forked from Archives/langchain
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# Added an overview of LangChain modules Aimed at introducing newcomers to LangChain's main modules :) Twitter handle is @edrick_dch ## Who can review? @eyurtsev
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Tutorials
⛓ icon marks a new addition [last update 2023-05-15]
DeepLearning.AI course
⛓LangChain for LLM Application Development by Harrison Chase presented by Andrew Ng
Handbook
LangChain AI Handbook By James Briggs and Francisco Ingham
Tutorials
LangChain Tutorials by Edrick:
- ⛓ LangChain, Chroma DB, OpenAI Beginner Guide | ChatGPT with your PDF
- ⛓ LangChain 101: The Complete Beginner's Guide
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-3vs. Open Source LLMs - #2 Prompt Templates for
GPT 3.5and other LLMs - #3 LLM Chains using
GPT 3.5and 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 +
ChatGPTOverview - Quickstart Guide
- Beginner Guide To 7 Essential Concepts
OpenAI+Wolfram Alpha- Ask Questions On Your Custom (or Private) Files
- Connect
Google Drive FilesToOpenAI YouTube Transcripts+OpenAI- Question A 300 Page Book (w/
OpenAI+Pinecone) - Workaround
OpenAI'sToken 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
OpenAITo +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 APIAnnouncement & Code Walkthrough with LangChain- Conversations with Memory (explanation & code walkthrough)
- Chat with
Flan20B - Using
Hugging Face Modelslocally (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 ChatGPTusing LangChain - LangChain Agents - Joining Tools and Chains with Decisions
- Comparing LLMs with LangChain
- Using
Constitutional AIin LangChain - Talking to
Alpacawith LangChain - Creating an Alpaca Chatbot - Talk to your
CSV&Excelwith LangChain BabyAGI: Discover the Power of Task-Driven Autonomous Agents!- Improve your
BabyAGIwith LangChain - ⛓ Master
PDFChat with LangChain - Your essential guide to queries on documents - ⛓ Using LangChain with
DuckDuckGOWikipedia&PythonREPLTools - ⛓ 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 &
ChromaDBfor 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
PDFFiles in LangChain:ChatGPTfor your Data ChatGPTfor YOUR OWNPDFfiles 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-4Tutorial: How to Chat With MultiplePDFFiles (~1000 pages of Tesla's 10-K Annual Reports)GPT-4& LangChain Tutorial: How to Chat With A 56-PagePDFDocument (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
PDFfiles withChatGPT - LangChain Models:
ChatGPT,Flan Alpaca,OpenAI Embeddings, Prompt Templates & Streaming - LangChain Chains: Use
ChatGPTto Build Conversational Agents, Summaries and Q&A on Text With LLMs - Analyze Custom CSV Data with
GPT-4using Langchain - ⛓ Build ChatGPT Chatbots with LangChain Memory: Understanding and Implementing Memory in Conversations
⛓ icon marks a new addition [last update 2023-05-15]