Langchain
73 videos • 3,358 views • by Data Science in your pocket
This playlist includes all tutorials around LangChain, a framework for building generative AI applications using LLMs
1
NER extraction using LangChain and LLMs codes explained
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2
Recommendation system using Langchain and LLMs
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3
json file analysis using Langchain
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4
Multi Document RAG using LangChain codes explained
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5
Evaluating LLMs using Langchain
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6
What is LangGraph? explained with example
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7
Langchain without API key
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8
Multi Agent debate using LangGraph and LangChain with codes and example
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9
Saving and downloading fine-tuned models from HuggingFace Hub
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10
CSV file analysis using Langchain
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11
Difference between RAG and Fine-tuning LLMs explained
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12
How to create Custom tools for Langchain Agent
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13
PDF file analysis using Langchain
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14
My first book: LangChain in your Pocket is out now
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15
Few-Shot Learning using LangChain
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16
Text tagging using LangChains and LLMs
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17
How RAG framework works? explained with diagram
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18
Automatic SQL queries using Langchain & LLMs
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19
GitHub code analysis using LangChains
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20
Improving RAG using LangGraph and LangChain
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21
Deploy Langchain applications using Langserve
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22
LoRA fine-tuning for custom dataset codes explained
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23
Langchain tutorial for beginners
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24
What is RAG (Retrieval Augmented Generation) for LLMs?
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25
LoRA for fine-tuning LLMs explained with example
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26
Maths using Langchain and LLMs
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27
How to use HuggingFace models with Langchain?
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28
Handling LLMs hallucinations using LangChains
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29
What is LiteLLM?
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30
RAG using existing vector db explained with codes LangChain
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31
Offline document analysis (Q&A) app using LangChains
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32
LangChain vs DSPy : Key differences between Generative AI packages
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33
RAG framework FAQs
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34
Custom Output Parser for LLMs using Langchain
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35
Different types of LLMs explained
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36
Best prompt engineering hacks to know
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37
What are callbacks in Langchain ?
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38
What are LLMs? understanding salient features of LLMs
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39
Adding memory to LLMs using LangChain
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40
Generative AI project: ATS Resume Checker system using AI agents, LangGraph
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41
Agents vs Chains in LangChain
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42
Tree of Thoughts prompting using Langchain
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43
Custom Evaluators for LLMs using Langchain with example and codes
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44
What is Langchain LCEL? building custom chains using LCEL
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45
DALLE using Langchain in local system
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46
Hybrid RAG codes explained
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47
Langflow : UI for LangChain
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48
Summarization using LangChains
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49
Few-Shot Classification using LangChain codes explained
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50
Langchain Framework architecture explained
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51
How to get a constant output format from LLMs using Langchain?
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52
How to build Langchain agents?
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53
AI Agents using Langchain
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54
How to run LLMs in local system using Ollama?
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55
ReAct prompt framework using Langchain
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56
Custom tool for LangChain agent codes explained (updated, non pydantic)
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57
Google Search for LLMs using Langchain
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58
Saving and loading vector DBs explained with codes
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59
YouTube video analysis using Langchain
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60
LangChain using LiteLLM
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61
Prompt engineering for beginners with examples
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62
NLP using Langchain and LLMs
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63
LangChain using Ollama for local LLMs
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64
RAG with internet search
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65
LangChain vs LlamaIndex Generative AI packages
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66
What is temperature in LLMs? explained with examples
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67
Setting up AutoGPT in local system
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68
What are Langchain Fallbacks?
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69
What are Chains in Langchain?
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70
File logging for LangChain apps explained with codes
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71
What are agents in Langchain?
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72
How does Langchain use Vector DBs? with example
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73
Why do LLMs hallucinate?
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