ai-setup
OpenMontage: open-source agentic video production
OpenMontage is an AGPL-3.0 Python system claiming 12 video production pipelines, 100+ tools and 700+ agent skill files, with 63,249 GitHub stars.
#github-trending#python#video-production
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Python Posts
88 posts tagged #python
Browse 88 posts tagged Python. Setup notes, reviews, comparisons, and workflow patterns.
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ai-setup
text-to-cad: CAD superpowers for your agent
text-to-cad is an MIT licensed Python project with 16,887 stars that gives AI agents CAD tooling for mechanical engineering and robotics work.
#github-trending#python#cad
news
LongCat-Video: Meituan video model, 7 demo modes
LongCat-Video is a Meituan Python model repo with demo scripts for text-to-video, image-to-video, continuation, long and interactive video, MIT licensed, 8,758 stars.
#github-trending#video-generation#python
tutorial
production-agentic-rag-course: notebooks to production
production-agentic-rag-course is a Python and Jupyter course repo with Airflow, Docker Compose, and Gradio, MIT licensed, with 9,409 GitHub stars.
#github-trending#rag#python
dev-tools
sentry: error tracking that started in 2010
Sentry is developer-first error tracking and performance monitoring, active since 2010 with 45,038 stars. Python primary, license reported as NOASSERTION.
#github-trending#observability#error-tracking
ai-setup
google/skills: agent skills from a vendor
google/skills collects Agent Skills for Google products and technologies. Apache-2.0 licensed, Python, 20,758 stars, 1,723 forks, pushed yesterday.
#github-trending#ai-agents#google
ai-setup
UniMate: one model for diverse skeletons
UniMate is a SIGGRAPH Asia 2026 research project animating varied skeleton types with a single unified model. MIT licensed, 1,086 stars.
#github-trending#animation#siggraph
dev-tools
tilelang: a DSL for GPU kernel development
Tile Language is a Python-embedded DSL aimed at writing high-performance GPU, CPU, and accelerator kernels with less boilerplate. 8,121 stars.
#github-trending#gpu#kernels
ai-setup
PageIndex: RAG without a vector database
PageIndex is an MIT-licensed Python tool that indexes documents for reasoning-based RAG, replacing vector similarity search with an LLM reading a document tree.
#github-trending#rag#python
tutorial
AI Engineering From Scratch: A Python Course With 58K Stars
AI Engineering From Scratch is an MIT-licensed Python repository that walks learners from deep learning basics to agents. 58K stars and 47 open issues.
#github-trending#tutorial#python
dev-tools
TensorFlow at 200K Stars: The Open-Source ML Framework
TensorFlow is the Apache-2.0 open-source machine learning framework originally released by Google in 2015. The C++ core now has 200K stars on GitHub.
#github-trending#dev-tools#machine-learning
ai-setup
Model-Optimizer: Quantize, Prune, and Distill With NVIDIA
NVIDIA Model-Optimizer is an Apache-2.0 Python library that unifies quantization, pruning, distillation, NAS, and speculative decoding for TensorRT-LLM, TensorRT, and vLLM.
#github-trending#ai-setup#python
ai-setup
Hindsight: Agent Memory That Learns From Its Runs
Hindsight is a Python, MIT-licensed open-source memory layer for agentic AI. Tracked on GitHub at 32K stars with topics covering agent memory.
#github-trending#ai-setup#python
dev-tools
Roboflow Supervision: Reusable Computer Vision Utilities for Python
Roboflow Supervision is an MIT-licensed Python library of reusable computer vision utilities covering detection, tracking, classification, and metrics. 50k stars, 4.8k forks.
#github-trending#dev-tools#computer-vision
dev-tools
ASC: Fast Android Decompiler Front-End for Agents
ASC is a Python front-end designed for AI agents and mobile researchers to quickly decompile Android APKs. Apache-2.0, agent-oriented, and built for speed.
#github-trending#dev-tools#python
ai-setup
VoxCPM: Tokenizer-Free TTS for Multilingual Speech Generation
VoxCPM is a tokenizer-free text-to-speech model from OpenBMB that handles multilingual synthesis, creative voice design, and zero-shot voice cloning in a single architecture. Apache 2.0.
#github-trending#ai-setup#python
ai-setup
VoiceStudio: Open-Source Local ElevenLabs Alternative
VoiceStudio is a fully-local, open-source alternative to ElevenLabs: voice cloning, voice design, video dubbing, dictation, transcription, and audiobook creation across 646 languages. AGPL-3.0.
#github-trending#ai-setup#python
dev-tools
Hugging Face Transformers: State-of-the-Art ML Model Framework
The de-facto model-definition framework for text, vision, audio, and multimodal models. Apache 2.0, 165k+ stars, powers production inference and training across the industry.
#github-trending#dev-tools#python
ai-setup
TradingAgents: Multi-Agent LLM Financial Trading Framework
TradingAgents models a trading firm as a multi-agent LLM system. Fundamental, sentiment, and technical analysts debate trades while risk and portfolio managers oversee execution. Apache 2.0.
