Gemini Pro with LangChain | Chat with Multiple Documents using LangChain, ChromaDB and Gemini Pro

In this video, we will look at how we can create a chatbot to chat with multiple documents using the power of LangChain as our framework to build a Q/A application, Chroma DB as our Vector Database and Gemini Pro as our Large Language Model (LLM).
👉 Complete Code:
github.com/MuhammadMoinFaisal...
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🧑🏻‍💻 My AI and Computer Vision Courses⭐:
📙 YOLOv9: Learn Object Detection, Tracking with WebApps (13$):
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📕 Learn LangChain: Build #22 LLM Apps using OpenAI & Llama 2 (14$):
www.udemy.com/course/learn-la...
📚 Computer Vision Web Development: YOLOv8 and TensorFlow.js (13$):
www.udemy.com/course/computer...
📕 Learn OpenCV: Build # 30 Apps with OpenCV, YOLOv8 & YOLO-NAS (13$):
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📗 YOLO-NAS, OpenAI, SAM with WebApps using Flask and Streamlit (13$): www.udemy.com/course/yolo-nas...
📘 YOLO-NAS The Ultimate Course for Object Detection & Tracking (13$): www.udemy.com/course/yolo-nas...
📙 YOLOv8: Object Detection, Tracking & Web Apps in Python 2023 (13$) : www.udemy.com/course/yolov8-t...
📚 YOLOv7 YOLOv8 YOLO-NAS: Object Detection, Tracking & Web Apps in Python 2023 (13$): www.udemy.com/course/yolov7-o...
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🤖 GitHub: github.com/MuhammadMoinFaisal
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Happy Coding!
⌛Time Stamps⏳
Introduction: 00:00
Application Architecture : 00:36
Setting Up the Environment: 06:43
Use LangChain to access Gemini Pro Model: 14:00
Use LangChain to access Gemini Pro Vision Model: 15:16
Chat with Documents: 19:40
Conclusion: 30:15
Tags:
#gemini #google #langchain #llms #geminipro #generativeai

[@muhammadmoinfaisal]

🧑🏻‍💻 My AI and Computer Vision Courses⭐:
📙 YOLOv9: Learn Object Detection, Tracking with WebApps (13$):
www.udemy.com/course/yolov9-learn-object-detection-tracking-with-webapps/?couponCode=JUNE13DOLLARS
📕 Learn LangChain: Build #22 LLM Apps using OpenAI & Llama 2 (14$):
www.udemy.com/course/learn-langchain-build-12-llm-apps-using-openai-llama-2/?couponCode=JUNE13DOLLARS
📚 Computer Vision Web Development: YOLOv8 and TensorFlow.js (13$):
www.udemy.com/course/computer-vision-web-development/?couponCode=JUNE13DOLLARS
📕 Learn OpenCV: Build # 30 Apps with OpenCV, YOLOv8 & YOLO-NAS (13$):
www.udemy.com/course/learn-opencv-build-30-apps-with-opencv-yolov8-yolo-nas/?couponCode=JUNE13DOLLARS
📗 YOLO-NAS, OpenAI, SAM with WebApps using Flask and Streamlit (13$): www.udemy.com/course/yolo-nas-object-detection-tracking-web-app-in-python-2023/?couponCode=JUNE13DOLLARS
📘 YOLO-NAS The Ultimate Course for Object Detection & Tracking (13$): www.udemy.com/course/yolo-nas-the-ultimate-course-for-object-detection-tracking/?couponCode=JUNE13DOLLARS
📙 YOLOv8: Object Detection, Tracking & Web Apps in Python 2023 (13$) : www.udemy.com/course/yolov8-the-ultimate-course-for-object-detection-tracking/?couponCode=JUNE13DOLLARS
📚 YOLOv7 YOLOv8 YOLO-NAS: Object Detection, Tracking & Web Apps in Python 2023 (13$): www.udemy.com/course/yolov7-object-detection-tracking-with-web-app-development/?couponCode=JUNE13DOLLARS

[@paulw5133]

I've watched all the videos about langchain and llama, they're really helpful. So many thanks.

[@muhammadmoinfaisal]

You're very welcome!

[@Entertainment-xm5lp]

Much appreciated!!

[@varinders143]

Thank you for the video; I was wondering if there is a way to reference an Excel dataset alongside the Gemini model's own data to improve the accuracy of analytical responses using this method. Do you think the same architecture could be used for something like an Excel + Gemini pipeline which answers questions based on both the data sources?

[@archita.wadhwa]

which is better , other open source models or gemini?? and also tell a few good open source LLM

[@ShubhangiSAXENA-vt6dz]

I have my own postgres vector db i want to use the same db for training gemini and fetching AI results

[@user-fv1cg4wy8t]

this goes through only one pdf document, but how can we go through multiple pdf's to find the one?

[@ogiwemycorinta5301]

Hello, sir. Please help me create a guide for fine-tuning the Llama2 model for free without payment.

[@jecloyacosta5934]

How can I create embeddings using Pinecone Vector DB? What is the code? When I apply the GoogleGenerativeAIEmbeddings using your previous video appraoch, it shows a type error saying that the 'GoogleGenerativeAIEmbeddings' object is not callable.

[@muhammadmoinfaisal]

With Pinecone as the Vector Database i will upload another video very soon

[@jecloyacosta5934]

Thank you

[@alenbabu3794]

Can you do with csv file

[@alenbabu3794]

Do with csv

[@alenbabu3794]

Please make a video gemini with csv instead of pdf