LangChain Guide: Next-Gen ChatGPT and...

Description

The Artificial Intelligence revolution is upon us, bringing a new wave of groundbreaking tools. One of these tools is LangChain, an innovative technology that helps AI professionals ramp up the capabilities of Language Models. In our LangChain course, we guide you to unleash the full potential of these tools, catapulting your AI skills to new heights.

This course is not just about the basics of Generative Artificial Intelligence and Natural Language Processing. It’s about using LangChain to supercharge the performance and efficiency of your Language Models. We’ll arm you with the skills and insights to tweak and tailor language models to your specific requirements, opening up a wider array of AI challenges and opportunities for you to tackle.

Imagine having the ability to train ChatGPT with your own custom knowledge base, and that’s just the start. We’ll delve into what vector databases are, get to grips with multi-step reasoning, and show you how LangChain can unlock new possibilities with your LLMs.

In this course, we’re going to cover:

Getting to know Language Models
The nuts and bolts of Generative AI
The tool-box of Language Models (LLM) and NLP
Working with 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
Understanding multi-step reasoning
The role of Langchain and Agents in enhancing LLM capabilities

So, dive into the captivating world of Language Models with LangChain. Extend the capabilities of your LLM models, develop language models that cater to your needs, and explore a whole new world of possibilities with LLMs through LangChain.
Who this course is for:

AI Enthusiasts keen to expand their understanding of Language Models and Generative AI.
Anyone interested in Large Language Models
Python Developers interested in integrating advanced AI techniques into their applications.
Data Scientists aiming to broaden their skill set in the field of Natural Language Processing.
Tech Professionals seeking to stay ahead in the rapidly evolving landscape of AI
Researchers in AI and Machine Learning looking for practical application of theoretical knowledge

Requirements

Python

Last Updated 7/2023

Files (83)