#github-trending#ai-setup#python
dev-tools
Oh-My-Hermes: Plugin Pack for the Hermes Coding Agent
Oh-My-Hermes is an all-in-one plugin for the Hermes coding agent: long-term memory, model-optimized workflows, and packaged utilities that turn a coding session into a structured agent run.
#github-trending#dev-tools#python
ai-setup
MiroFish: A Swarm Intelligence Engine for Universal Prediction
MiroFish is an open-source swarm intelligence engine that builds knowledge graphs and uses multi-agent simulation to forecast everything from financial markets to geopolitical events. AGPL-3.0.
#github-trending#ai-setup#python
ai-setup
Agent-Reach: One CLI for AI Agents to Read the Whole Internet
Agent-Reach gives your AI agent a single CLI to read and search Twitter, Reddit, YouTube, GitHub, Bilibili, and XiaoHongShu — no API keys, no per-platform scrapers to maintain.
#github-trending#ai-setup#python
ai-setup
YuE: Frontier Music Generation with Symbolic Planning
Open-source Python framework for frontier music generation with symbolic planning, zero-shot covers, style transfer, and agentic music editing.
#github-trending#music-generation#ai
ai-setup
awesome-llm-apps: 100+ Open-Source AI Agent and RAG Apps
A curated collection of 100+ open-source AI agent, agent skill, and RAG app examples in Python. Apache 2.0 licensed and actively maintained.
#github-trending#ai-agents#python
ai-setup
mcp-use – TypeScript Framework for MCP Servers and Apps
mcp-use is an MIT-licensed TypeScript framework for building MCP servers and AI apps with Zod schemas, React Views, and built-in debugging tools.
#mcp#typescript#ai-agents
dev-tools
Dropbase – AI Web App Builder for Python Developers
Dropbase lets Python developers build internal web apps, admin panels, and dashboards with AI assistance — local-first, self-hosted, no vendor lock-in.
#python#ai#web-dev
ai-setup
PromptMage – Self-Hosted LLM Workflow Management
A Python framework that simplifies building and managing multi-step LLM applications. Self-hosted, open source, with version control for prompts and built-in FastAPI.
#ai-setup#dev-tools#llm
dev-tools
httpdbg – Debug HTTP Requests in Any Python Program
httpdbg traces every HTTP request your Python code makes without touching your code. Swap python for pyhttpdbg, open localhost:4909, and inspect live request/response pairs grouped by test or script.
#python#debugging#developer-tools
dev-tools
Apitally – Simple API Monitoring
Open-source API monitoring library for Python FastAPI Flask Django. Track metrics, request logs, traces, and alerts in minutes. MIT licensed.
#dev-tools#python#monitoring
dev-tools
Dropbase AI - Prompt-Based Python Web App Builder
Dropbase is a local-first, self-hosted web app builder that uses AI to generate app code in Python. Build admin panels, dashboards, and internal tools without the constraints of traditional low-code
#python#dev-tools#ai
ai-setup
Sentinel – Zero-Trust Governance for AI Agent Tool Calls
Intercept, approve, and audit every LLM tool call with one Python decorator. Fail-secure by default.
#ai-setup#security#python
dev-tools
Ciaren – Visual Data Pipelines That Export Real Polars Code
Ciaren is an open-core visual workflow builder for local data pipelines and lightweight ML. Drag nodes, preview transformations, export clean pandas or Polars code you actually own.
#data-engineering#open-source#python
ai-setup
mcp-use – Build MCP Apps and Servers in TypeScript & Python
mcp-use is the full-stack MCP framework that lets you build MCP Apps for ChatGPT and Claude, plus MCP Servers for AI agents, all in TypeScript or Python.
#mcp#typescript#python
ai-setup
AIR Blackbox MCP – EU AI Act Compliance Scanner for AI
Open-source MCP server that scans Python AI agents for EU AI Act compliance, generates code fixes, and adds cryptographic audit trails via AirTrust.
#mcp#eu-ai-act#compliance
ai-setup
Agent MCP Studio - Browser-Based MCP Tool Builder
A browser-based studio for building MCP agent systems. Design multi-agent workflows visually, run them in Pyodide WASM, then export as production Python servers.
#mcp#browser-tool#ai-agents
ai-setup
SwarmZero – AI Agent Marketplace with No-Code Builder
SwarmZero is an open-source Python SDK for building, orchestrating, and monetizing AI agent swarms. Supports OpenAI, Anthropic, Mistral, Gemini, Ollama, and more.
#ai-agent#multi-agent#python
ai-setup
Skyvern – AI Browser Automation with Vision LLMs
Skyvern is an open-source AI agent that automates browser workflows using vision LLMs and Playwright, replacing brittle XPath selectors with adaptive visual navigation.
#browser-automation#ai-agent#open-source
ai-setup
Crawl4AI - Open-Source LLM Web Crawler
Open-source web scraper that outputs clean LLM-ready Markdown with structured JSON, MCP server, and Docker support. 74K GitHub stars.
