stephen37

ollama_local_rag

Milvus_demo

community

Where community members can share ideas, collaborate and learn from each other.

similarity_search_mlops

bootcamp

Dealing with all unstructured data, such as reverse image search, audio search, molecular search, video analysis, question and answer systems, NLP, etc.

cookbook

K8s-tutorial-milvus

langchain

🦜🔗 Build context-aware reasoning applications

langfuse-docs

🪢 Langfuse documentation -- Langfuse is the open source LLM Engineering Platform. Observability, evals, prompt management, playground and metrics to debug and improve LLM apps

milvus

A cloud-native vector database, storage for next generation AI applications

stephen37

Config files for my GitHub profile.

talks

datacatalog

Data Catalog is a service for indexing parameterized, strongly-typed data artifacts across revisions. It also powers Flytes memoization system

cognee

Deterministic LLMs Outputs for AI Applications and AI Agents

dspy

DSPy: The framework for programming—not prompting—foundation models

dss-plugin-dataproc-clusters

Dynamically create Dataproc clusters or attach to existing ones.

flyte

Kubernetes-native workflow automation platform for complex, mission-critical data and ML processes at scale. It has been battle-tested at Lyft, Spotify, Freenome, and others and is truly open-source.

flyteadmin

Control Plane for Flyte. Flyteadmin is a gRPC + REST Service written in golang and uses a RDBMs to store meta information and management information for Flyte Tasks and Workflows.

flytectl

A cross platform CLI for Flyte. Written in Golang. Offers an intuitive interface to Flyte https://docs.flyte.org/projects/flytectl/en/latest/

flytekit

Extensible Python SDK for developing Flyte tasks and workflows. Simple to get started and learn and highly extensible.

flytekit-python-template

A template for setting up a sandbox deployment with registerable flytekit workflows

flyteplugins

Flyte Backend Plugins contributed by the Flyte community.

flytepropeller

FlytePropeller is a Kubernetes native operator, that executes Flyte Workflows and Tasks. It has its own kubectl-flyte CLI to interact and is extensible using the flyteplugins/pluginmachinery interface

kustomize

Customization of kubernetes YAML configurations

langfuse

🪢 Open source LLM engineering platform. Observability, metrics, evals, prompt management, testing -- 🍊YC W23 🤖 integrate via Typescript, Python, OpenAI, Langchain, LlamaIndex, Litellm

letsbuild-ai

Community-driven platform dedicated to sharing resources, tools, and knowledge for AI enthusiasts and developers

milvus-lite

A lightweight version of Milvus wrapped with Python.

MLServer

An inference server for your machine learning models, including support for multiple frameworks, multi-model serving and more

seldon-core

An MLOps framework to package, deploy, monitor and manage thousands of production machine learning models

stephen37.github.io