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docs: tutorials update (#7230)
updated `tutorials.mdx`: - added a link to new `Deeplearning AI` course on LangChain - added links to other tutorial videos - fixed format @baskaryan, @hwchase17
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Leonid Ganeline
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# Tutorials
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⛓ icon marks a new addition [last update 2023-06-20]
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⛓ icon marks a new addition [last update 2023-07-05]
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---------------------
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### DeepLearning.AI course
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[LangChain for LLM Application Development](https://learn.deeplearning.ai/langchain) by Harrison Chase and [Andrew Ng](https://en.wikipedia.org/wiki/Andrew_Ng)
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### DeepLearning.AI courses
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by [Harrison Chase](https://github.com/hwchase17) and [Andrew Ng](https://en.wikipedia.org/wiki/Andrew_Ng)
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- [LangChain for LLM Application Development](https://learn.deeplearning.ai/langchain)
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- ⛓ [LangChain Chat with Your Data](https://learn.deeplearning.ai/langchain-chat-with-your-data)
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### Handbook
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[LangChain AI Handbook](https://www.pinecone.io/learn/langchain/) By **James Briggs** and **Francisco Ingham**
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@ -21,23 +23,27 @@
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## Tutorials
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### [LangChain for Gen AI and LLMs](https://www.youtube.com/playlist?list=PLIUOU7oqGTLieV9uTIFMm6_4PXg-hlN6F) by [James Briggs](https://www.youtube.com/@jamesbriggs):
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### [LangChain for Gen AI and LLMs](https://www.youtube.com/playlist?list=PLIUOU7oqGTLieV9uTIFMm6_4PXg-hlN6F) by [James Briggs](https://www.youtube.com/@jamesbriggs)
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- #1 [Getting Started with `GPT-3` vs. Open Source LLMs](https://youtu.be/nE2skSRWTTs)
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- #2 [Prompt Templates for `GPT 3.5` and other LLMs](https://youtu.be/RflBcK0oDH0)
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- #3 [LLM Chains using `GPT 3.5` and other LLMs](https://youtu.be/S8j9Tk0lZHU)
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- [LangChain Data Loaders, Tokenizers, Chunking, and Datasets - Data Prep 101](https://youtu.be/eqOfr4AGLk8)
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- #4 [Chatbot Memory for `Chat-GPT`, `Davinci` + other LLMs](https://youtu.be/X05uK0TZozM)
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- #5 [Chat with OpenAI in LangChain](https://youtu.be/CnAgB3A5OlU)
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- #6 [Fixing LLM Hallucinations with Retrieval Augmentation in LangChain](https://youtu.be/kvdVduIJsc8)
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- #7 [LangChain Agents Deep Dive with GPT 3.5](https://youtu.be/jSP-gSEyVeI)
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- #7 [LangChain Agents Deep Dive with `GPT 3.5`](https://youtu.be/jSP-gSEyVeI)
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- #8 [Create Custom Tools for Chatbots in LangChain](https://youtu.be/q-HNphrWsDE)
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- #9 [Build Conversational Agents with Vector DBs](https://youtu.be/H6bCqqw9xyI)
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- ⛓ #10 [Using NEW `MPT-7B` in Hugging Face and LangChain](https://youtu.be/DXpk9K7DgMo)
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- [Using NEW `MPT-7B` in Hugging Face and LangChain](https://youtu.be/DXpk9K7DgMo)
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- ⛓ [`MPT-30B` Chatbot with LangChain](https://youtu.be/pnem-EhT6VI)
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### [LangChain 101](https://www.youtube.com/playlist?list=PLqZXAkvF1bPNQER9mLmDbntNfSpzdDIU5) by [Greg Kamradt (Data Indy)](https://www.youtube.com/@DataIndependent):
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### [LangChain 101](https://www.youtube.com/playlist?list=PLqZXAkvF1bPNQER9mLmDbntNfSpzdDIU5) by [Greg Kamradt (Data Indy)](https://www.youtube.com/@DataIndependent)
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- [What Is LangChain? - LangChain + `ChatGPT` Overview](https://youtu.be/_v_fgW2SkkQ)
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- [Quickstart Guide](https://youtu.be/kYRB-vJFy38)
