Ollama Python Packages

ollama

Ollama Python library

strands-agents-tools

A set of tools that gives agents powerful capabilities.

agentops

Python SDK for AI agent monitoring, LLM cost tracking, benchmarking, and more. Integrates with most LLMs and agent frameworks including CrewAI, Agno, OpenAI Agents SDK, Langchain, Autogen, AG2, and CamelAI

strands-agents-builder

An example agent demonstrating streaming, tool use, and interactivity from your terminal. This agent builder can help you to build your own agents and tools.

pr-agent

🚀 PR Agent: The Original Open-Source PR Reviewer. This project is not the Qodo free tier.

my-claude-code

My Claude Code (MCC) is a local multi-provider LLM proxy, model router and control plane for Claude Code, Codex, OpenCode, Gemini CLI and other AI coding agents — 57 providers, fallback routing, credential health, a native web-search tool proxy, and exhaustive analytics with cost provenance in one local dashboard.

pygpt-net

Desktop AI Assistant powered by GPT-6, GPT-5, Gemini, Claude, Grok, Ollama, DeepSeek, Perplexity, and more - chat, agents, tools, MCP, plugins, RAG, vision, voice, image and video generation, speech synthesis and speech recognition, web search, memory, presets, canvas, assistants, themes, computer use. Windows, Linux, and Mac.

agentkthx

⚛️ AgentKthx - minimal, modular, python stdlib, agentic framework for tool calling AI agents. Runs locally with Ollama, BitNet, TurboQuant, in the cloud with OpenRouter, ZAI, HuggingFace, and Google Gemini. Extensible via a manifest-based plugin system for additional backends and features.

veles-ai

Minimal CLI agent framework with compounding project memory — gets smarter with every session. Clean, modular, any LLM provider

embedsync

Incremental synchronization between source documents and vector indexes

flama

The production framework for Predictive and Generative AI. Serve any model as an API in one line, with OpenAI/Anthropic/Ollama-compatible endpoints, a built-in chat UI, and native MCP.

chimeraforge

PyPI capacity-planning CLI for LLM deployment. pip install chimeraforge.

hazzel

A terminal coding agent you can actually read — every change shown as a diff before it touches disk.

responseiq

🧠⚡ AI copilot that turns crash logs into code fixes. Scan → Triage → Trust Gate → PR. Works with Ollama, OpenAI, or any LLM.

xai-review

🚀 AI-powered code review tool for GitHub, GitLab, Bitbucket Cloud, Bitbucket Server, Azure DevOps and Gitea — built with LLMs like OpenAI, Claude, Gemini, Ollama, Bedrock, OpenRouter and Azure OpenAI

agentmake

AgentMake AI: a kit for developing agentic AI applications that support 24 AI backends and and work with 7 agentic components, such as tools and agents. (Developer: Eliran Wong) Supported backends: anthropic, azure, azure_any, cohere, custom, deepseek, genai, github, github_any, googleai, groq, llamacpp, mistral, ollama, openai, vertexai, xai

lcode-cli

A coding agent that runs entirely on your own machine: open-weight models, up to 256K context, NVIDIA GPU or Apple Silicon Mac, via Ollama.

ai-jury

Stdlib-only Python CLI that orchestrates universal AI agent providers (Claude Code, Codex, Antigravity, OpenRouter, DeepSeek, Groq, local models, Aider) into a multi-agent PR review jury — debate, verify, synthesize one verdict. Local-first, secure by default.

soup-cli

Fine-tune LLMs from one YAML. Layer streaming trains an 8B model on a 4 GB laptop GPU.

notebook-intelligence

A JupyterLab extension supporting Claude Code, Copilot, Ollama, and OpenAI-compatible LLMs, with MCP, skills, plugins, and notebook agents.

corvinos

Self-hosted agentic OS — a Vibe-Engineering platform for Builders. Connect Claude Code Agent to Discord, Telegram, WhatsApp, Slack & Email. EU AI Act 2026 & GDPR compliance by architecture.

axon-rag

Local-first RAG engine with cited answers from your own docs. GraphRAG, sealed sharing, MCP-native, VS Code Copilot integration. Nothing leaves your machine.

npcpy

The python library for research and development in NLP, multimodal LLMs, Agents, ML, Knowledge Graphs, and more.

shell-gpt

A command-line productivity tool powered by AI large language models like GPT-5, will help you accomplish your tasks faster and more efficiently.