From 4450791edd1999c9cb5e7b9fca0cedeb2b8081b2 Mon Sep 17 00:00:00 2001 From: Leonid Ganeline Date: Thu, 6 Jul 2023 09:44:23 -0700 Subject: [PATCH] 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 --- .../docs/get_started/tutorials.mdx | 68 +++++++++++-------- 1 file changed, 38 insertions(+), 30 deletions(-) diff --git a/docs/docs_skeleton/docs/get_started/tutorials.mdx b/docs/docs_skeleton/docs/get_started/tutorials.mdx index 61c91df781..6b76bb1300 100644 --- a/docs/docs_skeleton/docs/get_started/tutorials.mdx +++ b/docs/docs_skeleton/docs/get_started/tutorials.mdx @@ -1,12 +1,14 @@ # Tutorials -⛓ icon marks a new addition [last update 2023-06-20] +⛓ icon marks a new addition [last update 2023-07-05] --------------------- -### DeepLearning.AI course -[LangChain for LLM Application Development](https://learn.deeplearning.ai/langchain) by Harrison Chase and [Andrew Ng](https://en.wikipedia.org/wiki/Andrew_Ng) +### DeepLearning.AI courses + by [Harrison Chase](https://github.com/hwchase17) and [Andrew Ng](https://en.wikipedia.org/wiki/Andrew_Ng) +- [LangChain for LLM Application Development](https://learn.deeplearning.ai/langchain) +- ⛓ [LangChain Chat with Your Data](https://learn.deeplearning.ai/langchain-chat-with-your-data) ### Handbook [LangChain AI Handbook](https://www.pinecone.io/learn/langchain/) By **James Briggs** and **Francisco Ingham** @@ -21,23 +23,27 @@ ## Tutorials -### [LangChain for Gen AI and LLMs](https://www.youtube.com/playlist?list=PLIUOU7oqGTLieV9uTIFMm6_4PXg-hlN6F) by [James Briggs](https://www.youtube.com/@jamesbriggs): +### [LangChain for Gen AI and LLMs](https://www.youtube.com/playlist?list=PLIUOU7oqGTLieV9uTIFMm6_4PXg-hlN6F) by [James Briggs](https://www.youtube.com/@jamesbriggs) - #1 [Getting Started with `GPT-3` vs. Open Source LLMs](https://youtu.be/nE2skSRWTTs) - #2 [Prompt Templates for `GPT 3.5` and other LLMs](https://youtu.be/RflBcK0oDH0) - #3 [LLM Chains using `GPT 3.5` and other LLMs](https://youtu.be/S8j9Tk0lZHU) +- [LangChain Data Loaders, Tokenizers, Chunking, and Datasets - Data Prep 101](https://youtu.be/eqOfr4AGLk8) - #4 [Chatbot Memory for `Chat-GPT`, `Davinci` + other LLMs](https://youtu.be/X05uK0TZozM) - #5 [Chat with OpenAI in LangChain](https://youtu.be/CnAgB3A5OlU) - #6 [Fixing LLM Hallucinations with Retrieval Augmentation in LangChain](https://youtu.be/kvdVduIJsc8) -- #7 [LangChain Agents Deep Dive with GPT 3.5](https://youtu.be/jSP-gSEyVeI) +- #7 [LangChain Agents Deep Dive with `GPT 3.5`](https://youtu.be/jSP-gSEyVeI) - #8 [Create Custom Tools for Chatbots in LangChain](https://youtu.be/q-HNphrWsDE) - #9 [Build Conversational Agents with Vector DBs](https://youtu.be/H6bCqqw9xyI) -- ⛓ #10 [Using NEW `MPT-7B` in Hugging Face and LangChain](https://youtu.be/DXpk9K7DgMo) +- [Using NEW `MPT-7B` in Hugging Face and LangChain](https://youtu.be/DXpk9K7DgMo) +- ⛓ [`MPT-30B` Chatbot with LangChain](https://youtu.be/pnem-EhT6VI) -### [LangChain 101](https://www.youtube.com/playlist?list=PLqZXAkvF1bPNQER9mLmDbntNfSpzdDIU5) by [Greg Kamradt (Data Indy)](https://www.youtube.com/@DataIndependent): +### [LangChain 101](https://www.youtube.com/playlist?list=PLqZXAkvF1bPNQER9mLmDbntNfSpzdDIU5) by [Greg Kamradt (Data Indy)](https://www.youtube.com/@DataIndependent) - [What Is LangChain? - LangChain + `ChatGPT` Overview](https://youtu.be/_v_fgW2SkkQ) - [Quickstart Guide](https://youtu.be/kYRB-vJFy38) - [Beginner Guide To 7 Essential Concepts](https://youtu.be/2xxziIWmaSA) +- [Beginner Guide To 9 Use Cases](https://youtu.be/vGP4pQdCocw) +- [Agents Overview + Google Searches](https://youtu.be/Jq9Sf68ozk0) - [`OpenAI` + `Wolfram Alpha`](https://youtu.be/UijbzCIJ99g) - [Ask Questions On Your Custom (or Private) Files](https://youtu.be/EnT-ZTrcPrg) - [Connect `Google Drive Files` To `OpenAI`](https://youtu.be/IqqHqDcXLww) @@ -52,13 +58,14 @@ - [Use LLMs To Extract Data From Text (Expert Mode)](https://youtu.be/xZzvwR9jdPA) - [Extract Insights From Interview Transcripts Using LLMs](https://youtu.be/shkMOHwJ4SM) - [5 Levels Of LLM Summarizing: Novice to Expert](https://youtu.be/qaPMdcCqtWk) -- ⛓ [Control Tone & Writing Style Of Your LLM Output](https://youtu.be/miBG-a3FuhU) -- ⛓ [Build Your Own `AI Twitter Bot` Using LLMs](https://youtu.be/yLWLDjT01q8) -- ⛓ [ChatGPT made my interview questions for me (`Streamlit` + LangChain)](https://youtu.be/zvoAMx0WKkw) -- ⛓ [Function Calling via ChatGPT API - First Look With LangChain](https://youtu.be/0-zlUy7VUjg) +- [Control Tone & Writing Style Of Your LLM Output](https://youtu.be/miBG-a3FuhU) +- [Build Your Own `AI Twitter Bot` Using LLMs](https://youtu.be/yLWLDjT01q8) +- [ChatGPT made my interview questions for me (`Streamlit` + LangChain)](https://youtu.be/zvoAMx0WKkw) +- [Function Calling via ChatGPT API - First Look With LangChain](https://youtu.be/0-zlUy7VUjg) +- ⛓ [Extract Topics From Video/Audio With LLMs (Topic Modeling w/ LangChain)](https://youtu.be/pEkxRQFNAs4) -### [LangChain How to and guides](https://www.youtube.com/playlist?list=PL8motc6AQftk1Bs42EW45kwYbyJ4jOdiZ) by [Sam Witteveen](https://www.youtube.com/@samwitteveenai): +### [LangChain How to and guides](https://www.youtube.com/playlist?list=PL8motc6AQftk1Bs42EW45kwYbyJ4jOdiZ) by [Sam Witteveen](https://www.youtube.com/@samwitteveenai) - [LangChain Basics - LLMs & PromptTemplates with Colab](https://youtu.be/J_0qvRt4LNk) - [LangChain Basics - Tools and Chains](https://youtu.be/hI2BY7yl_Ac) - [`ChatGPT API` Announcement & Code Walkthrough with LangChain](https://youtu.be/phHqvLHCwH4) @@ -82,26 +89,27 @@ - [LangChain Retrieval QA Over Multiple Files with `ChromaDB`](https://youtu.be/3yPBVii7Ct0) - [LangChain Retrieval QA with Instructor Embeddings & `ChromaDB` for PDFs](https://youtu.be/cFCGUjc33aU) - [LangChain + Retrieval Local LLMs for Retrieval QA - No OpenAI!!!](https://youtu.be/9ISVjh8mdlA) -- ⛓ [`Camel` + LangChain for Synthetic Data & Market Research](https://youtu.be/GldMMK6-_-g) -- ⛓ [Information Extraction with LangChain & `Kor`](https://youtu.be/SW1ZdqH0rRQ) -- ⛓ [Converting a LangChain App from OpenAI to OpenSource](https://youtu.be/KUDn7bVyIfc) -- ⛓ [Using LangChain `Output Parsers` to get what you want out of LLMs](https://youtu.be/UVn2NroKQCw) -- ⛓ [Building a LangChain Custom Medical Agent with Memory](https://youtu.be/6UFtRwWnHws) -- ⛓ [Understanding `ReACT` with LangChain](https://youtu.be/Eug2clsLtFs) -- ⛓ [`OpenAI Functions` + LangChain : Building a Multi Tool Agent](https://youtu.be/4KXK6c6TVXQ) -- ⛓ [What can you do with 16K tokens in LangChain?](https://youtu.be/z2aCZBAtWXs) -- ⛓ [Tagging and Extraction - Classification using `OpenAI Functions`](https://youtu.be/a8hMgIcUEnE) - - -### [LangChain](https://www.youtube.com/playlist?list=PLVEEucA9MYhOu89CX8H3MBZqayTbcCTMr) by [Prompt Engineering](https://www.youtube.com/@engineerprompt): +- [`Camel` + LangChain for Synthetic Data & Market Research](https://youtu.be/GldMMK6-_-g) +- [Information Extraction with LangChain & `Kor`](https://youtu.be/SW1ZdqH0rRQ) +- [Converting a LangChain App from OpenAI to OpenSource](https://youtu.be/KUDn7bVyIfc) +- [Using LangChain `Output Parsers` to get what you want out of LLMs](https://youtu.be/UVn2NroKQCw) +- [Building a LangChain Custom Medical Agent with Memory](https://youtu.be/6UFtRwWnHws) +- [Understanding `ReACT` with LangChain](https://youtu.be/Eug2clsLtFs) +- [`OpenAI Functions` + LangChain : Building a Multi Tool Agent](https://youtu.be/4KXK6c6TVXQ) +- [What can you do with 16K tokens in LangChain?](https://youtu.be/z2aCZBAtWXs) +- [Tagging and Extraction - Classification using `OpenAI Functions`](https://youtu.be/a8hMgIcUEnE) +- ⛓ [HOW to Make Conversational Form with LangChain](https://youtu.be/IT93On2LB5k) + + +### [LangChain](https://www.youtube.com/playlist?list=PLVEEucA9MYhOu89CX8H3MBZqayTbcCTMr) by [Prompt Engineering](https://www.youtube.com/@engineerprompt) - [LangChain Crash Course — All You Need to Know to Build Powerful Apps with LLMs](https://youtu.be/5-fc4Tlgmro) - [Working with MULTIPLE `PDF` Files in LangChain: `ChatGPT` for your Data](https://youtu.be/s5LhRdh5fu4) - [`ChatGPT` for YOUR OWN `PDF` files with LangChain](https://youtu.be/TLf90ipMzfE) - [Talk to YOUR DATA without OpenAI APIs: LangChain](https://youtu.be/wrD-fZvT6UI) -- ⛓ [Langchain: PDF Chat App (GUI) | ChatGPT for Your PDF FILES](https://youtu.be/RIWbalZ7sTo) -- ⛓ [LangFlow: Build Chatbots without Writing Code](https://youtu.be/KJ-ux3hre4s) -- ⛓ [LangChain: Giving Memory to LLMs](https://youtu.be/dxO6pzlgJiY) -- ⛓ [BEST OPEN Alternative to `OPENAI's EMBEDDINGs` for Retrieval QA: LangChain](https://youtu.be/ogEalPMUCSY) +- [Langchain: PDF Chat App (GUI) | ChatGPT for Your PDF FILES](https://youtu.be/RIWbalZ7sTo) +- [LangFlow: Build Chatbots without Writing Code](https://youtu.be/KJ-ux3hre4s) +- [LangChain: Giving Memory to LLMs](https://youtu.be/dxO6pzlgJiY) +- [BEST OPEN Alternative to `OPENAI's EMBEDDINGs` for Retrieval QA: LangChain](https://youtu.be/ogEalPMUCSY) ### LangChain by [Chat with data](https://www.youtube.com/@chatwithdata) @@ -109,8 +117,8 @@ - [`GPT-4` Tutorial: How to Chat With Multiple `PDF` Files (~1000 pages of Tesla's 10-K Annual Reports)](https://youtu.be/Ix9WIZpArm0) - [`GPT-4` & LangChain Tutorial: How to Chat With A 56-Page `PDF` Document (w/`Pinecone`)](https://youtu.be/ih9PBGVVOO4) - [LangChain & Supabase Tutorial: How to Build a ChatGPT Chatbot For Your Website](https://youtu.be/R2FMzcsmQY8) -- ⛓ [LangChain Agents: Build Personal Assistants For Your Data (Q&A with Harrison Chase and Mayo Oshin)](https://youtu.be/gVkF8cwfBLI) +- [LangChain Agents: Build Personal Assistants For Your Data (Q&A with Harrison Chase and Mayo Oshin)](https://youtu.be/gVkF8cwfBLI) --------------------- -⛓ icon marks a new addition [last update 2023-06-20] \ No newline at end of file +⛓ icon marks a new addition [last update 2023-07-05] \ No newline at end of file