Awesome Langchain Weekly Digest - w25/2023
Big Open AI Update, 16k Model and Functions
Hello LangChain Enthusiasts!
This week, we had a big OpenAI update bringing functions and 16k models. As usual, Langchain was quickly updated, and we already have some interesting content to start using them.
Quick highlight on some Langchain updates:
Document loaders
Integration
On the same day OpenAI released new models and features, Langchain introduced OpenAI Functions in LangChain. Besides empowering agents, it also allows extracting structured information from unstructured docs.
Changelog
This is a curated list of updates. For a comprehensive look at all updates on both Python and JS, review here:
Awesome Projects
Checkout those awesome projects showcasing the versatility of LangChain:
Vercel AI SDK: Build AI-powered applications with React and Svelte
Robby Chatbot: AI chatbot 🤖 for chatting with CSV, PDF, TXT files 📄 and YTB videos🎥, powered by Langchain, OpenAI, PyTube, and Streamlit.
DocNavigator: AI-powered chatbot builder that is designed to improve the user experience on product documentation/support websites
Multi-Modal LangChain agents in Production: Deploy LangChain Agents and connect them to Telegram
Alternatives
OpenLLM: An open platform for operating large language models (LLMs) in production. Fine-tune, serve, deploy, and monitor any LLMs with ease.
FlagAI: FlagAI (Fast LArge-scale General AI models) is a fast, easy-to-use, and extensible toolkit for large-scale models.
Articles & Videos
Sam Witteveen Videos
What can you do with 16K tokens in LangChain?
OpenAI Functions + LangChain: Building a Multi-Tool Agent
Greg Kamradt LangChain cookbook part 2 Use cases:
From Sequoia article giving an overview of LLMs stack usage in their portfolio:
“Nearly every company in the Sequoia network is building language models into their products.“
“Every practitioner we spoke with said AI is moving too quickly to have high confidence in the end-state stack, but there was consensus that LLM APIs will remain a key pillar, followed in popularity by retrieval mechanisms and development frameworks like LangChain.“Note: Sequoia led the LangChain funding round.
From Twitter
Other News
Check out the week program with over $850k in credits from Vercel and top AI platforms like LangChain. https://vercel.com/blog/vercel-ai-accelerator
That's All for Now!
Thank you for being part of this exciting journey with us. The LangChain ecosystem wouldn't be the same without its vibrant community. If you enjoyed this week's digest, please consider sharing it with others. With more people involved, our content becomes richer and more diverse.
Your input is invaluable to us. If we missed something or you'd like to suggest a project, please make a PR, add an issue on our GitHub repository, or email us at awesomelangchain[at]kyrolabs.com. We can't wait to hear from you!
Stay curious, stay awesome, and see you next week!
The team at Kyrolabs lovingly curates this newsletter.
PS: Looking for an opportunity to work with AI Agents and LangChain? At Kyrolabs we are looking for passionate people to join the journey, if you are interested, drop us a message at contact[at]kyrolabs.com and share with us your interest in AI Agents and background.