Open Source Capability Building Projects

LLM Application Framework Public

langchain

LLM application framework for checking model, prompt, tool, retrieval, and chain integration boundaries.

LLM appsRAGTool calling

Software Development & Delivery Public

codex

Lightweight coding agent that runs in your terminal

Software Development & Delivery Public

OpenSpec

Spec-driven development (SDD) for AI coding assistants.

Software Development & Delivery Preview

prettier

Prettier is an opinionated code formatter.

Software Development & Delivery Public

trivy

Find vulnerabilities, misconfigurations, secrets, SBOM in containers, Kubernetes, code repositories, clouds and more

MCP Tool Integration Public

dspy

MCP tool integration project for safely connecting external tools, services, or data sources to an AI host.

MCPTool callingHost configuration

LLM Application Framework Public

langgraph

LLM application framework for checking model, prompt, tool, retrieval, and chain integration boundaries.

LLM appsRAGTool calling

Research & Knowledge Management Public

gitleaks

Find secrets with Gitleaks 🔑

Vector Retrieval and RAG Public

supermemory

Vector retrieval project for checking embedding storage, query semantics, RAG integration, data boundaries, and rollback.

Vector databaseRAGEmbeddings

Developer Workflow Public

vibe-kanban

Developer workflow project for checking task state, code/agent collaboration, permissions, and delivery boundaries.

Developer workflowTask boardAgent collaboration

Software Development & Delivery Public

trufflehog

Find, verify, and analyze leaked credentials

Software Development & Delivery Public

shields

Concise, consistent, and legible badges in SVG and raster format

MCP Tool Integration Public

crush

MCP tool integration project for safely connecting external tools, services, or data sources to an AI host.

MCPTool callingHost configuration

MCP Tool Integration Public

owl

MCP tool integration project for safely connecting external tools, services, or data sources to an AI host.

MCPTool callingHost configuration

Agent SDK and Runtime Public

pydantic-ai

Agent SDK project for checking tool calls, state, handoffs, traces, evaluation, and permission boundaries.

Agent SDKTool callsHandoffs

Software Development & Delivery Public

olmocr

Toolkit for linearizing PDFs for LLM datasets/training

Observability and Evaluation Public

deepeval

Observability and evaluation project for turning logs, quality metrics, drift, or experiment results into reviewable signals.

ObservabilityEvaluationQuality metrics

Software Development & Delivery Public

tvm

Open Machine Learning Compiler Framework

Software Development & Delivery Public

metaflow

Build, Manage and Deploy AI/ML Systems

Software Development & Delivery Public

BentoML

The easiest way to serve AI apps and models - Build Model Inference APIs, Job queues, LLM apps, Multi-model pipelines, and more!

Security Review & Permission Governance Public

bandit

Bandit is a tool designed to find common security issues in Python code.

Frontend Agents and Generative UI Public

harness-sdk

Frontend agent and generative UI project for checking React/Angular integration, app actions, UI state, and UX boundaries.

Generative UIFrontend agentsReact

Software Development & Delivery Public

zenml

ZenML 🙏: One AI Platform from Pipelines to Agents. https://zenml.io.

Customer Communication & Team Operations Preview

detect-secrets

An enterprise friendly way of detecting and preventing secrets in code.

Data Analysis & Investment Research Public

sqlmesh

Scalable and efficient data transformation framework - backwards compatible with dbt.

Software Development & Delivery Public

OSWorld

[NeurIPS 2024] OSWorld: Benchmarking Multimodal Agents for Open-Ended Tasks in Real Computer Environments

Software Development & Delivery Public

code-interpreter

Python & JS/TS SDK for running AI-generated code/code interpreting in your AI app

Vector Retrieval and RAG Public

LLMStack

Vector retrieval project for checking embedding storage, query semantics, RAG integration, data boundaries, and rollback.

Vector databaseRAGEmbeddings

Software Development & Delivery Public

kernels

Build compute kernels and load them from the Hub.

MCP Tool Integration Public

pipenet

MCP tool integration project for safely connecting external tools, services, or data sources to an AI host.

MCPTool callingHost configuration

Software Development & Delivery Public

djblets

A collection of useful extensions for Django.

Software Development & Delivery Preview

vite-plugin-top-level-await

Transform code to support top-level await in normal browsers for Vite.

MCP Tool Integration Public

OpenHands-CLI

MCP tool integration project for safely connecting external tools, services, or data sources to an AI host.

MCPTool callingHost configuration

Software Development & Delivery Public

ReviewBot

A tool for running automated static analysis on code posted to a Review Board instance.

Software Development Open Source Capability Building Project Capability

Vector Retrieval and RAG Public

ToM-SWE

Vector retrieval project for checking embedding storage, query semantics, RAG integration, data boundaries, and rollback.

Vector databaseRAGEmbeddings

Software Development & Delivery Public

kgb

Python function spy support for unit tests

Vector Retrieval and RAG Public

Vex

Vector retrieval project for checking embedding storage, query semantics, RAG integration, data boundaries, and rollback.

Vector databaseRAGEmbeddings

Software Development & Delivery Public

python-typelets

Type hints and utility objects for Python and Django projects.

Software Development Open Source Capability Building Project Capability

MCP Tool Integration Public

agent-device

MCP tool integration project for safely connecting external tools, services, or data sources to an AI host.

MCPTool callingHost configuration

Software Development & Delivery Public

Data Analysis & Investment Research Public