poetry run abzu
• Build/Generate abzu/baml_client code: baml-cli generate
• Test baml_src code: baml-cli test, poetry run pytest tests/

rjurney

I'll show you how to structure data and prompts for effective technical analysis with LLMs. Here's a comprehensive approach:

1. Data Preparation Structure

import pandas as pd
import numpy as np
from typing import Dict, List, Tuple

def prepare_ta_data(df: pd.DataFrame) -> pd.DataFrame:

rjurney

Click Conversion Guide for Abzu CLI

This document serves as a guide for converting the existing argparse-based CLI to use Click.

Key Click Features to Leverage

1. Decorator-based Command Pattern
   • Use @click.command() and @click.group() decorators
   • Replace manual subparser creation with nested command groups

rjurney

{
    "permissions": {
        "allow": [
            "Bash(git status:*)",
            "Bash(git diff:*)",
            "Bash(git log:*)",
            "Bash(git add:*)",
            "Bash(git grep:*)",
            "Bash(poetry update:*)",
            "Bash(pip show:*)",

rjurney

{
    "permissions": {
        "allow": [
            "Bash(git status:*)",
            "Bash(git diff:*)",
            "Bash(git log:*)",
            "Bash(poetry update:*)",
            "Bash(pip show:*)",
            "Bash(pip freeze:*)",
            "Bash(pip list:*)",

rjurney

class Solution:
    openers = ["(", "{", "["]
    closers = [")", "}", "]"]
    valid = openers + closers

    def __init__(self):
        self.stack = []

    def push(self, x):
        self.stack.append(x)

rjurney

from collections import defaultdict
from pprint import pprint


class Solution:
    def longestCommonPrefix(self, strs: List[str]) -> str:
        str_count = len(strs)
        min_len = min([len(s) for s in strs])
        print(f"Minimum string length: {min_len:,}")

rjurney

from graphframes.lib import AggregateMessages as AM
from graphframes.examples import Graphs
from pyspark.sql.functions import sum as sqlsum


g = Graphs(spark).friends()  # Get example graph

# For each user, sum the ages of the adjacent users
msgToSrc = AM.dst["age"]
msgToDst = AM.src["age"]