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# Best of Pinecone — 2023

1. 1  
[](/posts/how-to-build-a-smart-chatbot-in-10-mins-with-langchain-wkkfgnzmx "How to Build a Smart Chatbot in 10 mins with LangChain")  
Article  
![Avatar of bytebytego](https://media.daily.dev/image/upload/t_logo,f_auto/v1/logos/35be29234ee14d01a9cd049c52e12753)ByteByteGo · 3y  
How to Build a Smart Chatbot in 10 mins with LangChain  
Damien Benveniste is the author of The AiEdge newsletter and was a Machine Learning Tech Lead at Meta. He shares how to build a smart chatbot in 10 minutes with LangChain. LangChain is an incredible tool for interacting with Large Language Models (LLM) It has API connections to public LLMs, chat and embedding models.  
32
2. 2  
[](/posts/a16z-infra-companion-app-ai-companions-with-memory-a-lightweight-stack-to-create-and-host-your-own-jxmzy9w7m "a16z-infra/companion-app: AI companions with memory: a lightweight stack to create and host your own AI companions")  
Article  
![Avatar of community](https://media.daily.dev/image/upload/t_logo,f_auto/v1655817725/logos/community)Community Picks · 3y  
a16z-infra/companion-app: AI companions with memory: a lightweight stack to create and host your own AI companions  
A16z-infra/companion-app: AI companions with memory: a lightweight stack to create and host your own AI companions AI Companion App. It currently contains companions on both ChatGPT and Vicuna hosted on Replicate.  
13
3. 3  
[](/posts/a16z-infra-ai-getting-started-a-javascript-ai-getting-started-stack-for-weekend-projects-including-ecy8gbfii "a16z-infra/ai-getting-started: A Javascript AI getting started stack for weekend projects, including image/text models, vector stores, auth, and deployment configs")  
Article  
![Avatar of pointer](https://media.daily.dev/image/upload/t_logo,f_auto/v1/logos/65d4168582f14e0cb2b46693356e66f1)Pointer · 3y  
a16z-infra/ai-getting-started: A Javascript AI getting started stack for weekend projects, including image/text models, vector stores, auth, and deployment configs  
GitHub - a16z-infra/ai-getting-started: A Javascript AI getting started stack for weekend projects, including image/text models, vector stores, auth, and deployment configs. The simplest way to try out this stack is to test it out locally and traverse through code files to understand how each component work.  
12
4. 4  
[](/posts/how-to-overcome-gpt-token-limit--csxyswj9h "How to Overcome GPT Token Limit?")  
Article  
![Avatar of uxplanet](https://media.daily.dev/image/upload/t_logo,f_auto/v1/logos/45df2b4bdc604c15aa75bc4e9c5f493c)UX Planet · 3y  
How to Overcome GPT Token Limit?  
How to Overcome GPT Token Limit? How can we make it so that the capabilities of ChatGPT use not just the internet, but also your knowledge accumulated over many years? The first thing that comes to mind when you have such a need is to load everything into the context. Vectors come to our aid.  
12

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