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TORRENT DETAILS

Linkedin - Prompt Engineering With LangChain

TORRENT SUMMARY

	Status:	All the torrents in this section have been verified by our verification system
Category:	Other
Infohash	9fec447f8321d53aa89144c4bce28e48f8c18b6b
Size:	1.3 GB in 48 files
Release Date(s):	Torrent Release: 03-06-2024 by user
Swarm:	0 Seeds & 0 Peers
Vote:	No votes yet.

DESCRIPTION

This course provides a comprehensive yet concise introduction to LangChain, a powerful framework for large language model (LLM) applications. Starting with the basics of LLMs, instructor Harpreet Sahota explores the key features and capabilities of LangChain, showing you how to integrate it with various systems and gain hands-on experience in building practical applications. Whether you're a seasoned developer or a beginner, this course will equip you with a solid foundation in LangChain, setting the stage for more advanced topics and applications

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FILE LIST

Filename		Size
	1. Introduction/1. Create powerful LLM driven applications.mp4	11.7 MB
	2. Introduction to Language Models/1. What are language models.mp4	9.1 MB
	3. LLMs and Text Generation/1. How do language models generate text.mp4	12.5 MB
	3. LLMs and Text Generation/2. Base LLMs vs. instruction-tuned LLMs.mp4	35 MB
	3. LLMs and Text Generation/3. Training fine-tuning and in-context learning.mp4	10.6 MB
	3. LLMs and Text Generation/4. Prompt engineering.mp4	11.9 MB
	4. Components of LangChain/1. What is LangChain.mp4	9.6 MB
	4. Components of LangChain/2. LangChain overview.mp4	8.8 MB
	4. Components of LangChain/3. Model I O- Interface with language models.mp4	85.2 MB
	4. Components of LangChain/4. Retrieval- Interface with application-specific data.mp4	58.4 MB
	4. Components of LangChain/5. Chains- Construct sequences of calls.mp4	74.8 MB
	4. Components of LangChain/6. Agents- Let chains choose tools based on high-level directives.mp4	55.4 MB
	4. Components of LangChain/7. Memory- Persist application state between runs of a chain.mp4	40.3 MB
	5. Basics of Prompting/1. Prompt basics.mp4	4.2 MB
	5. Basics of Prompting/2. Principles and tactics for prompting.mp4	30.7 MB
	6. Prompt Templates Deep Dive/1. Introduction to prompt templates.mp4	26.6 MB
	6. Prompt Templates Deep Dive/10. Few-shot prompt templates.mp4	33.9 MB
	6. Prompt Templates Deep Dive/11. Few-shot prompt templates for chat.mp4	22.2 MB
	6. Prompt Templates Deep Dive/12. Introduction to example selectors.mp4	10.7 MB
	6. Prompt Templates Deep Dive/13. Length-based example selector.mp4	11.4 MB
	6. Prompt Templates Deep Dive/14. Max marginal relevance example selector.mp4	17.4 MB
	6. Prompt Templates Deep Dive/15. N-gram overlap example selector.mp4	30.1 MB
	6. Prompt Templates Deep Dive/16. Semantic similarity example selector.mp4	13.1 MB
	6. Prompt Templates Deep Dive/17. Partial prompt templates.mp4	15.7 MB
	6. Prompt Templates Deep Dive/2. Multi-input prompt templates.mp4	20.4 MB
	6. Prompt Templates Deep Dive/3. Chat prompt template.mp4	21.6 MB
	6. Prompt Templates Deep Dive/4. Serializing prompts.mp4	10.5 MB
	6. Prompt Templates Deep Dive/5. Zero-shot prompts.mp4	21.1 MB
	6. Prompt Templates Deep Dive/6. Custom prompt templates.mp4	31.2 MB
	6. Prompt Templates Deep Dive/7. Prompt pipelining.mp4	25.8 MB
	6. Prompt Templates Deep Dive/8. Chat prompt pipelining.mp4	13.2 MB
	6. Prompt Templates Deep Dive/9. Prompt composition.mp4	18 MB
	7. Prompting Techniques/1. Chain of thought.mp4	38.9 MB
	7. Prompting Techniques/2. Self-consistency.mp4	29.6 MB
	7. Prompting Techniques/3. Self-ask.mp4	51 MB
	7. Prompting Techniques/4. ReAct.mp4	39.7 MB
	7. Prompting Techniques/5. RAG.mp4	80.7 MB
	7. Prompting Techniques/6. FLARE.mp4	50.5 MB
	7. Prompting Techniques/7. Plan and execute.mp4	56.8 MB
	8. Prompt Management a.k.a. PromptOps/1. Prompt management.mp4	5.6 MB
	8. Prompt Management a.k.a. PromptOps/2. LangSmith.mp4	3.8 MB
	8. Prompt Management a.k.a. PromptOps/3. LangSmith walkthrough.mp4	24.4 MB
	8. Prompt Management a.k.a. PromptOps/4. Prompt versioning in LangSmith.mp4	40.7 MB
	8. Prompt Management a.k.a. PromptOps/5. LangSmith deep dive.mp4	48.5 MB
	8. Prompt Management a.k.a. PromptOps/6. Managing prompt length for agents.mp4	33 MB
	9. The LLM Landscape/1. Applications of language models.mp4	10.1 MB
	9. The LLM Landscape/2. The LLM landscape.mp4	11.9 MB
	Ex_Files_Prompt_Engineering_LangChain.zip	221.7 KB

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