Chat with Multiple PDFs using Llama 2, Pinecone and LangChain (Free LLMs and Embeddings)

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Chat with Multiple PDFs using Llama 2, Pinecone and LangChain (Free LLMs and Embeddings)

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Күн бұрын

#llama2 #llama #langchain #pinecone #largelanguagemodels #generativeai #generativemodels #chatgpt #chatbot #deeplearning #llms
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⭐ Learn LangChain: Build #22 LLM Apps using OpenAI & Llama 2 (13$):
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In this video 📝 We will be building a chatbot to interact with Multiple PDF files using Llama 2 LLM.
In this project-based tutorial, we will be using LangChain's framework for developing applications powered by language models. We will begin by introducing the architecture of this complete project. Then, we will dive into the code and show you how to load and use the Llama 2 model with LangChain to create a chatbot to interact with Multiple PDF Files.
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Пікірлер: 29

@muhammadmoinfaisal 11 ай бұрын

🧑🏻‍💻 My AI and Computer Vision Courses⭐: 📙 YOLOv9: Learn Object Detection, Tracking with WebApps (13$): www.udemy.com/course/yolov9-learn-object-detection-tracking-with-webapps/?couponCode=JULY13DOLLARS 📕 Learn LangChain: Build #22 LLM Apps using OpenAI & Llama 2 (14$): www.udemy.com/course/learn-langchain-build-12-llm-apps-using-openai-llama-2/?couponCode=JULY13DOLLARS 📚 Computer Vision Web Development: YOLOv8 and TensorFlow.js (13$): www.udemy.com/course/computer-vision-web-development/?couponCode=JULY13DOLLARS 📕 Learn OpenCV: Build # 30 Apps with OpenCV, YOLOv8 & YOLO-NAS (13$): www.udemy.com/course/learn-opencv-build-30-apps-with-opencv-yolov8-yolo-nas/?couponCode=JULY13DOLLARS 📗 YOLO-NAS, OpenAI, SAM with WebApps using Flask and Streamlit (13$): www.udemy.com/course/yolo-nas-object-detection-tracking-web-app-in-python-2023/?couponCode=JULY13DOLLARS 📘 YOLO-NAS The Ultimate Course for Object Detection & Tracking (13$): www.udemy.com/course/yolo-nas-the-ultimate-course-for-object-detection-tracking/?couponCode=JULY13DOLLARS 📙 YOLOv8: Object Detection, Tracking & Web Apps in Python 2023 (13$) : www.udemy.com/course/yolov8-the-ultimate-course-for-object-detection-tracking/?couponCode=JULY13DOLLARS 📚 YOLOv7 YOLOv8 YOLO-NAS: Object Detection, Tracking & Web Apps in Python 2023 (13$): www.udemy.com/course/yolov7-object-detection-tracking-with-web-app-development/?couponCode=JULY13DOLLARS

@amit2k5 4 ай бұрын

The code shown in the video is syntactically incorrect. The Pincecone.from_texts() method doesn't work (step 8)... There are other issues as well. Is there a latest and corrected version of this video? Can the link be shared please? Thanks!

@mariozupan1662 10 ай бұрын

Excellent tutorial. I have two questions: 1) What do I need to change to use multiple CSV numeric tables? 2) Why do I need Pinecone? I mean, are there any open-source alternatives to vector databases, and do I even need them?

@SahlEbrahim 10 күн бұрын

i want to use llama 3.1 70b model but what embeddings should i chose in pinecone?? i have these options to set up by model : multilingual-e5-large 1024 cosine text text-embedding-3-small 1536 cosine text text-embedding-3-large 3072 cosine text Cohere-embed-multilingual-v3.0 1024 cosine text text-embedding-ada-002 1536 cosine text CLIP-ViT-B-32-laion2B-s34B-b79K 512 cosine text + image

@user-gq6vr7jn1v 4 ай бұрын

not working when i started to embed the text_chunks after the initialization of pine corn the error is showing pinecorn does't have module named from_text and i also tried reinstalling the pinecorn package any one have solution (i think the huggingface have changed structure in the newer settings)

@mohamedkamalmohamed5064 4 ай бұрын

yep you just gotta change the version of pinecone libraray to 2.2.2 instead of !pip install pinecone-client DO !pip install pinecone-client==2.2.2

@ps3301 11 ай бұрын

Could you do a tutorial on how to use GUI to load multiple pdf ?

@muhammadmoinfaisal 11 ай бұрын

Sure will make it

@OFWCREATOR 7 ай бұрын

Pls help, I did not succeed on part 10, downloaidng of tokens.

@joelbhaskarnadar7391 11 ай бұрын

SuperB Work

@muhammadmoinfaisal 11 ай бұрын

Thanks 🤗

@ember8001 9 ай бұрын

How can we the same thing with openai and not hugging face?

@Ahmad-fu6qc 9 ай бұрын

How do i save this model so i dont have to create it everytime?

@fatimadarbandsari1870 9 ай бұрын

thank you so much for sharing. I used it with my own pdfs and it's correctly answering but it's too slow any idea what to do?

@jakelanglois3164 Ай бұрын

did u ever figure out how to fix the speed issue?

@yusufyesil9149 10 ай бұрын

Hello how to give citation about source document?

@navanshukhare 7 ай бұрын

docsearch = Pinecone.from_texts([t.page_content for t in docs], embeddings, index_name=index_name) i am getting this error AttributeError: type object 'Pinecone' has no attribute 'from_texts' I'm getting error on this line and it seems they have removed the the method, what's the other way?

@aniketladse7509 6 ай бұрын

i am also getting this error bro 😢.... if you have a answer please share here

@sefgsefg999 6 ай бұрын

@@aniketladse7509 Give import "pinecone" and "Pinecone" different names, I solved in this method.

@Sergiomusica 4 ай бұрын

"Your courses look very interesting, you should consider subtitling them in Spanish."

@amit2k5 4 ай бұрын

Wrong and incorrect syntactical code

@mitunkarthikn4869 11 ай бұрын

Does it work in offline mode?

@noubgaemer1044 7 ай бұрын

in this line docsearch = Pinecone.from_texts([t.page_content for t in docs], embeddings, index_name=index_name) i am getting this error AttributeError: type object 'Pinecone' has no attribute 'from_texts'

@aniketladse7509 6 ай бұрын

i am also getting this error bro 😢.... if you have a answer please share here

@keshavchhabra6419 6 ай бұрын

@@aniketladse7509 and so am i getting the same error

@pyt-wolf9914 5 ай бұрын

Did u solved that error? pls share solution if u did

@keshavchhabra6419 5 ай бұрын

@pyt-wolf9914 yep you just gotta change the version of pinecone libraray to 2.2.2 instead of !pip install pinecone-client DO !pip install pinecone-client==2.2.2

@amit2k5 4 ай бұрын

@@keshavchhabra6419Not sure if it works. I have pinecone-client==3.2.1 still the same issue.