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Udemy - LangChain- Develop LLM powered applications with LangChain 2025-1
Course modified date: 30 Jan 2025
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Udemy - LangChain- Develop LLM powered applications with LangChain 2025-1
Course content
Sections:
14
•
Activities:
0
•
Resources:
89
- 1 Course Introduction
- 2 Course Objectives
- 3 Course Structure How to get the best of Udemy PLEASE DO NOT SKIP
- 4 Courses Discord Server
- 5. Course Resources
- 1 What is LangChain LangChain Under 6 Minutes
- 2 Project Setup Pycharm recommend
- 3 Project Setup vscode optional
- 4 Environment Variables and env File
- 5 Your First LangChain application Chaining a simple prompt
- 6 Using Open Source Models With LangChain Ollama Llama3 Mistral
- 7 LangChain Version In Course V033 No breaking changes in 033
- 8 Quick Check In
- 1 Ice Breaker What are we building here
- 2 Integrating Linkedin Data Processing Part 1 Scraping
- 3 Linkedin Data Processing Part 2 Agents Theory
- 4 Linkedin Data Processing Part 3 Tools Agent Executor create_react_agent
- 5 Linkedin Data Processing Part 4 Custom Search Agent Implementation
- 6 Linkedin Data Processing Part 5 Custom Search Agent Testing
- 7 Optional Twitter Data Processing Part 1 Scraping
- 8 Optional Twitter Data Processing Part 2 Agents
- 9 Output Parsers Getting Ready to work with a Frontend
- 10 FullsStack App Building our LLM powered by LangChain FullStack Application
- 11 Tracing application with LangSmith
- 12 New Real World Ice breaker Agents
- 1 What are we building ReAct AgentExecutor from scratch
- 2 Environment Setup ReAct Algorithm overview
- 3 Defining Tools for our ReAct agent
- 4 ReAct prompt LLM Reasoning Engine Output Parsing and Tool Execution
- 5 AgentAction AgentFinish ReAct Loop
- 6 CallbackHandlers ReAct Prompt and finalizing the ReAct Agent loop
- 7 Recap with LangSmith
- Tài liệu
- 1 Medium Analyzer Boilerplate Project Setup
- 2 Medium Analyzer Class Review TextLoaderTextSplitterOpenAIEmbeddingsPinecone
- 3 Medium Analyzer Ingestion Implementation
- 4 Medium Analyzer Retrieval Implementation Implementation with chains
- 5 Medium Analyzer Retrieval Implementation Implementation with LCEL
- 6 Chat With Your PDF FAISS Local Vectorstore
- Tài liệu
- 1 What are we building RAG
- 2 Environment Setup
- 3 OPTIONAL Manually Scraping the LangChain Documentation
- 4 Pinecone Vectorstore Ingestion
- 5 Retrieval Augmentation Generation RAG
- 6 Building an AI LangChain Chat Assistant Frontend with Streamlit UI
- 7 Building an AI LangChain Chat Assistant Memory
- 8 Optional RAG Pipeline Optimization featuring FireCrawl
- 9 Leveraging Cursor IDE for UI Improvements
- 10 What is Cursor
- 11 Adding Sidebar and LangChains color theme with Cursor Composer
- 12 NEW Documentation Helper In Production
- Tài liệu
- 1 What are we building A slim Version of GPT Code Interpreter
- 2 Project Setup
- 3 Python Agent
- 4 CSV Agent
- 5 Wrapping Everything Router Agent
- 6 Function Tool Calling in LangChain
- 7 Function Calling Vs ReAct
- Tài liệu
- 1 LangChain Token Limitation Handeling Strategies
- 2 LangChain Co Refrence Resolution
- 3 NEW LangChain Memory Theory Deepdive LangGraph
- 1 The GIST of LLMs
- 2 What is a Prompt Composition of a formal prompt
- 3 Zero Shot Prompting
- 4 Few Shot Prompting
- 5 Chain of Thought Prompting
- 6 ReAct
- 7 Prompt Engineering Quick Tips
- 1 Have a technical issue WATCH THIS FIRST I Promise this will help
- 2 Tweet API tweepyerrorsForbidden 403 Forbidden
- 3 Pinecone AttributeError init is no longer a top level attribute of pinecone
- 4 LangChain Version In Course V033
- Tài liệu
- 1 LLM Applications in Production
- 2 LLM Application Development landscape
- 3 New LLMs in Production Privacy Data Retention
- 4 New Generative UIUX featuring CopilotKit
- 5 Finished course Whats next
- 6 New Official LangChain Academy Courses
- 1 What is LangGraph
- 2 LangGraph Flow Engineering
- 3 Why LangGraph
- 1 LangChain Hub Downloads prompt from the community
- 2 TextSplitting Playground
- 3 LangChain VS LlamaIndex
- 1 LangJobsdev AI Engineering Job Board