An intelligent platform that analyzes any user prompt (even bad or vague ones) and recommends the most suitable AI tools across domains like Text, Image, Audio, Video, Code, Productivity, and Data.
This project uses:
- Prompt rewriting
- Intent extraction
- Semantic embeddings
- Tool similarity matching
- Local LLM support (Ollama)
- Clean web UI with chatbot support
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🔍 Prompt Analysis
- Works even with badly structured prompts
- Rewrites prompts into a clean, usable form
- Extracts intent automatically
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🧠 AI Tool Recommendation
- Matches prompts with the best AI tools
- Uses vector embeddings + cosine similarity
- Confidence score for recommendations
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🛠 Tool Details
- Click any tool to view:
- Description
- Domain
- Use cases
- Pricing
- Official website
- Click any tool to view:
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💬 Ask AI Chatbot
- Chat with an AI assistant inside the UI
- Copy responses easily
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🎙 Voice Input (Browser)
- Convert voice → prompt using Web Speech API
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🧩 Tool Comparator
- Select multiple tools and compare features
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🛡 Moderation & Safety
- Filters unsafe or restricted prompts
- Logs low-quality or unclear prompts for learning
- Python
- FastAPI
- NumPy
- Ollama (Local LLM + Embeddings)
- nomic-embed-text
- HTML + CSS
- Vanilla JavaScript
- Fetch API
- Web Speech API (Voice input)