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EncartaLabs

Develop LLM Applications with LangChain

( Duration: 2 Days )

This Develop LLM Applications with LangChain training course, offers a deep dive into the intriguing world of Large Language Models (LLMs), empowering learners to develop robust AI applications that can understand, interpret, and generate human-like text. The course focuses on understanding the fundamental mechanics of LLMs, exploring their wide-ranging applications, and learning how to effectively implement them in a variety of contexts. From mastering the nuances of NLP to fine-tuning LLMs for specific tasks, learners will be exposed to a wealth of knowledge that includes both theory and practical aspects. By the end of this course, you will be proficient in building AI applications that can meaningfully interact with LLMs, creating more value in your projects and offerings.

Attendees for Develop LLM Applications with LangChain workshop should have:

  • Basic Python

COURSE AGENDA

1

Overview of Large Language Model (LLM)

  • What is Large Language Model?
  • Opportunities LLM applications
  • Use cases of LLM applications
2

Building LLM Applications with OpenAI API

  • OpenAI Prompt API
  • Prompt Engineering and Chaining Prompts
  • OpenAI Function Calling API
  • Create a Chatbot with OpenAI API
3

LLM Application Development with LangChain

  • Models, Prompts and Parsers
  • Memory
  • Chains
  • Question and Answer
  • Evaluation
  • Agents
4

Retrieval Augmented Generation (RAG) with LangChain

  • Overview of RAG
  • Document Loading and Splitting
  • Text Embedding
  • Vector Stores
  • Retrieval and Questioning/Answering

Encarta Labs Advantage

  • One Stop Corporate Training Solution Providers for over 6,000 various courses on a variety of subjects
  • All courses are delivered by Industry Veterans
  • Get jumpstarted from newbie to production ready in a matter of few days
  • Trained more than 50,000 Corporate executives across the Globe
  • All our trainings are conducted in workshop mode with more focus on hands-on sessions

View our other course offerings by visiting https://www.encartalabs.com/course-catalogue-all.php

Contact us for delivering this course as a public/open-house workshop/online training for a group of 10+ candidates.

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