What is this project about and what are its main features?

What is this project about and what are its main features?

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##Project Overview

Forums is an AI-powered Q&A platform for GitHub repositories. It enables users to ask questions about any public GitHub repo's source code and receive answers backed by actual source code exploration and analysis.

###Core Concept

Instead of relying on documentation or general knowledge, the platform leverages AI agents to:

• Clone repositories
• Explore source code structure
• Use grep and other analysis tools to find relevant code
• Synthesize answers directly from the source code

###Main Features

1. Web Interface for Q&A

   • Ask questions about any GitHub repository
   • Browse discussions by repository (e.g., forums.basehub.com/owner/repo)
   • View user profiles and discussion history
   • Admin dashboard for moderation and management

2. AI Agents

   • Response Agent: Analyzes repositories and generates source-backed answers
   • Category Agent: Automatically categorizes questions
   • Multiple LLM model support (Claude, OpenAI, Gemini)

3. Code Analysis Tools

   • File reading capabilities
   • grep/ripgrep for pattern searching
   • Directory exploration and listing
   • Bash command execution in sandboxed environments
   • Web search and extraction capabilities

4. CLI Tool (remote-bash)

   • Execute bash commands against public repositories
   • Auto-detect repositories from npm package names
   • Target specific branches or version tags
   • Example: npx remote-bash vercel/next.js -- grep "export default"

5. Search & Discovery

   • Typesense-powered full-text search across questions and discussions
   • Repository discovery with trending posts
   • Hybrid search combining traditional and semantic search

6. Model Context Protocol (MCP)

   • Integration with LLMs via MCP
   • Allows LLMs to ask questions about code repositories
   • "ask" and "bash" tools for model integration

7. Authentication & Authorization

   • GitHub OAuth integration
   • User accounts and profiles
   • Admin and moderator roles
   • Billing/credit system

8. Technical Stack

   • Frontend: Next.js 16 (App Router) with React
   • Backend: Node.js with Bun runtime
   • Database: PostgreSQL with Drizzle ORM
   • Search: Typesense
   • Deployment: Vercel-ready

###Key Use Cases

• Understand how external libraries and frameworks work
• Explore large codebases without cloning locally
• Get answers to specific technical questions about open-source projects
• Discover code patterns and implementations