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TORRENT DETAILS
[ WebToolTip.com ] Level Up LLM App Development With LangChain And OpenAI
Language: English | Duration: 3h 51m | Size: 1.95 GB
Build LLM apps with LangChain, OpenAI, RAG, agents, vector search, and deploy full AI applications to the cloud.
What you'll learn
Build LLM-powered applications using LangChain and OpenAI APIs.
Implement Retrieval-Augmented Generation (RAG) to enhance model outputs.
Create intelligent agents with tools, functions, and multi-retriever workflows.
Deploy LLM apps to the cloud using LangServe, Streamlit, and Replit.
Requirements
Basic Python knowledge is helpful but not required. Beginners can follow along easily.
VISITOR COMMENTS (0 )
FILE LIST
Filename
Size
~Get Your Files Here !/1 - Introduction/1 - What you should know - github.txt
107 B
~Get Your Files Here !/1 - Introduction/1 - What you should know.mp4
15.2 MB
~Get Your Files Here !/10 - Deploy Chains as a RESTful API with LangServe/1 - Introducing LangServe Installation and setup.mp4
31.4 MB
~Get Your Files Here !/10 - Deploy Chains as a RESTful API with LangServe/2 - Create a server.mp4
6.5 MB
~Get Your Files Here !/10 - Deploy Chains as a RESTful API with LangServe/3 - Create the routes and the endpoints.mp4
50.8 MB
~Get Your Files Here !/10 - Deploy Chains as a RESTful API with LangServe/4 - Create a runnable to combine a prompt, a model, and output.mp4
37.4 MB
~Get Your Files Here !/10 - Deploy Chains as a RESTful API with LangServe/5 - Challenge Deploy a RESTful API.mp4
17.2 MB
~Get Your Files Here !/10 - Deploy Chains as a RESTful API with LangServe/6 - Solution Deploy a RESTful API.mp4
29.1 MB
~Get Your Files Here !/11 - Finish Line Deploy to the Cloud and Share with the World/1 - Manage and deploy an app on Render.mp4
15.3 MB
~Get Your Files Here !/11 - Finish Line Deploy to the Cloud and Share with the World/2 - Create a GitHub repository and push your project.mp4
40 MB
~Get Your Files Here !/11 - Finish Line Deploy to the Cloud and Share with the World/3 - Deploy a new web service on Render.mp4
38.6 MB
~Get Your Files Here !/2 - LangChain Basics Intro to Building LLM-Powered Apps/1 - Setup and installation.mp4
33.6 MB
~Get Your Files Here !/2 - LangChain Basics Intro to Building LLM-Powered Apps/2 - Create a chain and interface with an LLM.mp4
36.5 MB
~Get Your Files Here !/2 - LangChain Basics Intro to Building LLM-Powered Apps/3 - Define and structure a prompt.mp4
41.3 MB
~Get Your Files Here !/2 - LangChain Basics Intro to Building LLM-Powered Apps/4 - Create and invoke a chain (LCEL syntax).mp4
22.5 MB
~Get Your Files Here !/2 - LangChain Basics Intro to Building LLM-Powered Apps/5 - Work with output parsers.mp4
18.2 MB
~Get Your Files Here !/3 - Adding Similarity Search and Context/1 - Quickstart Installation and setup.mp4
24.5 MB
~Get Your Files Here !/3 - Adding Similarity Search and Context/2 - Create embeddings from text.mp4
10.9 MB
~Get Your Files Here !/3 - Adding Similarity Search and Context/3 - Querying the vector store.mp4
11.2 MB
~Get Your Files Here !/3 - Adding Similarity Search and Context/4 - Querying as a retriever.mp4
33.4 MB
~Get Your Files Here !/4 - Leveraging LLMs with LangChain and RAG/1 - RAG Overview and architecture.mp4
22 MB
~Get Your Files Here !/4 - Leveraging LLMs with LangChain and RAG/10 - Solution Add a chain with chat history.mp4
43.1 MB
~Get Your Files Here !/4 - Leveraging LLMs with LangChain and RAG/11 - Solution Context- and history-aware chatbot.mp4
53.2 MB
~Get Your Files Here !/4 - Leveraging LLMs with LangChain and RAG/2 - Breaking down the RAG pipeline.mp4
12.2 MB
~Get Your Files Here !/4 - Leveraging LLMs with LangChain and RAG/3 - Project setup.mp4
31.4 MB
~Get Your Files Here !/4 - Leveraging LLMs with LangChain and RAG/4 - Load and split documents into chunks.mp4
45.1 MB
~Get Your Files Here !/4 - Leveraging LLMs with LangChain and RAG/5 - Initialize a vector store (Chroma) and ingest documents.mp4
49.3 MB
~Get Your Files Here !/4 - Leveraging LLMs with LangChain and RAG/6 - Create the chain Prompt + model + parser.mp4
41.8 MB
~Get Your Files Here !/4 - Leveraging LLMs with LangChain and RAG/7 - Create the chain Add context with a retriever.mp4
39.6 MB
