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Third‑party libraries

9 articles · Page 1 of 1
Xiaolong Cloud Tech Team
Xiaolong Cloud Tech Team
Nov 6, 2025 · Artificial Intelligence

How to Make Large Language Models Understand Third‑Party Java Packages – A Full Case Study

This article examines why AI code assistants struggle to read compiled third‑party Java libraries, documents a failed attempt using Cursor, and presents three solutions—including manual source feeding, read_file tools, and a local decompiler (MCP)—detailing their implementation, trade‑offs, and performance.

AI assistantsThird‑party librariesbackend development
0 likes · 20 min read
How to Make Large Language Models Understand Third‑Party Java Packages – A Full Case Study
DaTaobao Tech
DaTaobao Tech
Sep 8, 2025 · Artificial Intelligence

How to Make Large Language Models Understand Third‑Party Java Packages: From Failure to Success

This article explains why AI coding assistants like Cursor and Claude fail to read external Java libraries, explores naive "feed‑the‑code" tricks, evaluates built‑in IDE tools, and ultimately presents a robust solution using a local decompilation pipeline (MCP) that lets LLMs query class definitions and generate correct backend code.

AI code generationJava decompilationLarge Language Models
0 likes · 19 min read
How to Make Large Language Models Understand Third‑Party Java Packages: From Failure to Success
BirdNest Tech Talk
BirdNest Tech Talk
Feb 1, 2025 · Fundamentals

Can Go Harness SIMD for High‑Performance Computing? A Deep Dive

This article examines SIMD (Single Instruction Multiple Data) technology, its relevance to Go’s performance goals, the challenges of integrating SIMD into Go’s design, current standard‑library limitations, third‑party libraries, compiler support, and practical assembly examples, concluding with prospects for future Go SIMD adoption.

AssemblyGoSIMD
0 likes · 15 min read
Can Go Harness SIMD for High‑Performance Computing? A Deep Dive
Test Development Learning Exchange
Test Development Learning Exchange
Oct 24, 2024 · Fundamentals

Common Built‑in Functions and Popular Third‑Party Libraries in Python with Examples

This article lists essential Python built‑in functions, introduces widely used third‑party libraries such as NumPy, Pandas, Matplotlib, Scikit‑learn, TensorFlow, Requests, Beautiful Soup, Flask/Django, SQLAlchemy, SciPy, Pillow and OpenCV, and provides concrete code examples demonstrating their usage.

PythonThird‑party librariesbuilt-in functions
0 likes · 21 min read
Common Built‑in Functions and Popular Third‑Party Libraries in Python with Examples
Test Development Learning Exchange
Test Development Learning Exchange
Sep 10, 2024 · Fundamentals

Python Basics: Dictionaries, Sets, File Operations, Regular Expressions, Logging, Unit Testing, Profiling, and Third‑Party Libraries

This article introduces core Python concepts—including dictionaries and sets as key‑value and unique collections, file and directory manipulation with the os module, regular expression handling, logging setup, unit testing with unittest, performance profiling via cProfile, and using popular third‑party libraries such as requests and BeautifulSoup.

Data StructuresFile OperationsPython
0 likes · 7 min read
Python Basics: Dictionaries, Sets, File Operations, Regular Expressions, Logging, Unit Testing, Profiling, and Third‑Party Libraries