Guidance for composing prompts and constrained generation
Interleave literal text, generated spans and output constraints in a program.
AI GitHub
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XGrammar for grammar-constrained decoding
Apply structured-output constraints inside a model inference engine.
Outlines for typed model outputs
Generate text that conforms to a type, schema or pattern through a supported model backend.
LiteRT for Android and edge inference
Deploy small machine-learning models into mobile and embedded applications.
nndeploy for multi-stage edge inference pipelines
Build a graph that combines preprocessing, inference and postprocessing across model backends.
MLC LLM for compiled language model inference
Build language model runtimes for different device targets using compilation.
AI GitHub Repos FAQ
What does an AI GitHub project page explain?
Each page introduces the project, explains its capabilities and highlights practical takeaways. Follow the repository link for the latest documentation and setup instructions.
How do I add a GitHub repository?
Sign in, choose Add Repo and paste the main URL of a public AI repository, not a file or issue link. Franklin AI uses the project’s README to build and publish a page and links your contribution to your profile. Each account can add up to 20 repositories a day.
What if a repository cannot be published straight away?
Private repositories cannot be added. If the README is too short for an automatic page, or the project is already being reviewed, the repository is saved in your submissions with the reason for an admin to complete, and you are credited when it is published.
What happens if the project is already listed?
Its existing page stays as it is. Adding it again links that page to your profile instead of creating a second one.
How do I find projects for one kind of work?
Use the Category filter. Each card shows its categories, such as AI Agents or AI Development, and the repository’s owner and name.