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[ CourseWikia.com ] LangChain Guide - Next-Gen ChatGPT And LLMs Apps With LangChain
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From Zero to Hero. Build Real-World Next-Gen LLM App with LangChain, open-source LLMs, Hugging Face, FAISS and Pinecone
What you'll learn
Foundations of Language Models
Generative AI
Tool-box of Language Models (LLM) and NLP
Open-source Large Language Models (LLMs)
How to supercharge LLMs with LangChain
Training ChatGPT with a personalized knowledge base with LangChain
A deep dive into vector databases: FAISS, PINECONE, etc
Understanding multi-step reasoning
Langchain and Agents in enhancing LLM capabilities
Requirements
Python
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FILE LIST
Filename
Size
~Get Your Files Here !/1. Introduction/1. Introduction.mp4
77.9 MB
~Get Your Files Here !/10. Langchain and Agents Giving new capabilities to LLMs/1. Introduction to LangChain agents.mp4
18.4 MB
~Get Your Files Here !/10. Langchain and Agents Giving new capabilities to LLMs/2. Hands-on Lab Programming the Wikipedia, Google, and Google agent.mp4
31.8 MB
~Get Your Files Here !/10. Langchain and Agents Giving new capabilities to LLMs/3. Practical Lab Integration of agents in ChatGPT.mp4
45.6 MB
~Get Your Files Here !/2. Introduction to Language Models/1. Introduction to Language Models.mp4
27.5 MB
~Get Your Files Here !/2. Introduction to Language Models/2. What are Language Models.mp4
23.3 MB
~Get Your Files Here !/2. Introduction to Language Models/3. Types of Language Models.mp4
27 MB
~Get Your Files Here !/3. Fundamentals of Generative AI/1. Introduction to Generative AI and its applications ChatGPT, DALLE.mp4
75.3 MB
~Get Your Files Here !/3. Fundamentals of Generative AI/2. Discriminative vs. generative models.mp4
13 MB
~Get Your Files Here !/3. Fundamentals of Generative AI/3. GANs Generative Adversarial Networks.mp4
14.4 MB
~Get Your Files Here !/3. Fundamentals of Generative AI/4. Models based on Transformers.mp4
15.9 MB
~Get Your Files Here !/3. Fundamentals of Generative AI/5. Variational Auto Encoders and latent space.mp4
21 MB
~Get Your Files Here !/3. Fundamentals of Generative AI/6. Challenges of Generative AI.mp4
19.5 MB
~Get Your Files Here !/4. Language Modeling Tools (LLM) and NLP/1. Tools for working with LLMs and NLP.mp4
13.7 MB
~Get Your Files Here !/4. Language Modeling Tools (LLM) and NLP/2. Open AI API.mp4
50.1 MB
~Get Your Files Here !/4. Language Modeling Tools (LLM) and NLP/3. Hugging Face Fundamentals.mp4
44.3 MB
~Get Your Files Here !/4. Language Modeling Tools (LLM) and NLP/4. LangChain Fundamentals.mp4
33.7 MB
~Get Your Files Here !/4. Language Modeling Tools (LLM) and NLP/5. Open source LLM models.mp4
39.2 MB
~Get Your Files Here !/5. Open-source Large Language Models (LLMs)/1. Benefits of open-source LLM models.mp4
26.5 MB
~Get Your Files Here !/5. Open-source Large Language Models (LLMs)/2. Different open-source LLM models and comparative analysis.mp4
48.4 MB
~Get Your Files Here !/5. Open-source Large Language Models (LLMs)/3. Fundamentals of the Llama model.mp4
26.7 MB
~Get Your Files Here !/5. Open-source Large Language Models (LLMs)/4. Alpaca model fundamentals.mp4
52.3 MB
~Get Your Files Here !/5. Open-source Large Language Models (LLMs)/5. Fundamentals of the Vicuña model.mp4
43.6 MB
~Get Your Files Here !/5. Open-source Large Language Models (LLMs)/6. Koala model fundamentals.mp4
31.3 MB
~Get Your Files Here !/6. Giving Superpowers to LLMs with LangChain/1. Introduction to LangChain.mp4
22.3 MB
~Get Your Files Here !/6. Giving Superpowers to LLMs with LangChain/2. Different LangChain model types and requirements.mp4
36.7 MB
~Get Your Files Here !/6. Giving Superpowers to LLMs with LangChain/3. LLM input management with LangChain's Prompts Module.mp4
18.8 MB
~Get Your Files Here !/6. Giving Superpowers to LLMs with LangChain/4. Combination of LLM with other components through chains.mp4
16.8 MB
~Get Your Files Here !/6. Giving Superpowers to LLMs with LangChain/5. Providing access to external data through LangChain Indexes.mp4
12.9 MB
~Get Your Files Here !/6. Giving Superpowers to LLMs with LangChain/6. Giving the ability to memorize ChatGPT through Memor LangChain.mp4
11.1 MB
~Get Your Files Here !/6. Giving Superpowers to LLMs with LangChain/7. Providing access to tools through LangChain's Agents module.mp4
10.2 MB
~Get Your Files Here !/7. Train ChatGPT with a customized knowledge base/1. Introduction to LangChain indexes.mp4
18.7 MB
~Get Your Files Here !/7. Train ChatGPT with a customized knowledge base/2. Practical Lab ChatGPT training with complete inforPDF.mp4
79.9 MB
~Get Your Files Here !/8. Vector Databases/1. Introduction to vector databases and importance for LLMs.mp4
14.6 MB
~Get Your Files Here !/8. Vector Databases/2. Characteristics of vector databases.mp4
15.8 MB
~Get Your Files Here !/8. Vector Databases/3. Vector Databases, Plugins and Vector Libraries.mp4
20.7 MB
~Get Your Files Here !/8. Vector Databases/4. Vector search strategies and similarity metrics.mp4
11.1 MB
~Get Your Files Here !/9. Multi-stage reasoning/1. Programming WorkFlows in LangChain.mp4
30.6 MB
~Get Your Files Here !/9. Multi-stage reasoning/2. Linking multiple LLMs with LangChain.mp4
9.7 MB
~Get Your Files Here !/9. Multi-stage reasoning/3. Practical Lab Chaining of Prompts with LangChain Chains.mp4
42.9 MB
~Get Your Files Here !/9. Multi-stage reasoning/4. Practical Lab (II) Chaining Prompts with LangCha Chains.mp4