Learn Real-World AI Projects Using LangChain, OpenAI, and DeepLake Vectorstores in Python
What you'll learn
Master LangChain Fundamentals: Gain a deep understanding of LangChain's architecture and components, enabling you to build versatile AI applications.
Hands-On AI Projects: Acquire practical skills by building real-world Slack applications like ChatGPT bots and Financial Analysis Systems.
Data Integration Mastery: Learn to seamlessly integrate Large Language Models with Vector Databases like DeeoLake for data-driven AI solutions.
Deployment Expertise: Equip yourself with the know-how to deploy AI applications to production, ensuring they are scalable and maintainable.
Requirements
Basic Knowledge of Python
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FILE LIST
Filename
Size
~Get Your Files Here !/1. Understanding Large Language Models/1. Agenda.mp4
5.9 MB
~Get Your Files Here !/1. Understanding Large Language Models/1.1 Introduction to Large Language Models .pdf
578.3 KB
~Get Your Files Here !/1. Understanding Large Language Models/2. What are Large Language Models.mp4
5.6 MB
~Get Your Files Here !/1. Understanding Large Language Models/3. Evolution of GPT.mp4
7 MB
~Get Your Files Here !/1. Understanding Large Language Models/4. Real World Use Cases for Large Language Models.mp4
19.4 MB
~Get Your Files Here !/1. Understanding Large Language Models/5. Large Language Model Providers.mp4
6.1 MB
~Get Your Files Here !/1. Understanding Large Language Models/6. LLM Key Concepts.mp4
30.6 MB
~Get Your Files Here !/1. Understanding Large Language Models/7. Introduction to Prompt Engineering.mp4
42.7 MB
~Get Your Files Here !/1. Understanding Large Language Models/7.1 Prompt_Examples_Cheatsheet.pdf
2.5 KB
~Get Your Files Here !/1. Understanding Large Language Models/8. Understanding the concept of Tokens.mp4
11.7 MB
~Get Your Files Here !/1. Understanding Large Language Models/9. OpenAI Documentation Walkthrough.mp4
143.1 MB
~Get Your Files Here !/2. Building AI Slack Applications/1. Why Slack.mp4
40 MB
~Get Your Files Here !/2. Building AI Slack Applications/2. Setting up Slack.mp4
134.3 MB
~Get Your Files Here !/2. Building AI Slack Applications/2.1 manifest.json
746 B
~Get Your Files Here !/2. Building AI Slack Applications/2.2 slack_bolt_app.py
782 B
~Get Your Files Here !/2. Building AI Slack Applications/3. Hello World Slack Chatbot.mp4
66.8 MB
~Get Your Files Here !/2. Building AI Slack Applications/4. How to use the OpenAI Python Library.mp4
55.8 MB
~Get Your Files Here !/2. Building AI Slack Applications/5. Slack ChatGPT Chatbot With OpenAI.mp4
51.3 MB
~Get Your Files Here !/2. Building AI Slack Applications/5.1 01-slack-openai-bot.py
855 B
~Get Your Files Here !/3. Understanding How Langchain Works/1. Introduction to Langchain.mp4
14 MB
~Get Your Files Here !/3. Understanding How Langchain Works/10. Langchain Agents.mp4
260.3 MB
~Get Your Files Here !/3. Understanding How Langchain Works/10.1 06-langchain-agents.py
1.3 KB
~Get Your Files Here !/3. Understanding How Langchain Works/11. LangChain Sample Applications Source Code.html
384 B
~Get Your Files Here !/3. Understanding How Langchain Works/11.1 02-langchain-models.py
1.3 KB
~Get Your Files Here !/3. Understanding How Langchain Works/11.2 03-langchain-chains.py
1.1 KB
~Get Your Files Here !/3. Understanding How Langchain Works/11.3 04-langchain-chains-apichain.py
995 B
~Get Your Files Here !/3. Understanding How Langchain Works/11.4 05-langchain-memory.py
1.1 KB
~Get Your Files Here !/3. Understanding How Langchain Works/11.5 06-langchain-agents.py
1.3 KB
~Get Your Files Here !/3. Understanding How Langchain Works/11.6 07-langchain-vectorstore-faiss.py
682 B
~Get Your Files Here !/3. Understanding How Langchain Works/11.7 08-langchain-vectorstore-deeplake.py
516 B
~Get Your Files Here !/3. Understanding How Langchain Works/11.8 09-langchain-vectorstore-deeplake.py
919 B
~Get Your Files Here !/3. Understanding How Langchain Works/2. Langchain Modules.mp4
52.2 MB
~Get Your Files Here !/3. Understanding How Langchain Works/3. Getting Started with Langchain.mp4
74.3 MB
~Get Your Files Here !/3. Understanding How Langchain Works/4. Langchain Models ChatModels.mp4
97.2 MB
~Get Your Files Here !/3. Understanding How Langchain Works/4.1 02-langchain-models.py
1.3 KB
~Get Your Files Here !/3. Understanding How Langchain Works/5. Langchain Chains Introduction to LLMChains.mp4
119.9 MB
~Get Your Files Here !/3. Understanding How Langchain Works/5.1 03-langchain-chains.py
1.1 KB
~Get Your Files Here !/3. Understanding How Langchain Works/6. Adding Memory to LangChain.mp4
81.5 MB
~Get Your Files Here !/3. Understanding How Langchain Works/7. Project Building an AI Movie Trivia Chatbot.mp4
128.9 MB
~Get Your Files Here !/3. Understanding How Langchain Works/7.1 04-langchain-chains-apichain.py
995 B
~Get Your Files Here !/3. Understanding How Langchain Works/8. Langchain Vectorstores.mp4
224 MB
~Get Your Files Here !/3. Understanding How Langchain Works/8.1 07-langchain-vectorstore-faiss.py
682 B
~Get Your Files Here !/3. Understanding How Langchain Works/8.2 08-langchain-vectorstore-deeplake.py
516 B
~Get Your Files Here !/3. Understanding How Langchain Works/9. Project Chat with PDF Document.mp4
177.5 MB
~Get Your Files Here !/3. Understanding How Langchain Works/9.1 09-langchain-vectorstore-deeplake.py
919 B
~Get Your Files Here !/4. Deploying Slack AI Application to AWS Lambda/1. SAM Setup.mp4
125.9 MB
~Get Your Files Here !/4. Deploying Slack AI Application to AWS Lambda/2. AWS Lambda Deployment.mp4
324.6 MB
~Get Your Files Here !/4. Deploying Slack AI Application to AWS Lambda/2.1 app.py
3.5 KB
~Get Your Files Here !/4. Deploying Slack AI Application to AWS Lambda/2.2 app.py
3.5 KB
~Get Your Files Here !/4. Deploying Slack AI Application to AWS Lambda/2.3 requirements.txt
1016 B
~Get Your Files Here !/4. Deploying Slack AI Application to AWS Lambda/2.4 template.yaml
1.2 KB
~Get Your Files Here !/4. Deploying Slack AI Application to AWS Lambda/3. Setting up AWS Environment.mp4
74.6 MB
~Get Your Files Here !/4. Deploying Slack AI Application to AWS Lambda/4. Source Code and Resources.html