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TORRENT DETAILS
Prompt Engineering With LangChain
TORRENT SUMMARY
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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
~Get Your Files Here !/01 - Introduction/01 - Create powerful LLM driven applications.mp4
5.9 MB
~Get Your Files Here !/01 - Introduction/01 - Create powerful LLM driven applications.srt
1.6 KB
~Get Your Files Here !/02 - 1. Introduction to Language Models/01 - What are language models.mp4
7.7 MB
~Get Your Files Here !/02 - 1. Introduction to Language Models/01 - What are language models.srt
7.4 KB
~Get Your Files Here !/03 - 2. LLMs and Text Generation/01 - How do language models generate text.mp4
10.5 MB
~Get Your Files Here !/03 - 2. LLMs and Text Generation/01 - How do language models generate text.srt
10.4 KB
~Get Your Files Here !/03 - 2. LLMs and Text Generation/02 - Base LLMs vs. instruction-tuned LLMs.mp4
23.8 MB
~Get Your Files Here !/03 - 2. LLMs and Text Generation/02 - Base LLMs vs. instruction-tuned LLMs.srt
13.9 KB
~Get Your Files Here !/03 - 2. LLMs and Text Generation/03 - Training, fine-tuning, and in-context learning.mp4
8.8 MB
~Get Your Files Here !/03 - 2. LLMs and Text Generation/03 - Training, fine-tuning, and in-context learning.srt
8.2 KB
~Get Your Files Here !/03 - 2. LLMs and Text Generation/04 - Prompt engineering.mp4
10 MB
~Get Your Files Here !/03 - 2. LLMs and Text Generation/04 - Prompt engineering.srt
8.8 KB
~Get Your Files Here !/04 - 3. Components of LangChain/01 - What is LangChain.mp4
8 MB
~Get Your Files Here !/04 - 3. Components of LangChain/01 - What is LangChain.srt
7.7 KB
~Get Your Files Here !/04 - 3. Components of LangChain/02 - LangChain overview.mp4
7.6 MB
~Get Your Files Here !/04 - 3. Components of LangChain/02 - LangChain overview.srt
8.2 KB
~Get Your Files Here !/04 - 3. Components of LangChain/03 - Model IO Interface with language models.mp4
58.7 MB
~Get Your Files Here !/04 - 3. Components of LangChain/03 - Model IO Interface with language models.srt
33.8 KB
~Get Your Files Here !/04 - 3. Components of LangChain/04 - Retrieval Interface with application-specific data.mp4
40.3 MB
~Get Your Files Here !/04 - 3. Components of LangChain/04 - Retrieval Interface with application-specific data.srt
24.7 KB
~Get Your Files Here !/04 - 3. Components of LangChain/05 - Chains Construct sequences of calls.mp4
49.9 MB
~Get Your Files Here !/04 - 3. Components of LangChain/05 - Chains Construct sequences of calls.srt
26 KB
~Get Your Files Here !/04 - 3. Components of LangChain/06 - Agents Let chains choose tools based on high-level directives.mp4
36.6 MB
~Get Your Files Here !/04 - 3. Components of LangChain/06 - Agents Let chains choose tools based on high-level directives.srt
19.7 KB
~Get Your Files Here !/04 - 3. Components of LangChain/07 - Memory Persist application state between runs of a chain.mp4
26.7 MB
~Get Your Files Here !/04 - 3. Components of LangChain/07 - Memory Persist application state between runs of a chain.srt
13.8 KB
~Get Your Files Here !/05 - 4. Basics of Prompting/01 - Prompt basics.mp4
3.6 MB
~Get Your Files Here !/05 - 4. Basics of Prompting/02 - Principles and tactics for prompting.mp4
21.5 MB
~Get Your Files Here !/05 - 4. Basics of Prompting/02 - Principles and tactics for prompting.srt
13.4 KB
