LeapfrogAI Python API

A Python API that exposes AI backends, via FastAPI and gRPC, in the OpenAI API specification.

Usage

See the LeapfrogAI documentation website for system requirements and dependencies.

UDS Kubernetes cluster bootstrapped with UDS Core Slim Dev for local KeyCloak authentication, Istio Service Mesh, and MetalLB advertisement
Supabase for a vector database to store resulting embeddings in, and user management and authentication
Text Embeddings for RAG
LLaMA C++ Python or vLLM for completions and chat completions

To build and deploy the API Zarf package into an existing UDS Kubernetes cluster:

Important

Execute the following commands from the root of the LeapfrogAI repository

make build-api LOCAL_VERSION=dev FLAVOR=upstream
uds zarf package deploy packages/api/zarf-package-leapfrogai-api-*-dev.tar.zst --confirm

For other package flavors, use the following example:

make build-api FLAVOR=registry1
uds zarf package deploy packages/api/zarf-package-leapfrogai-api-*-dev.tar.zst --confirm

See the source code documentation for running the API from the source code for local Python environment development.