How to Talk to a Codebase Using LangChain
Skills:
Tool Use & Function Calling90%Prompt Craft80%LLM Foundations70%Advanced Prompting60%Prompt Systems Engineering50%
#openai #langchain #codebase #ai #machinelearning #deeplearning #tutorial #coding #progamming
Letโs learn how to use LangChain to query a codebase!
๐ Chapters
00:00 - Introduction
00:01 - Setting up the environment
00:07 - Importing modules and API authentication
00:22 - Cloning and loading the repository
01:53 - Loading the files in the repository
02:14 - Chunking the files
03:00 - Vectorizing the documents
04:07 - Creating a dataset and adding documents
04:53 - Accessing the database
05:23 - Setting up the retriever
06:15 - Setting up a chat with OpenAI
07:05 - Querying the codebase
08:02 - Printing the answers
08:46 - Conclusion
๐ Links:
- LangChain docs tutorial on code understanding: https://python.langchain.com/en/latest/use_cases/code/twitter-the-algorithm-analysis-deeplake.html
- Subscribe!: https://www.youtube.com/channel/UCu8WF59Scx9f3H1N_FgZUwQ
- Join Medium: https://lucas-soares.medium.com/membership
- Tiktok: https://www.tiktok.com/@enkrateialucca?lang=en
- Twitter: https://twitter.com/LucasEnkrateia
- LinkedIn: https://www.linkedin.com/in/lucas-soares-969044167/u
Watch on YouTube โ
(saves to browser)
Sign in to unlock AI tutor explanation ยท โก30
Playlist
Uploads from Automata Learning Lab ยท Automata Learning Lab ยท 0 of 60
โ Previous
Next โ
1
2
3
4
5
6
7
8
9
10
11
12
13
14
15
16
17
18
19
20
21
22
23
24
25
26
27
28
29
30
31
32
33
34
35
36
37
38
39
40
41
42
43
44
45
46
47
48
49
50
51
52
53
54
55
56
57
58
59
60
A Quick Tutorial on NLP Basics
Automata Learning Lab
Automating your Digital Morning Routine with Python
Automata Learning Lab
Exploring Problem Solving with Python and Jupyter Notebook #1
Automata Learning Lab
Summarize Papers with Python and GPT-3
Automata Learning Lab
An Experiment Tracking Tutorial with Mlflow and Keras
Automata Learning Lab
Automating Google Forms Submissions with Python
Automata Learning Lab
Productivity Tracking With Python and the Notion API
Automata Learning Lab
When your Machine Learning Model Fails Do This ;p
Automata Learning Lab
Machine Learning Tip#1 Practical Deep Learning Course
Automata Learning Lab
Machine Learning Tips: Deep Learning Monitor
Automata Learning Lab
Machine Learning Tips#5 MLOPs specialization in Coursera #machinelearning
Automata Learning Lab
Automatically Changing Desktop Wallpaper with Python and the Nasa Image API
Automata Learning Lab
Building an Image Classifier to Filter Out Unused Images From Your Photo Album with Machine Learning
Automata Learning Lab
Automating VS Code Snippets with Python
Automata Learning Lab
How to Set Up a Machine Learning Environment with Conda and Pip-Tools
Automata Learning Lab
9 Google Search Tips for Machine Learning
Automata Learning Lab
Thinking Tools
Automata Learning Lab
Automating Car Search with Python and Data Science
Automata Learning Lab
Generating Images from Text with Stable Diffusion and Hugging Face
Automata Learning Lab
A Practical Introduction to Data Science using the Spaceship Titanic Dataset from Kaggle
Automata Learning Lab
Jiu Jitsu App with Python and Streamlit
Automata Learning Lab
2 Apps for Coding In The Ipad Pro
Automata Learning Lab
From Tensorflow to Pytorch?
