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Browsing: build
How to Build Technical Analysis and Backtesting Workflow with pandas-ta-classic, Strategy Signals, and Performance Metrics
entries = df.index[(df[“pos”].diff() == 1)] exits = df.index[(df[“pos”].diff() == -1)] fig, (ax1, ax2, ax3) = plt.subplots( 3, 1, figsize=(13, 10), sharex=True, gridspec_kw={“height_ratios”: [3, 1, 2]}, )…
# Introduction Imagine signing up for an online course, clicking through 40 slides, passing a quiz you Googled your way through, and receiving a certificate. Did…
A Coding Implementation to Build Agent-Native Memory Infrastructure with Memori for Persistent Multi-User and Multi-Session LLM Applications
banner(“Part 5 — Streaming”) mem.attribution(entity_id=”[email protected]”, process_id=”personal-assistant”) stream = client.chat.completions.create( model=MODEL, messages=[{“role”: “user”, “content”: “In two sentences, what do you remember about me?”}], stream=True, ) print(“[stream] “,…
How to Build a Cost-Aware LLM Routing System with NadirClaw Using Local Prompt Classification and Gemini Model Switching
if proxy_alive(): print(“\n[10] Mixed 10-prompt workload…”) workload = [ “Capital of France?”, “Read foo.py”, “Type hint for a list of dicts”, “Lowercase: HELLO”, “One-sentence summary of…
How to Build a Single-Cell RNA-seq Analysis Pipeline with Scanpy for PBMC Clustering, Annotation, and Trajectory Discovery
In this tutorial, we perform an advanced single-cell RNA-seq analysis workflow using Scanpy on the PBMC-3k benchmark dataset. We start by loading the dataset, inspecting its…
# Introduction You’ve probably typed a question into a search bar and gotten results that matched your words but completely missed your meaning. Or watched a…
If you’re an aspiring AI engineer looking to sharpen your skills, building AI agents is one of the most effective ways to get hands-on experience. AI…
Build a CloakBrowser Automation Workflow with Stealth Chromium, Persistent Profiles, and Browser Signal Inspection
def cloakbrowser_tutorial_job(): results = { “basic_launch”: None, “advanced_context”: None, “storage_restore”: None, “persistent_profile”: None, “rendered_extraction”: None, “static_parsing”: None, “errors”: [], } print_section(“1. Basic CloakBrowser launch”) browser =…
How to Build a Fully Interactive Multi-Page NiceGUI Application with Real-Time Dashboard, CRUD Operations, File Upload, and Async Chat
import sys import subprocess subprocess.run([sys.executable, “-m”, “pip”, “install”, “-q”, “nicegui”], check=True) import threading, time, random, asyncio, base64, socket from datetime import datetime from nicegui import ui,…
class CalculatorSkill(Skill): def _define_metadata(self): return SkillMetadata( name=”calculator”, description=”Evaluate mathematical expressions. Supports arithmetic, powers, and ” “math functions: sqrt, abs, round, log, sin, cos, tan.”, category=SkillCategory.REASONING, tags=[“math”,…