~Get Your Files Here !/4 - Leveraging LLMs with LangChain and RAG/8 - Pass data with RunnablePassthrough and query data.mp4
32.1 MB
~Get Your Files Here !/4 - Leveraging LLMs with LangChain and RAG/9 - Challenge Create a custom agent with history.mp4
39.2 MB
~Get Your Files Here !/5 - Create an Interactive Web App (Streamlit)/1 - Set up the Streamlit application.mp4
39 MB
~Get Your Files Here !/5 - Create an Interactive Web App (Streamlit)/2 - Build the layout with Streamlit components.mp4
39.5 MB
~Get Your Files Here !/5 - Create an Interactive Web App (Streamlit)/3 - Adding functionality with Streamlit.mp4
29.9 MB
~Get Your Files Here !/5 - Create an Interactive Web App (Streamlit)/4 - Challenge Deploy your Streamlit app.mp4
31.4 MB
~Get Your Files Here !/5 - Create an Interactive Web App (Streamlit)/5 - Solution Add app to GitHub.mp4
36.7 MB
~Get Your Files Here !/5 - Create an Interactive Web App (Streamlit)/6 - Solution Deploy your app.mp4
47.5 MB
~Get Your Files Here !/6 - Build a Q&A Agent with Multiple Data Sources and Query Analysis/1 - Retrieval with query analysis.mp4
8.2 MB
~Get Your Files Here !/6 - Build a Q&A Agent with Multiple Data Sources and Query Analysis/2 - Connect to a data source and create an index.mp4
35.8 MB
~Get Your Files Here !/6 - Build a Q&A Agent with Multiple Data Sources and Query Analysis/3 - Set up query analysis to handle multiple data sources.mp4
51.1 MB
~Get Your Files Here !/6 - Build a Q&A Agent with Multiple Data Sources and Query Analysis/4 - Retrieval with query analysis.mp4
39.6 MB
~Get Your Files Here !/6 - Build a Q&A Agent with Multiple Data Sources and Query Analysis/5 - Challenge Retrieval with multiple data sources.mp4
35.4 MB
~Get Your Files Here !/6 - Build a Q&A Agent with Multiple Data Sources and Query Analysis/6 - Solution Q&A with multiple data sources.mp4
70 MB
~Get Your Files Here !/7 - Perform Semantic Search Using MongoDB Atlas Vector Search and OpenAI/1 - Getting started with MongoDB Create an account.mp4
14.7 MB
~Get Your Files Here !/7 - Perform Semantic Search Using MongoDB Atlas Vector Search and OpenAI/2 - Build and deploy a free cluster.mp4
13.7 MB
~Get Your Files Here !/7 - Perform Semantic Search Using MongoDB Atlas Vector Search and OpenAI/3 - Set up the MongoDB environment and connect to the cluster.mp4
56.4 MB
~Get Your Files Here !/7 - Perform Semantic Search Using MongoDB Atlas Vector Search and OpenAI/4 - Create a secured database access.mp4
29.2 MB
~Get Your Files Here !/7 - Perform Semantic Search Using MongoDB Atlas Vector Search and OpenAI/5 - Load sample data and create the vector store.mp4
44.5 MB
~Get Your Files Here !/7 - Perform Semantic Search Using MongoDB Atlas Vector Search and OpenAI/6 - Create the Atlas Vector Search index.mp4
37 MB
~Get Your Files Here !/7 - Perform Semantic Search Using MongoDB Atlas Vector Search and OpenAI/7 - Run vector search queries.mp4
59.3 MB
~Get Your Files Here !/8 - Interact with a NoSQL Database (MongoDB)/1 - Create a retrieval chain Define the prompt.mp4
26.3 MB
~Get Your Files Here !/8 - Interact with a NoSQL Database (MongoDB)/2 - Create a retrieval chain Define the context.mp4
53.5 MB
~Get Your Files Here !/8 - Interact with a NoSQL Database (MongoDB)/3 - Create a retrieval chain Parse and format results.mp4
18.2 MB
~Get Your Files Here !/8 - Interact with a NoSQL Database (MongoDB)/4 - Query documents and generate extended responses.mp4
34 MB
~Get Your Files Here !/9 - LLM Fine-Tuning with the OpenAI Tools and Functions/1 - Using agents to perform actions in chains.mp4
15.8 MB
~Get Your Files Here !/9 - LLM Fine-Tuning with the OpenAI Tools and Functions/2 - Define tools.mp4
42.3 MB
~Get Your Files Here !/9 - LLM Fine-Tuning with the OpenAI Tools and Functions/3 - Select the perfect prompt.mp4
7.7 MB
~Get Your Files Here !/9 - LLM Fine-Tuning with the OpenAI Tools and Functions/4 - Bind tools and create agent.mp4
18.4 MB
~Get Your Files Here !/9 - LLM Fine-Tuning with the OpenAI Tools and Functions/5 - Create and run the agent executor.mp4
41.7 MB
~Get Your Files Here !/9 - LLM Fine-Tuning with the OpenAI Tools and Functions/6 - Challenge Create a multitask agent.mp4
45.5 MB
~Get Your Files Here !/9 - LLM Fine-Tuning with the OpenAI Tools and Functions/7 - Solution Define tools and functions.mp4
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