[TutsNode.net] - LangChain Guide Next-Gen ChatGPT & LLMs apps with LangChain/7. Train ChatGPT with a customized knowledge base/2. Practical Lab ChatGPT training with complete inforPDF.mp479.93 MiB
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[TutsNode.net] - LangChain Guide Next-Gen ChatGPT & LLMs apps with LangChain/1. Introduction/1. Introduction.mp477.87 MiB
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[TutsNode.net] - LangChain Guide Next-Gen ChatGPT & LLMs apps with LangChain/3. Fundamentals of Generative AI/1. Introduction to Generative AI and its applications ChatGPT, DALLE.mp475.35 MiB
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[TutsNode.net] - LangChain Guide Next-Gen ChatGPT & LLMs apps with LangChain/9. Multi-stage reasoning/4. Practical Lab (II) Chaining Prompts with LangCha Chains.mp467.31 MiB
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[TutsNode.net] - LangChain Guide Next-Gen ChatGPT & LLMs apps with LangChain/5. Open-source Large Language Models (LLMs)/4. Alpaca model fundamentals.mp452.28 MiB
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[TutsNode.net] - LangChain Guide Next-Gen ChatGPT & LLMs apps with LangChain/4. Language Modeling Tools (LLM) and NLP/2. Open AI API.mp450.15 MiB
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[TutsNode.net] - LangChain Guide Next-Gen ChatGPT & LLMs apps with LangChain/5. Open-source Large Language Models (LLMs)/2. Different open-source LLM models and comparative analysis.mp448.42 MiB
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[TutsNode.net] - LangChain Guide Next-Gen ChatGPT & LLMs apps with LangChain/10. Langchain and Agents Giving new capabilities to LLMs/3. Practical Lab Integration of agents in ChatGPT.mp445.56 MiB
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[TutsNode.net] - LangChain Guide Next-Gen ChatGPT & LLMs apps with LangChain/4. Language Modeling Tools (LLM) and NLP/3. Hugging Face Fundamentals.mp444.32 MiB
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[TutsNode.net] - LangChain Guide Next-Gen ChatGPT & LLMs apps with LangChain/5. Open-source Large Language Models (LLMs)/5. Fundamentals of the Vicuña model.mp443.64 MiB
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[TutsNode.net] - LangChain Guide Next-Gen ChatGPT & LLMs apps with LangChain/9. Multi-stage reasoning/3. Practical Lab Chaining of Prompts with LangChain Chains.mp442.85 MiB
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[TutsNode.net] - LangChain Guide Next-Gen ChatGPT & LLMs apps with LangChain/4. Language Modeling Tools (LLM) and NLP/5. Open source LLM models.mp439.22 MiB
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[TutsNode.net] - LangChain Guide Next-Gen ChatGPT & LLMs apps with LangChain/6. Giving Superpowers to LLMs with LangChain/2. Different LangChain model types and requirements.mp436.7 MiB
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[TutsNode.net] - LangChain Guide Next-Gen ChatGPT & LLMs apps with LangChain/4. Language Modeling Tools (LLM) and NLP/4. LangChain Fundamentals.mp433.75 MiB
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[TutsNode.net] - LangChain Guide Next-Gen ChatGPT & LLMs apps with LangChain/10. Langchain and Agents Giving new capabilities to LLMs/2. Hands-on Lab Programming the Wikipedia, Google, and Google agent.mp431.84 MiB
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[TutsNode.net] - LangChain Guide Next-Gen ChatGPT & LLMs apps with LangChain/5. Open-source Large Language Models (LLMs)/6. Koala model fundamentals.mp431.25 MiB
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[TutsNode.net] - LangChain Guide Next-Gen ChatGPT & LLMs apps with LangChain/9. Multi-stage reasoning/1. Programming WorkFlows in LangChain.mp430.62 MiB
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[TutsNode.net] - LangChain Guide Next-Gen ChatGPT & LLMs apps with LangChain/2. Introduction to Language Models/1. Introduction to Language Models.mp427.5 MiB
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[TutsNode.net] - LangChain Guide Next-Gen ChatGPT & LLMs apps with LangChain/2. Introduction to Language Models/3. Types of Language Models.mp427.05 MiB
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[TutsNode.net] - LangChain Guide Next-Gen ChatGPT & LLMs apps with LangChain/5. Open-source Large Language Models (LLMs)/3. Fundamentals of the Llama model.mp426.68 MiB
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[TutsNode.net] - LangChain Guide Next-Gen ChatGPT & LLMs apps with LangChain/5. Open-source Large Language Models (LLMs)/1. Benefits of open-source LLM models.mp426.47 MiB
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[TutsNode.net] - LangChain Guide Next-Gen ChatGPT & LLMs apps with LangChain/2. Introduction to Language Models/2. What are Language Models.mp423.26 MiB
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[TutsNode.net] - LangChain Guide Next-Gen ChatGPT & LLMs apps with LangChain/6. Giving Superpowers to LLMs with LangChain/1. Introduction to LangChain.mp422.27 MiB
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[TutsNode.net] - LangChain Guide Next-Gen ChatGPT & LLMs apps with LangChain/3. Fundamentals of Generative AI/5. Variational Auto Encoders and latent space.mp420.96 MiB
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[TutsNode.net] - LangChain Guide Next-Gen ChatGPT & LLMs apps with LangChain/8. Vector Databases/3. Vector Databases, Plugins and Vector Libraries.mp420.68 MiB
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[TutsNode.net] - LangChain Guide Next-Gen ChatGPT & LLMs apps with LangChain/3. Fundamentals of Generative AI/6. Challenges of Generative AI.mp419.5 MiB
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[TutsNode.net] - LangChain Guide Next-Gen ChatGPT & LLMs apps with LangChain/6. Giving Superpowers to LLMs with LangChain/3. LLM input management with LangChain's Prompts Module.mp418.82 MiB
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[TutsNode.net] - LangChain Guide Next-Gen ChatGPT & LLMs apps with LangChain/7. Train ChatGPT with a customized knowledge base/1. Introduction to LangChain indexes.mp418.67 MiB
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[TutsNode.net] - LangChain Guide Next-Gen ChatGPT & LLMs apps with LangChain/10. Langchain and Agents Giving new capabilities to LLMs/1. Introduction to LangChain agents.mp418.4 MiB
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[TutsNode.net] - LangChain Guide Next-Gen ChatGPT & LLMs apps with LangChain/6. Giving Superpowers to LLMs with LangChain/4. Combination of LLM with other components through chains.mp416.8 MiB
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[TutsNode.net] - LangChain Guide Next-Gen ChatGPT & LLMs apps with LangChain/3. Fundamentals of Generative AI/4. Models based on Transformers.mp415.92 MiB
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[TutsNode.net] - LangChain Guide Next-Gen ChatGPT & LLMs apps with LangChain/8. Vector Databases/2. Characteristics of vector databases.mp415.81 MiB
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[TutsNode.net] - LangChain Guide Next-Gen ChatGPT & LLMs apps with LangChain/8. Vector Databases/1. Introduction to vector databases and importance for LLMs.mp414.61 MiB
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[TutsNode.net] - LangChain Guide Next-Gen ChatGPT & LLMs apps with LangChain/3. Fundamentals of Generative AI/3. GANs Generative Adversarial Networks.mp414.42 MiB
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[TutsNode.net] - LangChain Guide Next-Gen ChatGPT & LLMs apps with LangChain/4. Language Modeling Tools (LLM) and NLP/1. Tools for working with LLMs and NLP.mp413.72 MiB
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[TutsNode.net] - LangChain Guide Next-Gen ChatGPT & LLMs apps with LangChain/3. Fundamentals of Generative AI/2. Discriminative vs. generative models.mp413.03 MiB
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[TutsNode.net] - LangChain Guide Next-Gen ChatGPT & LLMs apps with LangChain/6. Giving Superpowers to LLMs with LangChain/5. Providing access to external data through LangChain Indexes.mp412.88 MiB
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[TutsNode.net] - LangChain Guide Next-Gen ChatGPT & LLMs apps with LangChain/8. Vector Databases/4. Vector search strategies and similarity metrics.mp411.11 MiB
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[TutsNode.net] - LangChain Guide Next-Gen ChatGPT & LLMs apps with LangChain/6. Giving Superpowers to LLMs with LangChain/6. Giving the ability to memorize ChatGPT through Memor LangChain.mp411.06 MiB
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[TutsNode.net] - LangChain Guide Next-Gen ChatGPT & LLMs apps with LangChain/6. Giving Superpowers to LLMs with LangChain/7. Providing access to tools through LangChain's Agents module.mp410.18 MiB
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[TutsNode.net] - LangChain Guide Next-Gen ChatGPT & LLMs apps with LangChain/9. Multi-stage reasoning/2. Linking multiple LLMs with LangChain.mp49.7 MiB

LangChain Guide: Next-Gen ChatGPT and LLMs apps with LangChain

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