Ollama Python Packages

ollama

Ollama Python library

strands-agents-tools

A set of tools that gives agents powerful capabilities.

npmai

🚀 npmai By Sonu Kumar (Viral Boy) npmai is a lightweight Python package designed to bridge the gap between users and open-source LLMs.Connect with Ollama and 10+ other powerful models instantly—no installation, no login, and no API keys required, and help in development of RAG Agents on cloud without signup and local installations in free of cost.

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.

imap-cleanup-tool

Bulk-delete or move IMAP emails by AI Cleanup (NEW), sender, domain, or nested rules - CLI + Web GUI, stdlib-only Python. Gmail support, scheduling. Windows/Linux/MacOS supported platforms.

whichllm

Find the local LLM that actually runs and performs best on your hardware. Ranked by real, recency-aware benchmarks, not parameter count. One command, run it instantly.

specsmith

AEE governance CLI for AI-assisted dev — WI lifecycle (specsmith wi), preflight gates, multi-agent dispatch, requirements<->test traceability, ESDB, MCP server, compliance, 64 project types, 136 skills, and 1607 tests.

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.

lilbee

A local AI search engine: it runs and manages local AI models, searches your files and code, and crawls the web, all in one program. Cited answers, local-first, with an MCP server for your coding agent. TUI, CLI, REST API, and Python library. Works with Ollama and LM Studio.

ltcai

Local-first private AI memory layer / Digital Brain for conversations, documents, decisions, and model-agnostic knowledge.

corvinos

Self-hosted agentic OS — connects Claude Code, Codex or Hermes Agent to Discord, Telegram, WhatsApp, Slack & Email. EU AI Act 2026 & GDPR compliance by architecture.

pygpt-net

Desktop AI Assistant powered by GPT-5, GPT-4, o1, o3, Gemini, Claude, Ollama, DeepSeek, Perplexity, Grok, Bielik, chat, vision, voice, RAG, image and video generation, agents, tools, MCP, plugins, speech synthesis and recognition, web search, memory, presets, assistants,and more. Linux, Windows, Mac

strands-agents-mcp-server

This MCP server provides documentation about Strands Agents to your GenAI tools, so you can use your favorite AI coding assistant to vibe-code Strands Agents.

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.

verel

Verified agents — nothing is "done" until a grader returns a verdict. Eyes (AgentVision) + verdict bus + compounding memory + a fleet + agent-built tooling + agent-run CI/CD.

forge-guardrails

A Python framework for self-hosted LLM tool-calling and multi-step agentic workflows

terradev-cli

An imperative command-line-interface for AI workload orchestration

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

local-deep-research

~95% on SimpleQA (e.g. Qwen3.6-27B on a 3090). Supports all local and cloud LLMs (llama.cpp, Ollama, Google, ...). 10+ search engines - arXiv, PubMed, your private documents. Everything Local & Encrypted.

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

kodiqa

🧠 One agent. Every model. Zero limits. — Open-source AI coding agent that runs anywhere. 7 providers, 69 commands, local or cloud. Your terminal, your rules.

mint-ai

A minimalist, LLM-powered AI translation & dictionary CLI tool for developers.

npcpy

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