ReactJS
GitHub API
Recommendation Agents
MongoDB
AWS
Community
Community platform with intelligent content curation agents and user matching algorithms
A community-driven platform that leverages intelligent content curation agents and user matching algorithms to create meaningful connections and foster knowledge sharing among developers and tech enthusiasts.
Open Web is a comprehensive community platform designed to connect developers, share knowledge, and build meaningful professional relationships. The platform uses AI-powered recommendation systems to curate content and match users based on their interests, skills, and goals.
// Content recommendation algorithm
class RecommendationEngine {
constructor() {
this.userPreferences = new Map();
this.contentFeatures = new Map();
this.collaborativeFilter = new CollaborativeFilter();
}
async getRecommendations(userId) {
const userProfile = await this.getUserProfile(userId);
const userInterests = this.extractInterests(userProfile);
const similarUsers = await this.findSimilarUsers(userInterests);
return this.generateRecommendations(similarUsers, userInterests);
}
extractInterests(profile) {
return {
languages: profile.githubData.languages,
topics: profile.githubData.topics,
skills: profile.skills,
goals: profile.goals
};
}
}// User matching system
class UserMatchingSystem {
calculateCompatibility(user1, user2) {
const skillOverlap = this.calculateSkillOverlap(user1.skills, user2.skills);
const interestSimilarity = this.calculateInterestSimilarity(user1.interests, user2.interests);
const goalAlignment = this.calculateGoalAlignment(user1.goals, user2.goals);
return {
overallScore: (skillOverlap + interestSimilarity + goalAlignment) / 3,
skillOverlap,
interestSimilarity,
goalAlignment
};
}
async findMatches(userId, limit = 10) {
const user = await this.getUser(userId);
const allUsers = await this.getAllUsers();
const matches = allUsers
.filter(u => u.id !== userId)
.map(u => ({
user: u,
compatibility: this.calculateCompatibility(user, u)
}))
.sort((a, b) => b.compatibility.overallScore - a.compatibility.overallScore)
.slice(0, limit);
return matches;
}
}// GitHub API integration
class GitHubIntegration {
async fetchUserData(username) {
const [profile, repos, contributions] = await Promise.all([
this.fetchProfile(username),
this.fetchRepositories(username),
this.fetchContributions(username)
]);
return {
profile,
repositories: repos,
contributions,
languages: this.extractLanguages(repos),
topics: this.extractTopics(repos)
};
}
extractLanguages(repositories) {
const languageStats = {};
repositories.forEach(repo => {
if (repo.language) {
languageStats[repo.language] = (languageStats[repo.language] || 0) + 1;
}
});
return languageStats;
}
}