~Get Your Files Here !/06 - 5. Prompt Templates Deep Dive/01 - Introduction to prompt templates.mp4
18.9 MB
~Get Your Files Here !/06 - 5. Prompt Templates Deep Dive/01 - Introduction to prompt templates.srt
11.3 KB
~Get Your Files Here !/06 - 5. Prompt Templates Deep Dive/02 - Multi-input prompt templates.mp4
14.6 MB
~Get Your Files Here !/06 - 5. Prompt Templates Deep Dive/02 - Multi-input prompt templates.srt
9 KB
~Get Your Files Here !/06 - 5. Prompt Templates Deep Dive/03 - Chat prompt template.mp4
15.1 MB
~Get Your Files Here !/06 - 5. Prompt Templates Deep Dive/03 - Chat prompt template.srt
8 KB
~Get Your Files Here !/06 - 5. Prompt Templates Deep Dive/04 - Serializing prompts.mp4
7.6 MB
~Get Your Files Here !/06 - 5. Prompt Templates Deep Dive/05 - Zero-shot prompts.mp4
15 MB
~Get Your Files Here !/06 - 5. Prompt Templates Deep Dive/05 - Zero-shot prompts.srt
8.8 KB
~Get Your Files Here !/06 - 5. Prompt Templates Deep Dive/06 - Custom prompt templates.mp4
21.8 MB
~Get Your Files Here !/06 - 5. Prompt Templates Deep Dive/07 - Prompt pipelining.mp4
17.8 MB
~Get Your Files Here !/06 - 5. Prompt Templates Deep Dive/07 - Prompt pipelining.srt
9.4 KB
~Get Your Files Here !/06 - 5. Prompt Templates Deep Dive/08 - Chat prompt pipelining.mp4
9.6 MB
~Get Your Files Here !/06 - 5. Prompt Templates Deep Dive/08 - Chat prompt pipelining.srt
5.7 KB
~Get Your Files Here !/06 - 5. Prompt Templates Deep Dive/09 - Prompt composition.mp4
12.8 MB
~Get Your Files Here !/06 - 5. Prompt Templates Deep Dive/09 - Prompt composition.srt
7.1 KB
~Get Your Files Here !/06 - 5. Prompt Templates Deep Dive/10 - Few-shot prompt templates.mp4
23.3 MB
~Get Your Files Here !/06 - 5. Prompt Templates Deep Dive/10 - Few-shot prompt templates.srt
13.3 KB
~Get Your Files Here !/06 - 5. Prompt Templates Deep Dive/11 - Few-shot prompt templates for chat.mp4
15.3 MB
~Get Your Files Here !/06 - 5. Prompt Templates Deep Dive/11 - Few-shot prompt templates for chat.srt
8.1 KB
~Get Your Files Here !/06 - 5. Prompt Templates Deep Dive/12 - Introduction to example selectors.mp4
7.7 MB
~Get Your Files Here !/06 - 5. Prompt Templates Deep Dive/12 - Introduction to example selectors.srt
4.8 KB
~Get Your Files Here !/06 - 5. Prompt Templates Deep Dive/13 - Length-based example selector.mp4
8.1 MB
~Get Your Files Here !/06 - 5. Prompt Templates Deep Dive/13 - Length-based example selector.srt
5.4 KB
~Get Your Files Here !/06 - 5. Prompt Templates Deep Dive/14 - Max marginal relevance example selector.mp4
12.6 MB
~Get Your Files Here !/06 - 5. Prompt Templates Deep Dive/14 - Max marginal relevance example selector.srt
6.8 KB
~Get Your Files Here !/06 - 5. Prompt Templates Deep Dive/15 - N-gram overlap example selector.mp4
19.1 MB
~Get Your Files Here !/06 - 5. Prompt Templates Deep Dive/15 - N-gram overlap example selector.srt
7.9 KB
~Get Your Files Here !/06 - 5. Prompt Templates Deep Dive/16 - Semantic similarity example selector.mp4
8.8 MB
~Get Your Files Here !/06 - 5. Prompt Templates Deep Dive/16 - Semantic similarity example selector.srt
4.5 KB
~Get Your Files Here !/06 - 5. Prompt Templates Deep Dive/17 - Partial prompt templates.mp4
11.5 MB
~Get Your Files Here !/06 - 5. Prompt Templates Deep Dive/17 - Partial prompt templates.srt
6.8 KB
~Get Your Files Here !/07 - 6. Prompting Techniques/01 - Chain of thought.mp4
26.4 MB
~Get Your Files Here !/07 - 6. Prompting Techniques/01 - Chain of thought.srt
