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Build a Nanobot-Style AI Agent in Google Colab with Tool Calling, Session Memory, Skills, and MCP Servers
import subprocess, sys def _pip_install(*pkgs): try: subprocess.run(, check=True) except Exception as e: print(f"(pip install skipped/failed for {pkgs}: {e})") _HAVE_OPENAI = False try: import openai _HAVE_OPENAI…
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The Hot Path Belongs to GBDTs, Agents Own the Cold Path: A Payment-Fraud Benchmark
a question that keeps coming up in payments work: can an LLM…
Vector RAG Isn’t Enough — I Built a Context Graph Layer for Multi-Agent Memory
I wasn’t trying to build a new memory architecture. I was trying…
DeepReinforce Releases Ornith-1.0: An Open-Source Coding Model Family That Learns Its Own RL Scaffolds
DeepReinforce has released Ornith-1.0, an open-source model family built for agentic coding.…
Beyond the Straight Line: Choosing Between OLS, Interaction Terms, and Tweedie Regression
a machine learning model to predict how much money customers will spend…
3 Agents. 3 LLMs. 1 Aging GPU: Engineering Parallel Inference on Bare Metal
agents using three different LLMs. You have one ancient GPU and you…
Letting an LLM Pick the Right RAG Page: The Arbiter Pattern at the End of Retrieval
of Enterprise Document Intelligence, a series that builds an enterprise RAG system…
Baidu Releases Unlimited OCR, a 3B Model That Keeps the KV Cache Flat for Long-Document Parsing
Most end-to-end OCR models slow down as output grows. Each generated token…
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