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

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[ CourseWikia.com ] LangChain Guide - Next-Gen ChatGPT and LLMs apps with LangChain
  • Get Bonus Downloads Here.url (0.2 KB)
    • ~Get Your Files Here ! 1. Introduction
    • 1. Introduction.mp4 (77.9 MB)
    10. Langchain and Agents Giving new capabilities to LLMs
    • 1. Introduction to LangChain agents.mp4 (18.4 MB)
    • 2. Hands-on Lab Programming the Wikipedia, Google, and Google agent.mp4 (31.8 MB)
    • 3. Practical Lab Integration of agents in ChatGPT.mp4 (45.6 MB)
    2. Introduction to Language Models
    • 1. Introduction to Language Models.mp4 (27.5 MB)
    • 2. What are Language Models.mp4 (23.3 MB)
    • 3. Types of Language Models.mp4 (27.0 MB)
    3. Fundamentals of Generative AI
    • 1. Introduction to Generative AI and its applications ChatGPT, DALLE.mp4 (75.3 MB)
    • 2. Discriminative vs. generative models.mp4 (13.0 MB)
    • 3. GANs Generative Adversarial Networks.mp4 (14.4 MB)
    • 4. Models based on Transformers.mp4 (15.9 MB)
    • 5. Variational Auto Encoders and latent space.mp4 (21.0 MB)
    • 6. Challenges of Generative AI.mp4 (19.5 MB)
    4. Language Modeling Tools (LLM) and NLP
    • 1. Tools for working with LLMs and NLP.mp4 (13.7 MB)
    • 2. Open AI API.mp4 (50.1 MB)
    • 3. Hugging Face Fundamentals.mp4 (44.3 MB)
    • 4. LangChain Fundamentals.mp4 (33.7 MB)
    • 5. Open source LLM models.mp4 (39.2 MB)
    5. Open-source Large Language Models (LLMs)
    • 1. Benefits of open-source LLM models.mp4 (26.5 MB)
    • 2. Different open-source LLM models and comparative analysis.mp4 (48.4 MB)
    • 3. Fundamentals of the Llama model.mp4 (26.7 MB)
    • 4. Alpaca model fundamentals.mp4 (52.3 MB)
    • 5. Fundamentals of the Vicuña model.mp4 (43.6 MB)
    • 6. Koala model fundamentals.mp4 (31.3 MB)
    6. Giving Superpowers to LLMs with LangChain
    • 1. Introduction to LangChain.mp4 (22.3 MB)
    • 2. Different LangChain model types and requirements.mp4 (36.7 MB)
    • 3. LLM input management with LangChain's Prompts Module.mp4 (18.8 MB)
    • 4. Combination of LLM with other components through chains.mp4 (16.8 MB)
    • 5. Providing access to external data through LangChain Indexes.mp4 (12.9 MB)
    • 6. Giving the ability to memorize ChatGPT through Memor LangChain.mp4 (11.1 MB)
    • 7. Providing access to tools through LangChain's Agents module.mp4 (10.2 MB)
    7. Train ChatGPT with a customized knowledge base
    • 1. Introduction to LangChain indexes.mp4 (18.7 MB)
    • 2. Practical Lab ChatGPT training with complete inforPDF.mp4 (79.9 MB)
    8. Vector Databases
    • 1. Introduction to vector databases and importance for LLMs.mp4 (14.6 MB)
    • 2. Characteristics of vector databases.mp4 (15.8 MB)
    • 3. Vector Databases, Plugins and Vector Libraries.mp4 (20.7 MB)
    • 4. Vector search strategies and similarity metrics.mp4 (11.1 MB)
    9. Multi-stage reasoning
    • 1. Programming WorkFlows in LangChain.mp4 (30.6 MB)
    • 2. Linking multiple LLMs with LangChain.mp4 (9.7 MB)
    • 3. Practical Lab Chaining of Prompts with LangChain Chains.mp4 (42.9 MB)
    • 4. Practical Lab (II) Chaining Prompts with LangCha Chains.mp4 (67.3 MB)
    • Bonus Resources.txt (0.4 KB)

Description

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



https://CourseWikia.com

Published 7/2023
Created by Data Bootcamp
MP4 | Video: h264, 1280x720 | Audio: AAC, 44.1 KHz, 2 Ch
Genre: eLearning | Language: English | Duration: 41 Lectures ( 3h 20m ) | Size: 1.23 GB

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

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

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