Home / Companies / Twilio / Blog / Post Details
Content Deep Dive

Build an AI SMS Chatbot with Replicate, LLaMA 2, and LangChain

Blog post from Twilio

Post Details
Company
Date Published
Author
Lizzie Siegle
Word Count
1,063
Company Posts That Month
37
Language
English
Hacker News Points
-
Post removed?
No
Summary

The project introduces an AI SMS chatbot that answers questions using LangChain templating, LLaMA 2, Replicate, and Twilio Programmable Messaging. The prerequisites include setting up a Twilio account, installing Python, creating a Replicate account, and installing necessary packages. A Flask app is created to accept inbound text messages, pass them to the LLaMA 2 model, and return the output as an outbound text message with Twilio Programmable Messaging. The code uses LangChain templating to define a prompt template for the AI assistant, which acts as Ahsoka from Star Wars, providing advice and answering questions. The project showcases how developers can build generative AI-powered tools and experiences using these technologies.

Trends Found in this Post
Trend Post Mentions Total Month Mentions Posts Companies MoM
LLM 15 2,134 271 94 -26%
Use This Data

Use this post, company, and trend context to find content marketing opportunities, perform competitive analysis, or address product feature gaps via the Plushcap MCP server or the Plushcap API.