DeepSparse Server
DeepSparse is an inference runtime taking advantage of sparsity with neural networks offering GPU-class performance on CPUs.
LangServe
LangServe makes it easy to deploy LangChain applications as RESTful APIs.
- CategoryAI
- AuthorKoyeb
- Websitelangchain.com/langserve
- Repositorygithub.com/langchain-ai/langserve
- TechnologiesLangServe, LangChain, FastAPI
Overview
LangChain allows you to build complex applications running the latest AI models using powerful, easy-to-reason-about abstractions. You can choose the best model for your project and then customize prompts and temperatures to get the best results out of LLMs.
LangServe gives you the tools you need to deploy LangChain runnables and chains quickly and easily as RESTful APIs. It is built using FastAPI to deliver high performance, production-ready services.
This demo application deploys a simple page allowing you to prompt a chatbot for information. The bot will respond to queries with general information about the topic provided.
Try it out
To deploy this application, you'll need to sign up for an OpenAI account and create an API key.
When you deploy the application, fill in the OPENAI_API_KEY environment variable with your API key value.
Once the LangServe application is deployed, you can view the prompt page by visiting the Koyeb App URL with /openai/playground appended to the end:
https://<YOUR_APP_NAME>-<YOUR_KOYEB_ORG>.koyeb.app/openai/playground
Additional resources
Related One-Click Apps in this category
Fooocus
Deploy Fooocus, a powerful AI image generation tool, on Koyeb
LlamaIndex
LlamaIndex gives you the tools you need to build production-ready LLM applications from your organization's data.