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[ CourseWikia com ] LangChain Guide - Next-Gen ChatGPT and LLMs apps with LangChain
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1. Introduction
1. Introduction.mp4
10. Langchain and Agents Giving new capabilities to LLMs
1. Introduction to LangChain agents.mp4
2. Hands-on Lab Programming the Wikipedia, Google, and Google agent.mp4
3. Practical Lab Integration of agents in ChatGPT.mp4
2. Introduction to Language Models
1. Introduction to Language Models.mp4
2. What are Language Models.mp4
3. Types of Language Models.mp4
3. Fundamentals of Generative AI
1. Introduction to Generative AI and its applications ChatGPT, DALLE.mp4
2. Discriminative vs. generative models.mp4
3. GANs Generative Adversarial Networks.mp4
4. Models based on Transformers.mp4
5. Variational Auto Encoders and latent space.mp4
6. Challenges of Generative AI.mp4
4. Language Modeling Tools (LLM) and NLP
1. Tools for working with LLMs and NLP.mp4
2. Open AI API.mp4
3. Hugging Face Fundamentals.mp4
4. LangChain Fundamentals.mp4
5. Open source LLM models.mp4
5. Open-source Large Language Models (LLMs)
1. Benefits of open-source LLM models.mp4
2. Different open-source LLM models and comparative analysis.mp4
3. Fundamentals of the Llama model.mp4
4. Alpaca model fundamentals.mp4
5. Fundamentals of the Vicuña model.mp4
6. Koala model fundamentals.mp4
6. Giving Superpowers to LLMs with LangChain
1. Introduction to LangChain.mp4
2. Different LangChain model types and requirements.mp4
3. LLM input management with LangChain's Prompts Module.mp4
4. Combination of LLM with other components through chains.mp4
5. Providing access to external data through LangChain Indexes.mp4
6. Giving the ability to memorize ChatGPT through Memor LangChain.mp4
7. Providing access to tools through LangChain's Agents module.mp4
7. Train ChatGPT with a customized knowledge base
1. Introduction to LangChain indexes.mp4
2. Practical Lab ChatGPT training with complete inforPDF.mp4
8. Vector Databases
1. Introduction to vector databases and importance for LLMs.mp4
2. Characteristics of vector databases.mp4
3. Vector Databases, Plugins and Vector Libraries.mp4
4. Vector search strategies and similarity metrics.mp4
9. Multi-stage reasoning
1. Programming WorkFlows in LangChain.mp4
2. Linking multiple LLMs with LangChain.mp4
3. Practical Lab Chaining of Prompts with LangChain Chains.mp4
4. Practical Lab (II) Chaining Prompts with LangCha Chains.mp4
Bonus Resources.txt
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