Browsing: Python

In this tutorial, we build an advanced workflow around Anthropic’s financial-services repository and reproduce its skill-driven architecture in pure Python. We begin by installing the required…

TL;DR I pipeline that compiles a folder of raw, messy text notes into a linked, linted markdown wiki. No LLM calls, no embeddings, no external APIs,…

banner(“4. IN-MEMORY KV CACHE (cup.cache)”) try: from cup import cache kv = cache.KVCache(name=”demo”) kv.set({“user:1”: “alice”, “user:2”: “bob”}, expire_sec=2) kv.set({“config:flag”: “on”}, expire_sec=None) print(“size after sets :”, kv.size())…

plt.figure(figsize=(13, 9)) pos = nx.spring_layout(UG, k=0.7, seed=42) nx.draw_networkx_edges(UG, pos, alpha=0.25) nx.draw_networkx_nodes( UG, pos, node_color=[node_comm.get(n, 0) for n in UG.nodes], node_size=[300 + 4000 * deg.get(n, 0) for…

import time, json, gc, math, urllib.request import torch, numpy as np, soundfile as sf, librosa print(“>>> PHASE 2: running tutorial\n”) print(“NumPy:”, np.__version__, “| PyTorch:”, torch.__version__) print(“CUDA…

def make_rag_chunks(rows, max_chars=700): chunks = [] for row in rows: text = ( row.get(“text_preview”) or row.get(“rendered_text”) or row.get(“description”) or “” ) text = normalize_text(text) if not…

marks an important point in the evolution of the world’s most popular programming language. While Python has long been acknowledged for its readability and large ecosystem,…

def extract_function_source(full_text, function_name): text = full_text.replace(“\r\n”, “\n”) fence = re.search(r”“`(?:python)?\n(.*?)“`”, text, flags=re.S | re.I) if fence: text = fence.group(1) pattern = rf”^def\s+{re.escape(function_name)}\s*\(” match = re.search(pattern, text,…

print(“\n” + “=” * 90) print(“[5] cuTile kernels are defined only if cuda.tile imports successfully”) print(“=” * 90) if cutile_import_ok: ConstInt = ct.Constant[int] @ct.kernel def cutile_vec_add_direct_kernel(a,…

in American culture is the following: “You can’t have your cake and eat it too.” I find this sentence extremely poetic but also very practical and…