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AI-powered coding assistant with vector search - no compilation required

Project description

Think AI CLI

AI-powered coding assistant with vector search capabilities. Uses CPU-optimized vector search for maximum compatibility.

Installation

pip install think-ai-cli

For environments without SWIG (like Vercel), use alternative vector search:

pip install think-ai-cli[annoy]  # Uses Annoy instead of FAISS

Features

  • 🔍 Semantic Code Search - Find similar code patterns using AI
  • 🚀 Code Generation - Generate code from natural language prompts
  • 📊 Code Analysis - Analyze code for patterns and improvements
  • 💾 Local Knowledge Base - Build your own code snippet database
  • 🎨 Beautiful CLI - Rich terminal UI with syntax highlighting

Usage

Search for code patterns

think search "implement binary search"

Add code to knowledge base

think add --file example.py --language python --description "Binary search implementation"

Generate code

think generate "create a REST API endpoint" --language python

Analyze code

think analyze mycode.py

Interactive mode

think interactive

Examples

# Add a code snippet
think add --code "def fibonacci(n): return n if n <= 1 else fibonacci(n-1) + fibonacci(n-2)" \
         --language python \
         --description "Recursive Fibonacci"

# Search for similar patterns
think search "fibonacci sequence"

# Generate new code based on examples
think generate "iterative fibonacci function" --language python

Requirements

  • Python 3.8+
  • No GPU required (CPU-optimized)
  • Works on all platforms (Windows, macOS, Linux)

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