AIPowered ：Building AI Chatbot from scratch with Llama2, Langchain and Vector database using RAG workflow

🤖 END TO END LLM RETRIEVAL AUGMENTED GENERATION Workflow WITH LLAMA2, VECTOR DATABASE, AND LANGCHAIN ! 🌐

Retrieval-Augmented Generation (RAG) is a natural language processing (NLP) framework that combines elements of retrieval and generation models. In RAG, the process involves retrieving relevant information from a predefined knowledge source, such as a database, and then using that retrieved content to generate responses. In this video we will build this end to end pipeline using LLAMA2, Langchain , gradio and vector databases.

⏰ TIME LINE ⏰
[00:00] Intro
[01:00] Vector databases
[02:14] RAG Workflow
[04:01] Setup
[04:58] Gradle
[07:07] Credits

All of my earlier videos mentioned in this one can be found in the new dedicated playlist on AI for video games.
💥Music in this episode is by ThePhonkHouse (CapCut)

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🎲 KEYWORDS 🎲
chatgpt,
Boston dynamics,
data science,
machine learning tutorial,
gpt4,
google AI,
Google Lamda,
Google PALM,
artificial intelligence,
Machine learning,
transformer models,
deep learning,
future tech,
robots,
Rabbit,
Large action models,

🔗 HASHTAGS 🔗
#artificialintelligence #chatgpt #Lamda #google #ai #machinelearning #dalle2 #gpt3 #gpt4 #futuretech #futureishere #technology #languagemodels #BIRT #ai #metaai #llama #gpt4
#robot #robotaxi #machinelearning #datascience #autonomous #elonmusk #future #futuretech #chatbot #bostondynamics #largeactionmodels #rabbit #lam

CHECK OUT OUR OTHER VIDEOS
https://www.youtube.com/watch?v=t_5-d55lXbE
https://www.youtube.com/watch?v=NUfJcqSl31I
https://www.youtube.com/watch?v=1jiO23aeKQM

LINKS/Sources USED:
Openai : https://www.youtube.com/watch?v=outcGtbnMuQ
GTA6: https://www.youtube.com/watch?v=QdBZY2fkU-0

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Opinions expressed are solely my own and do not represent the views or opinions of my employer. Some of my videos are curated and might contain some content publicly available. I do not claim to be owner of that content . References to content from other channels are diligently provided in our videos.