forked from Archives/langchain
e80585bab0
# Added a YouTube Tutorial Added a LangChain tutorial playlist aimed at onboarding newcomers to LangChain and its use cases. I've shared the video in the #tutorials channel and it seemed to be well received. I think this could be useful to the greater community. ## Who can review? @dev2049
7.6 KiB
7.6 KiB
Tutorials
This is a collection of LangChain
tutorials on YouTube
.
⛓ icon marks a new video [last update 2023-05-15]
LangChain Tutorials by Edrick:
LangChain Crash Course: Build an AutoGPT app in 25 minutes by Nicholas Renotte
LangChain Crash Course - Build apps with language models by Patrick Loeber
LangChain Explained in 13 Minutes | QuickStart Tutorial for Beginners by Rabbitmetrics
LangChain for Gen AI and LLMs by James Briggs:
- #1 Getting Started with
GPT-3
vs. Open Source LLMs - #2 Prompt Templates for
GPT 3.5
and other LLMs - #3 LLM Chains using
GPT 3.5
and other LLMs - #4 Chatbot Memory for
Chat-GPT
,Davinci
+ other LLMs - #5 Chat with OpenAI in LangChain
- ⛓ #6 Fixing LLM Hallucinations with Retrieval Augmentation in LangChain
- ⛓ #7 LangChain Agents Deep Dive with GPT 3.5
- ⛓ #8 Create Custom Tools for Chatbots in LangChain
- ⛓ #9 Build Conversational Agents with Vector DBs
LangChain 101 by Data Independent:
- What Is LangChain? - LangChain +
ChatGPT
Overview - Quickstart Guide
- Beginner Guide To 7 Essential Concepts
OpenAI
+Wolfram Alpha
- Ask Questions On Your Custom (or Private) Files
- Connect
Google Drive Files
ToOpenAI
YouTube Transcripts
+OpenAI
- Question A 300 Page Book (w/
OpenAI
+Pinecone
) - Workaround
OpenAI's
Token Limit With Chain Types - Build Your Own OpenAI + LangChain Web App in 23 Minutes
- Working With The New
ChatGPT API
- OpenAI + LangChain Wrote Me 100 Custom Sales Emails
- Structured Output From
OpenAI
(Clean Dirty Data) - Connect
OpenAI
To +5,000 Tools (LangChain +Zapier
) - Use LLMs To Extract Data From Text (Expert Mode)
- ⛓ Extract Insights From Interview Transcripts Using LLMs
- ⛓ 5 Levels Of LLM Summarizing: Novice to Expert
LangChain How to and guides by Sam Witteveen:
- LangChain Basics - LLMs & PromptTemplates with Colab
- LangChain Basics - Tools and Chains
ChatGPT API
Announcement & Code Walkthrough with LangChain- Conversations with Memory (explanation & code walkthrough)
- Chat with
Flan20B
- Using
Hugging Face Models
locally (code walkthrough) PAL
: Program-aided Language Models with LangChain code- Building a Summarization System with LangChain and
GPT-3
- Part 1 - Building a Summarization System with LangChain and
GPT-3
- Part 2 - Microsoft's
Visual ChatGPT
using LangChain - LangChain Agents - Joining Tools and Chains with Decisions
- Comparing LLMs with LangChain
- Using
Constitutional AI
in LangChain - Talking to
Alpaca
with LangChain - Creating an Alpaca Chatbot - Talk to your
CSV
&Excel
with LangChain BabyAGI
: Discover the Power of Task-Driven Autonomous Agents!- Improve your
BabyAGI
with LangChain - ⛓ Master
PDF
Chat with LangChain - Your essential guide to queries on documents - ⛓ Using LangChain with
DuckDuckGO
Wikipedia
&PythonREPL
Tools - ⛓ Building Custom Tools and Agents with LangChain (gpt-3.5-turbo)
- ⛓ LangChain Retrieval QA Over Multiple Files with
ChromaDB
- ⛓ LangChain Retrieval QA with Instructor Embeddings &
ChromaDB
for PDFs - ⛓ LangChain + Retrieval Local LLMs for Retrieval QA - No OpenAI!!!
LangChain by Prompt Engineering:
- LangChain Crash Course — All You Need to Know to Build Powerful Apps with LLMs
- Working with MULTIPLE
PDF
Files in LangChain:ChatGPT
for your Data ChatGPT
for YOUR OWNPDF
files with LangChain- Talk to YOUR DATA without OpenAI APIs: LangChain
- ⛓️ CHATGPT For WEBSITES: Custom ChatBOT
LangChain by Chat with data
- LangChain Beginner's Tutorial for
Typescript
/Javascript
GPT-4
Tutorial: How to Chat With MultiplePDF
Files (~1000 pages of Tesla's 10-K Annual Reports)GPT-4
& LangChain Tutorial: How to Chat With A 56-PagePDF
Document (w/Pinecone
)- ⛓ LangChain & Supabase Tutorial: How to Build a ChatGPT Chatbot For Your Website
Get SH*T Done with Prompt Engineering and LangChain by Venelin Valkov
- Getting Started with LangChain: Load Custom Data, Run OpenAI Models, Embeddings and
ChatGPT
- Loaders, Indexes & Vectorstores in LangChain: Question Answering on
PDF
files withChatGPT
- LangChain Models:
ChatGPT
,Flan Alpaca
,OpenAI Embeddings
, Prompt Templates & Streaming - LangChain Chains: Use
ChatGPT
to Build Conversational Agents, Summaries and Q&A on Text With LLMs - Analyze Custom CSV Data with
GPT-4
using Langchain - ⛓ Build ChatGPT Chatbots with LangChain Memory: Understanding and Implementing Memory in Conversations
⛓ icon marks a new video [last update 2023-05-15]