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Added In-Depth Langchain Agent Execution Guide (#9507)

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Made the notion document of how Langchain executes agents method by
method in the codebase.
Can be helpful for developers that just started working with the
Langchain codebase.
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docs/extras/additional_resources/tutorials.mdx
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# Tutorials # Tutorials
Below are links to video tutorials and courses on LangChain. For written guides on common use cases for LangChain, check out the [use cases guides](/docs/use_cases). Below are links to tutorials and courses on LangChain. For written guides on common use cases for LangChain, check out the [use cases guides](/docs/use_cases).
⛓ icon marks a new addition [last update 2023-07-05] ⛓ icon marks a new addition [last update 2023-08-20]
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### DeepLearning.AI courses ### DeepLearning.AI courses
by [Harrison Chase](https://github.com/hwchase17) and [Andrew Ng](https://en.wikipedia.org/wiki/Andrew_Ng) 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 for LLM Application Development](https://learn.deeplearning.ai/langchain)
- ⛓ [LangChain Chat with Your Data](https://learn.deeplearning.ai/langchain-chat-with-your-data) - [LangChain Chat with Your Data](https://learn.deeplearning.ai/langchain-chat-with-your-data)
### Handbook ### Handbook
[LangChain AI Handbook](https://www.pinecone.io/learn/langchain/) By **James Briggs** and **Francisco Ingham** [LangChain AI Handbook](https://www.pinecone.io/learn/langchain/) By **James Briggs** and **Francisco Ingham**
@ -36,7 +36,7 @@ Below are links to video tutorials and courses on LangChain. For written guides
- #8 [Create Custom Tools for Chatbots in LangChain](https://youtu.be/q-HNphrWsDE) - #8 [Create Custom Tools for Chatbots in LangChain](https://youtu.be/q-HNphrWsDE)
- #9 [Build Conversational Agents with Vector DBs](https://youtu.be/H6bCqqw9xyI) - #9 [Build Conversational Agents with Vector DBs](https://youtu.be/H6bCqqw9xyI)
- [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) - [`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)
@ -63,7 +63,7 @@ Below are links to video tutorials and courses on LangChain. For written guides
- [Build Your Own `AI Twitter Bot` Using LLMs](https://youtu.be/yLWLDjT01q8) - [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) - [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) - [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) - [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)
@ -99,7 +99,7 @@ Below are links to video tutorials and courses on LangChain. For written guides
- [`OpenAI Functions` + LangChain : Building a Multi Tool Agent](https://youtu.be/4KXK6c6TVXQ) - [`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) - [What can you do with 16K tokens in LangChain?](https://youtu.be/z2aCZBAtWXs)
- [Tagging and Extraction - Classification using `OpenAI Functions`](https://youtu.be/a8hMgIcUEnE) - [Tagging and Extraction - Classification using `OpenAI Functions`](https://youtu.be/a8hMgIcUEnE)
- ⛓ [HOW to Make Conversational Form with LangChain](https://youtu.be/IT93On2LB5k) - [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](https://www.youtube.com/playlist?list=PLVEEucA9MYhOu89CX8H3MBZqayTbcCTMr) by [Prompt Engineering](https://www.youtube.com/@engineerprompt)
@ -121,5 +121,9 @@ Below are links to video tutorials and courses on LangChain. For written guides
- [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)
### Codebase Analysis
- ⛓ [Codebase Analysis: Langchain Agents](https://carbonated-yacht-2c5.notion.site/Codebase-Analysis-Langchain-Agents-0b0587acd50647ca88aaae7cff5df1f2)
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⛓ icon marks a new addition [last update 2023-07-05] ⛓ icon marks a new addition [last update 2023-08-20]