marktechpost

A Coding Implementation to Build a Complete Self-Hosted LLM Workflow with Ollama, REST API, and Gradio Chat Interface

import os, sys, subprocess, time, json, requests, textwrap from pathlib import Path def sh(cmd, check=True): """Run a shell command, stream output.""" p = subprocess ...
IEEE

Leveraging Stack Overflow to Detect Relevant Tutorial Fragments of APIs

Abstract: Developers often use learning resources such as API tutorials and Stack Overflow (SO) to learn how to use an unfamiliar API. An API tutorial can be divided into a number of consecutive units ...
marktechpost

A Step-by-Step Implementation Tutorial for Building Modular AI Workflows Using Anthropic’s Claude Sonnet 3.7 through API and LangGraph

In this tutorial, we provide a practical guide for implementing LangGraph, a streamlined, graph-based AI orchestration framework, integrated seamlessly with Anthropic’s Claude API. Through detailed, ...
IEEE

DeepREST: Automated Test Case Generation for REST APIs Exploiting Deep Reinforcement Learning

Abstract: Automatically crafting test scenarios for REST APIs helps deliver more reliable and trustworthy web-oriented systems. However, current black-box testing approaches rely heavily on the ...
GitHub

GitHub - shivangi-rb/DRF-Rest-API-Tutorial-testing: Django Rest API Tutorial Repo

In the above part we just created a simple API using django's default json concept. But this is not the proper way to create an API we need some architecture or rules to follow for creating an API ...