Conversational RAG app using LangChain and OpenAI
OpenAI model එකකට අදාල API Key එකක් භාවිතා කරමින් LangChain🔗 හරහා conversational RAG (Retrieval Augmented Generation) application එකක් හදන ආකාරය මෙහිදී සාකච්චා කෙරේ. සම්පූර්ණ RAG architecture එක implement කරන ආකාරය, chat history එක maintain කරන ආකාරය ගැන මෙහිදී වැඩිදුර අවදානය යොමු කෙරේ.
▬▬▬▬▬▬ L I N K S 🔗▬▬▬▬▬▬
LangChain හැදින්වීම: • LangChain🔗 හැදින්වීම සහ එහි component...
Simple RAG using LangChain and OpenAI: • LangChain🔗 වලින් Simple RAG app එකක් ...
Code: https://github.com/dineshpiyasamara/g...
▬▬▬▬▬▬ T I M E S T A M P S ⏰ ▬▬▬▬▬▬
00:00 Introduction
00:42 Conversational RAG
01:49 Implementation
09:00 RAG Chain - Theory
11:04 RAG Chain - Implementation
16:30 Conversational RAG - Theory
18:15 Conversational RAG - Implementation
23:11 End Note
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