LangChain🔗 හැදින්වීම සහ එහි components | Generative AI | Sinhala

Опубликовано: 02 Октябрь 2024
на канале: CodePRO LK

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LangChain🔗 හැදින්වීම සහ එහි components | Generative AI | Sinhala
LLM (Large Language Models) based applications හදන්න භාවිතා කරන්න පුලුවන් ගොඩක් හොද framework එකක් විදියට LangChain හදුන්වන්න පුලුවන්. ඒ සම්බන්ධව හැදින්වීමක් සහ LangChain වල විවිධ components ගැන මෙහි අන්තර්ගත වේ.
Prerequisites:
Generative AI ගැන:    • Generative AI වලින් 2024 පටන්ගමු | GenAI
ChatGPT හැදුන හැටි:    • ChatGPT හැදුන හැටි දන්නවද? | OpenAI |...
RAG Architecture ගැන:    • RAG (Retrieval Augmented Generation) ...

▬▬▬▬▬▬ L I N K S 🔗▬▬▬▬▬▬
LangChain: https://www.langchain.com/
HuggingFace: https://huggingface.co/

▬▬▬▬▬▬ T I M E S T A M P S ⏰ ▬▬▬▬▬▬
00:00 Introduction
02:49 What is LangChain
07:25 Why LangChain
10:11 LangChain Components
13:15 Document Loader
13:51 Text Splitters
14:36 Embedding Model
15:18 Vector Stores
15:42 Retrievers
16:10 Prompt Templates
17:14 Chat History
18:06 Message
19:27 LLMs & Chat Models
20:06 Output Parsers
20:41 Tool
21:56 Agent
24:54 Summary

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