14.1 KB
~Get Your Files Here !/07 - 6. Prompting Techniques/02 - Self-consistency.mp4
19.8 MB
~Get Your Files Here !/07 - 6. Prompting Techniques/02 - Self-consistency.srt
10 KB
~Get Your Files Here !/07 - 6. Prompting Techniques/03 - Self-ask.mp4
35.1 MB
~Get Your Files Here !/07 - 6. Prompting Techniques/03 - Self-ask.srt
19.4 KB
~Get Your Files Here !/07 - 6. Prompting Techniques/04 - ReAct.mp4
26 MB
~Get Your Files Here !/07 - 6. Prompting Techniques/04 - ReAct.srt
12.1 KB
~Get Your Files Here !/07 - 6. Prompting Techniques/05 - RAG.mp4
54.7 MB
~Get Your Files Here !/07 - 6. Prompting Techniques/05 - RAG.srt
29.4 KB
~Get Your Files Here !/07 - 6. Prompting Techniques/06 - FLARE.mp4
32 MB
~Get Your Files Here !/07 - 6. Prompting Techniques/06 - FLARE.srt
14.1 KB
~Get Your Files Here !/07 - 6. Prompting Techniques/07 - Plan and execute.mp4
38 MB
~Get Your Files Here !/07 - 6. Prompting Techniques/07 - Plan and execute.srt
20.1 KB
~Get Your Files Here !/08 - 7. Prompt Management a.k.a. PromptOps/01 - Prompt management.mp4
4.9 MB
~Get Your Files Here !/08 - 7. Prompt Management a.k.a. PromptOps/01 - Prompt management.srt
4.9 KB
~Get Your Files Here !/08 - 7. Prompt Management a.k.a. PromptOps/02 - LangSmith.mp4
3.3 MB
~Get Your Files Here !/08 - 7. Prompt Management a.k.a. PromptOps/02 - LangSmith.srt
3.7 KB
~Get Your Files Here !/08 - 7. Prompt Management a.k.a. PromptOps/03 - LangSmith walkthrough.mp4
17.4 MB
~Get Your Files Here !/08 - 7. Prompt Management a.k.a. PromptOps/03 - LangSmith walkthrough.srt
10.1 KB
~Get Your Files Here !/08 - 7. Prompt Management a.k.a. PromptOps/04 - Prompt versioning in LangSmith.mp4
28.1 MB
~Get Your Files Here !/08 - 7. Prompt Management a.k.a. PromptOps/04 - Prompt versioning in LangSmith.srt
14 KB
~Get Your Files Here !/08 - 7. Prompt Management a.k.a. PromptOps/05 - LangSmith deep dive.mp4
31.8 MB
~Get Your Files Here !/08 - 7. Prompt Management a.k.a. PromptOps/05 - LangSmith deep dive.srt
14.4 KB
~Get Your Files Here !/08 - 7. Prompt Management a.k.a. PromptOps/06 - Managing prompt length for agents.mp4
22 MB
~Get Your Files Here !/09 - 8. The LLM Landscape/01 - Applications of language models.mp4
8.4 MB
~Get Your Files Here !/09 - 8. The LLM Landscape/01 - Applications of language models.srt
8.4 KB
~Get Your Files Here !/09 - 8. The LLM Landscape/02 - The LLM landscape.mp4
9.8 MB
~Get Your Files Here !/09 - 8. The LLM Landscape/02 - The LLM landscape.srt
9.4 KB
~Get Your Files Here !/Bonus Resources.txt
386 B
~Get Your Files Here !/Ex_Files_Prompt_Engineering_LangChain/Exercise Files/02_02_Base_v_Instruction_Tuned_LLMs_Presentation.ipynb
8.8 KB
~Get Your Files Here !/Ex_Files_Prompt_Engineering_LangChain/Exercise Files/03_03_Presentation_Code_Model_I_O.ipynb
34.1 KB
~Get Your Files Here !/Ex_Files_Prompt_Engineering_LangChain/Exercise Files/03_04_Presentation_Code_Retrieval.ipynb
22.5 KB
~Get Your Files Here !/Ex_Files_Prompt_Engineering_LangChain/Exercise Files/03_05_Presentation_Code_Chains.ipynb
39.1 KB
~Get Your Files Here !/Ex_Files_Prompt_Engineering_LangChain/Exercise Files/03_06_Presentation_Code_Agents.ipynb
10.3 KB
~Get Your Files Here !/Ex_Files_Prompt_Engineering_LangChain/Exercise Files/03_07_Presentation_Code_Memory.ipynb
31.5 KB
~Get Your Files Here !/Ex_Files_Prompt_Engineering_LangChain/Exercise Files/04_02_Presentation_Principles_for_Prompting.ipynb