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TORRENT DETAILS
PluralSight - LangChain Development
TORRENT SUMMARY
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This is an intermediate-level course about LangChain. This course will teach you how to create generative AI applications using this powerful open source platform
Although large-language models have become a must have offering for every company, they are still complex to develop and apply. In this course, LangChain Development, you’ll gain the ability to understand how to use the powerful LangChain framework to create real-world LLM (large-language model) applications. First, you’ll explore the fundamentals of this versatile system, including the use of generative AI models, prompt engineering and training. Next, you’ll discover how to make sophisticated applications that use memory, chains and agents. Finally, you’ll learn about how to use vector databases like Pinecone to access external documents, which will allow for richer programs. When you’re finished with this course, you’ll have the skills and knowledge of LangChain needed to understand their practical applications.
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FILE LIST
Filename
Size
~Get Your Files Here !/1. Course Overview/1. Course Overview.mp4
4.5 MB
~Get Your Files Here !/1. Course Overview/1. Course Overview.vtt
2.9 KB
~Get Your Files Here !/2. Understanding LangChain/1. Welcome.mp4
8.4 MB
~Get Your Files Here !/2. Understanding LangChain/1. Welcome.vtt
9.5 KB
~Get Your Files Here !/2. Understanding LangChain/2. Why LangChain.mp4
6.5 MB
~Get Your Files Here !/2. Understanding LangChain/2. Why LangChain.vtt
7.4 KB
~Get Your Files Here !/2. Understanding LangChain/3. AI Development.mp4
6.5 MB
~Get Your Files Here !/2. Understanding LangChain/3. AI Development.vtt
7.2 KB
~Get Your Files Here !/2. Understanding LangChain/4. APIs for AI.mp4
17 MB
~Get Your Files Here !/2. Understanding LangChain/4. APIs for AI.vtt
13.2 KB
~Get Your Files Here !/2. Understanding LangChain/5. First LangChain Application.mp4
20.4 MB
~Get Your Files Here !/2. Understanding LangChain/5. First LangChain Application.vtt
13.4 KB
~Get Your Files Here !/3. Using Generative AI Models/1. Core AI Technology.mp4
9.8 MB
~Get Your Files Here !/3. Using Generative AI Models/1. Core AI Technology.vtt
11.1 KB
~Get Your Files Here !/3. Using Generative AI Models/2. Risks of Generative AI.mp4
11.1 MB
~Get Your Files Here !/3. Using Generative AI Models/2. Risks of Generative AI.vtt
12.3 KB
~Get Your Files Here !/3. Using Generative AI Models/3. Policies.mp4
6.5 MB
~Get Your Files Here !/3. Using Generative AI Models/3. Policies.vtt
3.5 KB
~Get Your Files Here !/3. Using Generative AI Models/4. Models.mp4
12.1 MB
~Get Your Files Here !/3. Using Generative AI Models/4. Models.vtt
9.8 KB
~Get Your Files Here !/3. Using Generative AI Models/5. Fine Tuning an LLM.mp4
8.3 MB
~Get Your Files Here !/3. Using Generative AI Models/5. Fine Tuning an LLM.vtt
10.6 KB
~Get Your Files Here !/3. Using Generative AI Models/6. Demo - Multi-models App.mp4
10.7 MB
~Get Your Files Here !/3. Using Generative AI Models/6. Demo - Multi-models App.vtt
7.6 KB
~Get Your Files Here !/4. Creating Prompts/1. Introduction.mp4
13.7 MB
~Get Your Files Here !/4. Creating Prompts/1. Introduction.vtt
12.3 KB
~Get Your Files Here !/4. Creating Prompts/2. PromptTemplate.mp4
27.3 MB
~Get Your Files Here !/4. Creating Prompts/2. PromptTemplate.vtt
16.9 KB
~Get Your Files Here !/4. Creating Prompts/3. Output Parsers.mp4