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- [Beginner Guide To 7 Essential Concepts](https://youtu.be/2xxziIWmaSA)
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- [Beginner Guide To 9 Use Cases](https://youtu.be/vGP4pQdCocw)
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- [Agents Overview + Google Searches](https://youtu.be/Jq9Sf68ozk0)
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- [`OpenAI` + `Wolfram Alpha`](https://youtu.be/UijbzCIJ99g)
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- [Ask Questions On Your Custom (or Private) Files](https://youtu.be/EnT-ZTrcPrg)
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- [Connect `Google Drive Files` To `OpenAI`](https://youtu.be/IqqHqDcXLww)
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- [Use LLMs To Extract Data From Text (Expert Mode)](https://youtu.be/xZzvwR9jdPA)
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- [Extract Insights From Interview Transcripts Using LLMs](https://youtu.be/shkMOHwJ4SM)
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- [5 Levels Of LLM Summarizing: Novice to Expert](https://youtu.be/qaPMdcCqtWk)
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- ⛓ [Control Tone & Writing Style Of Your LLM Output](https://youtu.be/miBG-a3FuhU)
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- ⛓ [Build Your Own `AI Twitter Bot` Using LLMs](https://youtu.be/yLWLDjT01q8)
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- ⛓ [ChatGPT made my interview questions for me (`Streamlit` + LangChain)](https://youtu.be/zvoAMx0WKkw)
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- ⛓ [Function Calling via ChatGPT API - First Look With LangChain](https://youtu.be/0-zlUy7VUjg)
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- [Control Tone & Writing Style Of Your LLM Output](https://youtu.be/miBG-a3FuhU)
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- [Build Your Own `AI Twitter Bot` Using LLMs](https://youtu.be/yLWLDjT01q8)
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- [ChatGPT made my interview questions for me (`Streamlit` + LangChain)](https://youtu.be/zvoAMx0WKkw)
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- [Function Calling via ChatGPT API - First Look With LangChain](https://youtu.be/0-zlUy7VUjg)
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- ⛓ [Extract Topics From Video/Audio With LLMs (Topic Modeling w/ LangChain)](https://youtu.be/pEkxRQFNAs4)
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### [LangChain How to and guides](https://www.youtube.com/playlist?list=PL8motc6AQftk1Bs42EW45kwYbyJ4jOdiZ) by [Sam Witteveen](https://www.youtube.com/@samwitteveenai):
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### [LangChain How to and guides](https://www.youtube.com/playlist?list=PL8motc6AQftk1Bs42EW45kwYbyJ4jOdiZ) by [Sam Witteveen](https://www.youtube.com/@samwitteveenai)
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- [LangChain Basics - LLMs & PromptTemplates with Colab](https://youtu.be/J_0qvRt4LNk)
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- [LangChain Basics - Tools and Chains](https://youtu.be/hI2BY7yl_Ac)
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- [`ChatGPT API` Announcement & Code Walkthrough with LangChain](https://youtu.be/phHqvLHCwH4)
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- [LangChain Retrieval QA Over Multiple Files with `ChromaDB`](https://youtu.be/3yPBVii7Ct0)
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- [LangChain Retrieval QA with Instructor Embeddings & `ChromaDB` for PDFs](https://youtu.be/cFCGUjc33aU)
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- [LangChain + Retrieval Local LLMs for Retrieval QA - No OpenAI!!!](https://youtu.be/9ISVjh8mdlA)
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- ⛓ [`Camel` + LangChain for Synthetic Data & Market Research](https://youtu.be/GldMMK6-_-g)
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- ⛓ [Information Extraction with LangChain & `Kor`](https://youtu.be/SW1ZdqH0rRQ)
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- ⛓ [Converting a LangChain App from OpenAI to OpenSource](https://youtu.be/KUDn7bVyIfc)
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- ⛓ [Using LangChain `Output Parsers` to get what you want out of LLMs](https://youtu.be/UVn2NroKQCw)
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- ⛓ [Building a LangChain Custom Medical Agent with Memory](https://youtu.be/6UFtRwWnHws)
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- ⛓ [Understanding `ReACT` with LangChain](https://youtu.be/Eug2clsLtFs)
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- ⛓ [`OpenAI Functions` + LangChain : Building a Multi Tool Agent](https://youtu.be/4KXK6c6TVXQ)
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- ⛓ [What can you do with 16K tokens in LangChain?](https://youtu.be/z2aCZBAtWXs)
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- ⛓ [Tagging and Extraction - Classification using `OpenAI Functions`](https://youtu.be/a8hMgIcUEnE)
