LANGCHAIN: YOUR PATH TO AI TRANSFORMATION WITH BLUEBASH
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INTRODUCTION TO LANGCHAIN
LANGCHAIN IS A VERSATILE FRAMEWORK FOR LARGE LANGUAGE MODELS, TO OVERCOME TRADITIONAL LIMITATIONS. EMPOWERS
REAL- TIME INFO INTEGRATION AND CUSTOM AI MODELS FOR DIVERSE BUSINESS NEEDS. LANGCHAIN IS A GAME-CHANGER IN THE WORLD OF AI. IT'S A VERSATILE TOOL THAT CONNECTS AI MODELS WITH VARIOUS DATA SOURCES, MAKING IT PERFECT FOR TASKS LIKE UNDERSTANDING HUMAN LANGUAGE AND DATA ANALYSIS.
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WHAT MAKES LANGCHAIN SPECIAL?
LANGCHAIN STANDS OUT BECAUSE IT CAN UTILIZE REAL- TIME DATA FROM SOURCES LIKE GOOGLE AND WIKIPEDIA, SETTING IT APART FROM TRADITIONAL MODELS. ADDITIONALLY, IT OFFERS A BROADER RANGE OF CAPABILITIES BEYOND CHATBOTS.
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KEY FEATURES
Framework for LLM application.
Plug and play – It supports integration or collaboration with various large language models including both open-source and proprietary models according to users or organizations needing Hugging Face.
Data Source Integration.
Customisable Applications. Future Enhancements.
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The Process To Develop Applications With Langchain: Identify Your Application's Purpose. Choose and develop relevant Large Language Models. Design Memory and Data Handling. Create a User interface. Utilize available tools and integration. Deploy and Monitor your Application.
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Benefits:
Cost efficient (than OpenAI’s API)
Simplified integration with platforms like Hugging face Scalable for large projects
Enhanced customer engagement
Multilingual capabilities when using tools like Cohere Customized LLM models
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Aspect
Framework
Langchain
Modern framework for apps
Traditional Models
Older, rule-based approaches
Type Models used Applications
Large Language models(LLMs)
Diverse, real-time integration
Data sources
Customization R
Connected to various sources Highly customizable Integrates
May not integrate external
Flexible
Limited real data abilities
l Ti
W W W . B L U E B A S H
rule-b
. C O Lim ited app lic
scope
Fixed
ased systems
ation
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