18.5 MB
~Get Your Files Here !/4. Creating Prompts/3. Output Parsers.vtt
12.8 KB
~Get Your Files Here !/4. Creating Prompts/4. Serialization.mp4
3.4 MB
~Get Your Files Here !/4. Creating Prompts/4. Serialization.vtt
2.9 KB
~Get Your Files Here !/4. Creating Prompts/5. Demo - Tweet Creator.mp4
9.3 MB
~Get Your Files Here !/4. Creating Prompts/5. Demo - Tweet Creator.vtt
6 KB
~Get Your Files Here !/5. Learning about Memory/1. Learning about Memory.mp4
3.7 MB
~Get Your Files Here !/5. Learning about Memory/1. Learning about Memory.vtt
3.1 KB
~Get Your Files Here !/5. Learning about Memory/2. Memory Classes.mp4
21 MB
~Get Your Files Here !/5. Learning about Memory/2. Memory Classes.vtt
15.5 KB
~Get Your Files Here !/5. Learning about Memory/3. Demo - Chat App.mp4
10.2 MB
~Get Your Files Here !/5. Learning about Memory/3. Demo - Chat App.vtt
9.2 KB
~Get Your Files Here !/6. Deciphering Chains/1. Introduction.mp4
1.1 MB
~Get Your Files Here !/6. Deciphering Chains/1. Introduction.vtt
1.5 KB
~Get Your Files Here !/6. Deciphering Chains/2. LLMChain.mp4
6.4 MB
~Get Your Files Here !/6. Deciphering Chains/2. LLMChain.vtt
4.7 KB
~Get Your Files Here !/6. Deciphering Chains/3. SimpleSequentialChain.mp4
7.6 MB
~Get Your Files Here !/6. Deciphering Chains/3. SimpleSequentialChain.vtt
4.7 KB
~Get Your Files Here !/6. Deciphering Chains/4. SequentialChain.mp4
9.8 MB
~Get Your Files Here !/6. Deciphering Chains/4. SequentialChain.vtt
6.1 KB
~Get Your Files Here !/6. Deciphering Chains/5. LLMRouterChain.mp4
15.7 MB
~Get Your Files Here !/6. Deciphering Chains/5. LLMRouterChain.vtt
10.6 KB
~Get Your Files Here !/6. Deciphering Chains/6. LLMMathChain.mp4
4.5 MB
~Get Your Files Here !/6. Deciphering Chains/6. LLMMathChain.vtt
3.2 KB
~Get Your Files Here !/6. Deciphering Chains/7. TransformChain.mp4
12.2 MB
~Get Your Files Here !/6. Deciphering Chains/7. TransformChain.vtt
7.7 KB
~Get Your Files Here !/7. Building Agents/1. Introduction.mp4
7.4 MB
~Get Your Files Here !/7. Building Agents/1. Introduction.vtt
8.3 KB
~Get Your Files Here !/7. Building Agents/2. Types of Agents.mp4
11.2 MB
~Get Your Files Here !/7. Building Agents/2. Types of Agents.vtt
8.7 KB
~Get Your Files Here !/7. Building Agents/3. Zero Shot ReAct Agents.mp4
15.2 MB
~Get Your Files Here !/7. Building Agents/3. Zero Shot ReAct Agents.vtt
10.5 KB
~Get Your Files Here !/7. Building Agents/4. Custom Tools and Conversational Agents.mp4
14.6 MB
~Get Your Files Here !/7. Building Agents/4. Custom Tools and Conversational Agents.vtt
9.9 KB
~Get Your Files Here !/8. Exploring Indexes and Vector Databases/1. Introduction.mp4
1.4 MB
~Get Your Files Here !/8. Exploring Indexes and Vector Databases/1. Introduction.vtt
1.5 KB
~Get Your Files Here !/8. Exploring Indexes and Vector Databases/2. Document Loaders and Integrations.mp4
18.5 MB
~Get Your Files Here !/8. Exploring Indexes and Vector Databases/2. Document Loaders and Integrations.vtt
11.1 KB
~Get Your Files Here !/8. Exploring Indexes and Vector Databases/3. Pinecone and Vector Databases.mp4
10.9 MB
~Get Your Files Here !/8. Exploring Indexes and Vector Databases/3. Pinecone and Vector Databases.vtt
8.6 KB
~Get Your Files Here !/8. Exploring Indexes and Vector Databases/4. Demo - PDF Analyzer.mp4
17.6 MB
~Get Your Files Here !/8. Exploring Indexes and Vector Databases/4. Demo - PDF Analyzer.vtt
10.9 KB
~Get Your Files Here !/8. Exploring Indexes and Vector Databases/5. LangSmith.mp4
9.9 MB
~Get Your Files Here !/8. Exploring Indexes and Vector Databases/5. LangSmith.vtt