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- [`Camel` + LangChain for Synthetic Data & Market Research](https://youtu.be/GldMMK6-_-g)
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- [Information Extraction with LangChain & `Kor`](https://youtu.be/SW1ZdqH0rRQ)
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- [Converting a LangChain App from OpenAI to OpenSource](https://youtu.be/KUDn7bVyIfc)
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- [Using LangChain `Output Parsers` to get what you want out of LLMs](https://youtu.be/UVn2NroKQCw)
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- [Building a LangChain Custom Medical Agent with Memory](https://youtu.be/6UFtRwWnHws)
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- [Understanding `ReACT` with LangChain](https://youtu.be/Eug2clsLtFs)
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- [`OpenAI Functions` + LangChain : Building a Multi Tool Agent](https://youtu.be/4KXK6c6TVXQ)
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- [What can you do with 16K tokens in LangChain?](https://youtu.be/z2aCZBAtWXs)
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- [Tagging and Extraction - Classification using `OpenAI Functions`](https://youtu.be/a8hMgIcUEnE)
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- ⛓ [HOW to Make Conversational Form with LangChain](https://youtu.be/IT93On2LB5k)
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### [LangChain](https://www.youtube.com/playlist?list=PLVEEucA9MYhOu89CX8H3MBZqayTbcCTMr) by [Prompt Engineering](https://www.youtube.com/@engineerprompt):
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### [LangChain](https://www.youtube.com/playlist?list=PLVEEucA9MYhOu89CX8H3MBZqayTbcCTMr) by [Prompt Engineering](https://www.youtube.com/@engineerprompt)
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- [LangChain Crash Course — All You Need to Know to Build Powerful Apps with LLMs](https://youtu.be/5-fc4Tlgmro)
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- [Working with MULTIPLE `PDF` Files in LangChain: `ChatGPT` for your Data](https://youtu.be/s5LhRdh5fu4)
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- [`ChatGPT` for YOUR OWN `PDF` files with LangChain](https://youtu.be/TLf90ipMzfE)
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- [Talk to YOUR DATA without OpenAI APIs: LangChain](https://youtu.be/wrD-fZvT6UI)
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- ⛓ [Langchain: PDF Chat App (GUI) | ChatGPT for Your PDF FILES](https://youtu.be/RIWbalZ7sTo)
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- ⛓ [LangFlow: Build Chatbots without Writing Code](https://youtu.be/KJ-ux3hre4s)
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- ⛓ [LangChain: Giving Memory to LLMs](https://youtu.be/dxO6pzlgJiY)
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- ⛓ [BEST OPEN Alternative to `OPENAI's EMBEDDINGs` for Retrieval QA: LangChain](https://youtu.be/ogEalPMUCSY)
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- [Langchain: PDF Chat App (GUI) | ChatGPT for Your PDF FILES](https://youtu.be/RIWbalZ7sTo)
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- [LangFlow: Build Chatbots without Writing Code](https://youtu.be/KJ-ux3hre4s)
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- [LangChain: Giving Memory to LLMs](https://youtu.be/dxO6pzlgJiY)
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- [BEST OPEN Alternative to `OPENAI's EMBEDDINGs` for Retrieval QA: LangChain](https://youtu.be/ogEalPMUCSY)
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### LangChain by [Chat with data](https://www.youtube.com/@chatwithdata)
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- [`GPT-4` Tutorial: How to Chat With Multiple `PDF` Files (~1000 pages of Tesla's 10-K Annual Reports)](https://youtu.be/Ix9WIZpArm0)
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- [`GPT-4` & LangChain Tutorial: How to Chat With A 56-Page `PDF` Document (w/`Pinecone`)](https://youtu.be/ih9PBGVVOO4)
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- [LangChain & Supabase Tutorial: How to Build a ChatGPT Chatbot For Your Website](https://youtu.be/R2FMzcsmQY8)
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- ⛓ [LangChain Agents: Build Personal Assistants For Your Data (Q&A with Harrison Chase and Mayo Oshin)](https://youtu.be/gVkF8cwfBLI)
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- [LangChain Agents: Build Personal Assistants For Your Data (Q&A with Harrison Chase and Mayo Oshin)](https://youtu.be/gVkF8cwfBLI)
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---------------------
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⛓ icon marks a new addition [last update 2023-06-20]
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⛓ icon marks a new addition [last update 2023-07-05]
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