Your project combines multi-agent AI with multi-modal capabilities (text, speech, and image processing). Here’s the full tech stack:
🔹 Purpose: Converts user’s spoken queries into text.
🔹 Tools & Libraries:
✔ Vosk (Offline) / Google STT (Cloud) → Speech recognition
✔ Python SpeechRecognition → Handles audio input
✔ Pyaudio → Captures microphone input
🔹 Purpose: Classifies waste from images using AI vision.
🔹 Tools & Libraries:
✔ YOLOv8 (Ultralytics) → Object detection model
✔ OpenCV → Image processing
✔ Torch/TensorFlow → Model inference
✔ Roboflow (Optional) → Dataset preparation
🔹 Purpose: Retrieves and explains disposal laws using AI-powered search.
🔹 Tools & Libraries:
✔ LLM (GPT-4-Turbo) → Understands queries & generates responses
✔ RAG (Retrieval-Augmented Generation) → Searches laws dynamically
✔ Pinecone/ChromaDB → Stores biomedical waste rules for retrieval
✔ LangChain → Manages retrieval-based AI interactions
✔ BeautifulSoup + Scrapy → (Optional) Web scrapers for real-time legal updates
🔹 Purpose: Generates responses in both text & speech.
🔹 Tools & Libraries:
✔ GPT-4-Turbo / LLaMA 3 → Text response generation
✔ Google TTS / Coqui AI → Converts text to speech
✔ Pygame → Plays audio responses
🔹 Purpose: Orchestrates all AI agents to work together.
🔹 Tools & Libraries:
✔ CrewAI → Multi-agent AI framework for modular workflow
🔹 Purpose: Ensures a scalable and interactive system.
🔹 Tools & Libraries:
✔ FastAPI / Flask → Backend API for handling requests
✔ Docker → Containerized deployment
✔ Streamlit / Gradio → (Optional) Simple UI for users
🔹 Purpose: Stores regulations, past queries, and logs.
🔹 Tools & Libraries:
✔ MongoDB / PostgreSQL → Stores structured & unstructured data
✔ Firebase / Supabase → (Optional) Cloud storage & authentication
🚀 Final System Overview
- Multi-Agent AI (CrewAI)
- Multi-Modal Interaction (Vision + Speech + Text)
- LLM + RAG for Legal Compliance
- YOLOv8 for Waste Detection
- Text & Voice Output for User Engagement
This stack ensures your project is scalable, modular, and intelligent! 🔥 Let me know if you need refinements. 🚀