Learn LangChain -Go from Zero to Hero - Build AI Apps
Learn LangChain -Go from Zero to Hero - Build AI Apps
Published 7/2023
Duration: 2h 48m | .MP4 1280x720, 30 fps(r) | AAC, 44100 Hz, 2ch | 1.41 GB
Genre: eLearning | Language: English
Published 7/2023
Duration: 2h 48m | .MP4 1280x720, 30 fps(r) | AAC, 44100 Hz, 2ch | 1.41 GB
Genre: eLearning | Language: English
Learn end to end projects - Begginer friendly - Go form zero to hero in weeks time - Pinecone apps
What you'll learn
Develop Langchain based AI apps
Implement LLM powered apps
Learn Langchain from end to end
Complete project based approach
Requirements
AI Enthusiast
Basic Python Programming
Description
Master the usage of LangChain, Pinecone, and OpenAI to develop hands-on generative applications powered by large language models (LLMs).
Learn to create powerful web-based front-ends for your generative applications using Streamlit.
This course will equip you with a solid understanding of the fundamentals of LangChain, Pinecone, and OpenAI, while enabling you to build modern front-ends using Streamlit in pure Python. Prior essential Python programming experience is recommended as this course is the second part of the "OpenAI API with Python Bootcamp". Prepare yourself for the AI revolution that is reshaping society with the extensive efforts, knowledge, and investments being made by major technology corporations worldwide.
Course Topics:
LangChain Fundamentals
Environment Setup with Dotenv: LangChain, Pinecone, OpenAI
LLM Models (Wrappers): GPT-3
ChatModels: GPT-3.5-Turbo and GPT-4
LangChain Prompt Templates
Simple Chains
Sequential Chains
Introduction to LangChain Agents
LangChain Agents in Action
Vector Embeddings
Introduction to Vector Databases
Deep Dive into Pinecone
Deep Dive into Chroma
Splitting and Embedding Text Using LangChain
Inserting the Embeddings into a Pinecone Index
Questioning (Similarity Search) and Retrieving Answers (GPT-4)
Creating Front-ends for LLM and Generative AI Apps using Streamlit
Streamlit: Main Concepts, Widgets, Session State, Callbacks
Course Highlights:
Unlock the true potential of LangChain, LLMs, Chat Models, Prompts, Indexes, Data Connections, Chains, Agents, and Memory.
Harness the power of LLMs and LangChain to develop robust applications, integrating cognitive and information sources with Pinecone.
Explore new horizons and unleash unprecedented possibilities with LangChain and Pinecone-powered applications.
The LangChain course isn't just theory-based; it's a hands-on, transformative experience. Engage in practical activities and real-world projects that will solidify your understanding of these concepts and techniques.
By the end of the course, you will possess the skills and expertise to effectively apply LangChain, building powerful, scalable, and efficient LLM applications for diverse purposes.
Don't miss this incredible opportunity to become a language model expert. Enroll in the LangChain course today and embark on a transformative journey that will elevate your AI app development skills. LangChain, OpenAI, ChatGPT, LLM, Python, and Pinecone are the tools that will empower you to create cutting-edge AI applications that push the boundaries of what's possible.
Unlock your full potential and become a hero in the world of language-based AI development through LangChain and Pinecone.
Join now and start building the future of AI applications with LangChain and Pinecone!
Who this course is for:
Someone who ready to explore the AI world
More Info