Build a Hybrid CSV Intelligence Agent with RAG, Pandas, and LLM Judge

In this tutorial, we will build a Hybrid CSV Intelligence Agent that allows you to chat with a CSV file using AI. When you ask a question, the system uses two methods — the Pandas Agent and the RAG Pipeline to generate the best possible answer. The AI (LLM) then compares both answers and selects the one that provides the most accurate and relevant response to your question.
You ask a question → both methods try to answer → the AI selects the best result.
This makes the assistant accurate for numeric/data queries and smart for descriptive ones.

Google Colab Code:
https://colab.research.google.com/drive/1Gr2U8w58KUAl2hGnAfbXHEIOtNbSJXOa?usp=sharing

*🧑🏻‍💻 My AI and Computer Vision Courses⭐*

*📗Build AI Agents with LangChain v1: Deep Agents & Tools 2026 (13$)*
https://www.udemy.com/course/build-ai-agents-with-langchain-v1-deep-agents-tools-2026/?couponCode=APRIL13DOLLARS

*📗YOLO26 Bootcamp: Real-Time Detection, Segmentation & Pose (13$)*
https://www.udemy.com/course/yolo26-bootcamp-real-time-detection-segmentation-pose/?couponCode=APRIL13DOLLARS

*📘Hands-On RAG Bootcamp: Build Apps with LangGraph & LangChain (13$)*
https://www.udemy.com/course/hands-on-rag-bootcamp-build-apps-with-langgraph-langchain/?couponCode=APRIL13DOLLARS

*📙Complete Computer Vision Bootcamp: YOLO to Multimodal AI (13$)*
https://www.udemy.com/course/complete-computer-vision-bootcamp-yolo-to-multimodal-ai/?couponCode=APRIL13COUPON

*📚 Generative AI, LLM Apps & AI Agents Masterclass 2026 (13$)*
https://www.udemy.com/course/ai-agents-with-n8n-automate-anything-with-no-code/?couponCode=APRIL13DOLLARS

*📘 YOLOv12 & YOLO26: Custom Object Detection & Web Apps 2026 (13$)*
https://www.udemy.com/course/yolov12-custom-object-detection-tracking-webapps/?couponCode=APRIL13DOLLARS

*📙 Modern Computer Vision with OpenCV 2026 (13$)*
https://www.udemy.com/course/modern-computer-vision-with-opencv/?couponCode=APRIL13DOLLARS

*📚 YOLO11 & YOLOv12: Object Detection & Web Apps in Python 2026 (13$)*
https://www.udemy.com/course/yolo11-custom-object-detection-web-apps-in-python-2024/?couponCode=APRIL13COUPON

*📘 AI 4 Everyone: Build Generative AI & Computer Vision Apps (13$)*
https://www.udemy.com/course/ai-4-everyone-dive-into-modern-ai-with-llama-31-and-gemini/?couponCode=APRIL13DOLLARS

*📙 YOLOv9, YOLOv10 & YOLO11: Learn Object Detection & Web Apps (13$)*
https://www.udemy.com/course/yolov9-learn-object-detection-tracking-with-webapps/?couponCode=APRIL13COUPON

*📕 LangChain: Build 26 LLM Apps with OpenAI, Llama & DeepSeek (14$)*
https://www.udemy.com/course/learn-langchain-build-12-llm-apps-using-openai-llama-2/?couponCode=APRIL13COUPON

*📚 Computer Vision Web Development: YOLOv8 and TensorFlow.js (13$)*
https://www.udemy.com/course/computer-vision-web-development/?couponCode=APRIL13COUPON

*📕 Learn OpenCV: Build # 30 Apps with OpenCV, YOLOv8 & YOLO-NAS (13$)*
https://www.udemy.com/course/learn-opencv-build-30-apps-with-opencv-yolov8-yolo-nas/?couponCode=APRIL13COUPON

*📗 Computer Vision Bootcamp with Python: YOLO, SAM & RF-DETR (13$)* https://www.udemy.com/course/yolo-nas-object-detection-tracking-web-app-in-python-2023/?couponCode=APRIL13COUPON

*📘 YOLO-NAS The Ultimate Course for Object Detection & Tracking (13$)* https://www.udemy.com/course/yolo-nas-the-ultimate-course-for-object-detection-tracking/?couponCode=APRIL13COUPON

*📙 YOLO Object Detection Bootcamp: YOLOv5 to YOLO26 2026 (13$)* https://www.udemy.com/course/yolov8-the-ultimate-course-for-object-detection-tracking/?couponCode=APRIL13DOLLARS

*📚 YOLOv7 YOLOv8 YOLO-NAS: Object Detection, Tracking & Web Apps in Python 2023 (13$)* https://www.udemy.com/course/yolov7-object-detection-tracking-with-web-app-development/?couponCode=APRIL13COUPON
_______________________________________________________________
*Support Us on Patreon*
https://www.patreon.com/user?u=86750182
_______________________________________________________________
*Don't forget to connect with me*
👉 LinkedIn: https://www.linkedin.com/in/muhammad-moin-7776751a0/
🤖 GitHub: https://github.com/MuhammadMoinFaisal
_______________________________________________________________
*⚒️Freelance Work*
https://www.upwork.com/freelancers/~010c0e127772f371efe
_______________________________________________________________
*For Consultation Call 📞*
https://www.upwork.com/freelancers/~010c0e127772f371efe

Happy Coding!

Tags:
#rag #hybridcsvagent #csvagent #aiagents #aiagent #pandas #generativeai #genai

Видео Build a Hybrid CSV Intelligence Agent with RAG, Pandas, and LLM Judge канала Muhammad Moin