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    48 repositories

    • otari

      Public
      Open-source, OpenAI-compatible LLM gateway you run yourself. One endpoint for 40+ providers, with virtual keys, budgets, and usage tracking.
      pythonopen-sourceai
      pythonopen-sourceaigatewayself-hostedopenaimulti-providerbudgetsllmllmops
      Python
      •
      Apache License 2.0
      •62•507•281•40•Updated Oct 5, 2026Oct 5, 2026

    • apron-auth

      Public
      Stateless OAuth protocol library — auth URL building, PKCE, code exchange, token refresh, revocation, scope parsing.
      Python
      •
      Apache License 2.0
      •4•3•5•1•Updated Oct 5, 2026Oct 5, 2026

    • otari-sdk-python

      Public
      Python
      •
      Apache License 2.0
      •1•2•1•4•Updated Oct 5, 2026Oct 5, 2026

    • any-llm

      Public
      Communicate with an LLM provider using a single interface
      pythonaiinference
      pythonaiinferenceopenaideveloper-toolstext-completionllmanthropic
      Python
      •
      Apache License 2.0
      •228•2.2k•19•8•Updated Oct 5, 2026Oct 5, 2026

    • apron-tools

      Public
      Agent-ready provider API wrappers with typed schemas, OAuth scope mappings, and LLM function-calling definitions.
      Python
      •
      Apache License 2.0
      •2•2•39•1•Updated Oct 1, 2026Oct 1, 2026

    • any-agent

      Public
      A single interface to use and evaluate different agent frameworks
      aimcpagents
      aimcpagentsa2aagent-evaluation
      Python
      •
      Apache License 2.0
      •102•1.2k•16•12•Updated Oct 1, 2026Oct 1, 2026

    • any-guardrail

      Public
      Giving researchers and practitioners an easy way to switch between guardrails.
      Python
      •
      Apache License 2.0
      •21•123•14•4•Updated Oct 2, 2026Oct 2, 2026

    • clawbolt

      Public archive
      The AI Assistant that actually does things for the trades
      constructioncontractorassistant
      constructioncontractorassistantplumbertradeselectricianmechanicopenclaw
      Python
      •
      Apache License 2.0
      •12•103•15•13•Updated Sep 21, 2026Sep 21, 2026

    • document-to-podcast

      Public
      Blueprint by Mozilla.ai for generating podcasts from documents using local AI
      text-to-speechpodcasttext-to-text
      text-to-speechpodcasttext-to-textlocal-ai
      Python
      •
      Apache License 2.0
      •37•184•6•8•Updated Oct 5, 2026Oct 5, 2026

    • byota

      Public
      Blueprint to Build Your Own Timeline Algorithm
      Python
      •
      Apache License 2.0
      •8•83•3•0•Updated Sep 20, 2026Sep 20, 2026

    • apron-saml

      Public
      Stateless SP-side SAML 2.0 protocol library — AuthnRequest building, metadata, response decoding, and assertion validation.
      Python
      •
      Apache License 2.0
      •1•2•14•3•Updated Sep 29, 2026Sep 29, 2026

    • exp-llama-benchy

      Public
      A tool to run comparison benchmarks using llama-benchy
      Python
      •
      Apache License 2.0
      •0•0•0•0•Updated Sep 16, 2026Sep 16, 2026

    • warden

      Public
      Otari Plugin
      Python
      •
      Apache License 2.0
      •0•0•0•2•Updated Oct 2, 2026Oct 2, 2026

    • hackathon-search-example

      Public
      Minimal python code showing a barebones AI search assistant tool running with llamafile, exa MCP, and any-agent.
      Python
      •
      Apache License 2.0
      •1•1•0•4•Updated Oct 2, 2026Oct 2, 2026

    • otari-anyguardrail-container

      Public
      Container for using any-guardrails from otari
      Python
      •0•2•1•6•Updated Sep 1, 2026Sep 1, 2026

    • tinyagent

      Public
      Minimalist framework for running and monitoring an agent
      Python
      •
      Apache License 2.0
      •6•30•6•15•Updated Oct 1, 2026Oct 1, 2026

    • otari-sandbox-container

      Public
      Python
      •
      Apache License 2.0
      •1•1•2•1•Updated Sep 19, 2026Sep 19, 2026

    • tumo

      Public
      Material for the tumo workshops
      Python
      •
      Apache License 2.0
      •0•5•0•13•Updated Oct 3, 2026Oct 3, 2026

    • openresponses-python

      Public
      Python SDK for OpenResponses Spec
      Python
      •
      Apache License 2.0
      •1•12•0•0•Updated Aug 5, 2026Aug 5, 2026

    • know-your-docs-starter-kit

      Public
      Python
      •1•1•0•6•Updated Aug 5, 2026Aug 5, 2026

    • apron-scim

      Public
      Stateless server-side SCIM 2.0 protocol library — schema, filter parsing, PATCH, and request/response shaping for the service-provider role.
      Python
      •
      Apache License 2.0
      •0•1•21•0•Updated Jul 31, 2026Jul 31, 2026

    • .github

      Public
      Python
      •0•0•0•0•Updated Jul 14, 2026Jul 14, 2026

    • langchain-any-llm

      Public
      Langchain any-llm integration
      Python
      •
      MIT License
      •1•1•1•6•Updated Jun 23, 2026Jun 23, 2026

    • surf-spot-finder

      Public
      Python
      •
      Apache License 2.0
      •4•20•3•1•Updated Jun 20, 2026Jun 20, 2026

    • gguf-index

      Public
      Identify GGUF files by their SHA256
      Python
      •
      Apache License 2.0
      •0•2•0•3•Updated May 19, 2026May 19, 2026

    • any-llm-platform-client

      Public archive
      Python
      •
      Apache License 2.0
      •1•1•2•10•Updated May 19, 2026May 19, 2026

    • lumigator

      Public archive
      Source code for Mozilla.ai's Lumigator platform
      Python
      •
      Apache License 2.0
      •29•284•169•33•Updated May 11, 2026May 11, 2026

    • osm-ai-helper

      Public
      Blueprint by Mozilla.ai for mapping features in OpenStreetMap with Computer Vision
      Python
      •
      GNU Affero General Public License v3.0
      •13•95•4•11•Updated May 9, 2026May 9, 2026

    • federated-finetuning

      Public
      Blueprint for federated finetuning, enabling multiple data owners to collaboratively fine-tune models without sharing raw data. Developed in collaboration with …
      Python
      •
      Apache License 2.0
      •2•48•1•3•Updated Apr 8, 2026Apr 8, 2026

    • prompt-saliency

      Public
      A simple command-line tool to calculate importance of tokens in prompts sent to an LLM.
      Python
      •
      Apache License 2.0
      •0•21•0•1•Updated Apr 3, 2026Apr 3, 2026
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