Automata Learning Lab
Building an Audio Transcription App with OpenAI Whisper and Streamlit
Automata Learning Lab
Productivity Tracking with Python Short Summary
Automata Learning Lab
Automating Expense Reports with Python
Automata Learning Lab
ChatGPT, Angry Pandas and AI Code
Automata Learning Lab
7 Strategies To Learn Anything Using ChatGPT
Automata Learning Lab
Building a Thought Summarization App with Whisper and GPT3
Automata Learning Lab
Visualize a Neural Net Learning Polynomial Functions
Automata Learning Lab
Automating Notion with Python
Automata Learning Lab
Pose Tracking for Jiu Jitsu - Update #jiujitsu #machinelearning
Automata Learning Lab
Update to my Pose Tracking for Jiu Jitsu Project #machinelearning #jiujitsu #ai #deeplearning
Automata Learning Lab
ChatGPT API Released by OpenAI
Automata Learning Lab
ChatGPT API Response Format #machinelearning #ai #datascience
Automata Learning Lab
Beyond Stable Diffusion with Composer | Automata Learning Lab Paper Series #1
Automata Learning Lab
Beyond Diffusion Models with Composer #machinelearning #ai
Automata Learning Lab
Machine Learning for Jiu Jitsu
Automata Learning Lab
Prompt Engineering Basics #machinelearning #gpt4 #chatgpt
Automata Learning Lab
Visual ChatGPT: Integrating Images with ChatGPT Paper Series#2
Automata Learning Lab
Visual ChatGPT #machinelearning #ai #artificialintelligence
Automata Learning Lab
LERF - Language Embeddings + NERF for Querying 3D Spaces #machinelearning #ai
Automata Learning Lab
Summarize Papers with Python and ChatGPT
Automata Learning Lab
Large Language Models can use Tools Now! #artificialintelligence #machinelearning #ai
Automata Learning Lab
Sparks of AGI in GPT4? #machinelearning #ai #agi #artificialintelligence
Automata Learning Lab
Toolformer: LLMs can use Tools! #chatgpt #llms #gpt4 #gpt3 #artificialintelligence
Automata Learning Lab
Talking to Your Notes with LangChain #artificialintelligence #llms #gpt4 #chatgpt
Automata Learning Lab
How to Talk to a PDF using LangChain and ChatGPT
Automata Learning Lab
Query Your Own Notes With LangChain
Automata Learning Lab
HuggingGPT #machinelearning #artificialintelligence #huggingface #gpt4 #chatgpt
Automata Learning Lab
Do as I Can Not as I Say Paper #artificialintelligence #llms #reinforcementlearning
Automata Learning Lab
Automating Anki Flashcards with OpenAI and GPT-4
Automata Learning Lab
Building A PDF Summarization App with Gradio and LangChain
Automata Learning Lab
Auto-GPT #artificialintelligence #gpt4 #llms #autogpt
Automata Learning Lab
DocGPT - Chat with Github #artificialintelligence #gpt4 #chatgpt
Automata Learning Lab
LLMs for Research and Planning #artificialintelligence #gpt4 #llms
Automata Learning Lab
How I Use ChatGPT for Interactive Language Learning
Automata Learning Lab
Building an Audio Transcription App with Gradio and Whisper
Automata Learning Lab
Summarizing and Querying Multiple Papers with LangChain
Automata Learning Lab
Mojo - The New AI Programming Language?
Automata Learning Lab
Related AI Lessons
โก
โก
โก
โก
Why I stopped picking image models and built a router instead
Medium ยท AI
ComfyUI hits $500M valuation as creators seek more control over AI-generated media
TechCrunch AI
5 Free AI Tools Every Teacher Should Be Using in 2026
Medium ยท AI
8 Gemini tips for organizing your space (and life)
Google AI Blog
Chapters (14)
Introduction
0:01
Setting up the environment
0:07
Importing modules and API authentication
0:22
Cloning and loading the repository
1:53
Loading the files in the repository
2:14
Chunking the files
3:00
Vectorizing the documents
4:07
Creating a dataset and adding documents
4:53
Accessing the database
5:23
Setting up the retriever
6:15
Setting up a chat with OpenAI
7:05
Querying the codebase
8:02
Printing the answers
8:46
Conclusion
๐
Tutor Explanation
DeepCamp AI