#web-scraping#ai-tools#open-source
ai-setup
Distillate – Papers to ML Experiments with Claude
Python tool that polls Zotero for new papers, syncs PDFs to reMarkable, extracts highlights, and spins up Claude Code research agents from your reading.
#python#research#claude-code
dev-tools
Encord Active – Unit Testing for Computer Vision Models
Open-source toolkit to test, validate, and evaluate CV models. Find label errors, surface weak data, and prioritize labeling with 458 GitHub stars.
#computer-vision#mlops#open-source
ai-setup
mcp-use – Build MCP Apps for Claude and ChatGPT
mcp-use is the open-source MCP framework with TypeScript and Python SDKs. Build MCP servers and apps, test with the inspector, and deploy to Manufact Cloud.
#mcp#ai-tools#typescript
ai-setup
MemoryGate - MCP Server for Persistent AI Memory
Open-source MCP server providing persistent semantic memory for AI agents. Supports Postgres + pgvector, OAuth 2.0, and 20 tools for storage, retrieval, and knowledge graphs.
#ai-setup#mcp#open-source
ai-setup
Pipecat - Open Source Voice AI Framework
Build real-time voice and multimodal AI agents with Pipecat, the open-source Python framework from Daily.co. Supports 50+ STT, LLM, and TTS services.
#ai-setup#voice-ai#python
dev-tools
mcp-use – TypeScript & Python MCP framework from Manufact
Build MCP servers and apps in TypeScript or Python, debug in a browser inspector, and deploy to production with one CLI command via Manufact MCP Cloud. 10k+ GitHub stars.
#mcp#typescript#python
dev-tools
StableBuild - Freeze and Pin Any Software Dependency
StableBuild mirrors Docker, Python, Debian, and Ubuntu packages into immutable, version-pinned endpoints so your builds never break when upstream changes.
#dev-tools#docker#python
ai-setup
RapidFire AI – 16–24x Faster LLM Experimentation
RapidFire AI is an open-source experiment execution framework for LLM customization — RAG, fine-tuning, and post-training — delivering 16–24x throughput over sequential pipelines.
#ai-setup#dev-tools#open-source
dev-tools
MCP Manager – CLI for Model Context Protocol Servers
MCP Manager is an open-source Python CLI that lets you search, install, and manage Model Context Protocol servers across Claude Desktop, Cursor, and Claude Code from one command.
#mcp#cli#python
dev-tools
Codemap – Visualize Codebases as Call-Graph Diagrams
Codemap statically parses JavaScript, TypeScript, and Python repos and renders a directed call-graph, helping engineers understand unfamiliar code without running it.
#dev-tools#code-visualization#python
ai-setup
Forge – Guardrails for Self-Hosted LLM Tool-Calling
Forge is a Python reliability layer that wraps self-hosted LLM backends with tool-calling guardrails, pushing an 8B model from 53% to 84%+ success on agentic tasks.
#ai-setup#self-hosted#llm
ai-setup
AgentArmor – 8-Layer Security Framework for AI Agents
AgentArmor is an open-source Python framework providing 8-layer defense-in-depth security for AI agents, from input ingestion to identity management.
#ai-security#python#open-source
ai-setup
Integuru - Generate APIs from Browser Traffic
Reverse-engineer any platforms internal APIs by recording browser traffic with Integuru, an open-source AI agent.
#api#reverse-engineering#python
dev-tools
Deepgram CLI: Speech-to-Text, TTS & Audio Analysis
The official Deepgram CLI brings transcription, text-to-speech, sentiment detection, and diarization to your terminal. Install with one line, stream live audio, pipe to LLMs. MIT.
#cli#speech-ai#dev-tools
dev-tools
mcp-use - Fullstack MCP Framework for TypeScript and Python
Build, test, and deploy MCP servers and apps with mcp-use, the open-source SDK from Manufact that supports TypeScript and Python.
#mcp#typescript#python
dev-tools
Crawlee Python - Web Scraping Library Built for Real Use
Crawlee is an Apify-built open-source web scraping library that handles bot detection, proxy rotation and headless browsers so you focus on data extraction.
#python#web-scraping#automation
ai-setup
Vocode – Build Voice Conversations with LLMs
Vocode is an open-source Python library for building real-time voice-based LLM applications. Deploy to phone calls, Zoom meetings, and more. MIT licensed, 3.7k stars.
#ai-setup#python#voice
ai-setup
Browser Use - AI Agents That Automate Real Web Browsers
Browser Use is an open-source AI agent framework with 99K GitHub stars that controls real browsers via Python. This guide covers setup with Cursor and Claude Code, CLI usage, and when to pick
#ai-agents#browser-automation#python
dev-tools
Elephant Agent: Personal-Model First Self-Evolving AI Agent
Elephant Agent is an MIT-licensed, macOS-first personal AI agent that grows a correctable Personal Model of identity, world, pulse, and journey, then helps shape long-running Paths.
#github-trending#dev-tools#agent
dev-tools
GOD: Real-Time Control Room for Agent Societies
GOD is an Apache-2.0 real-time operator console for generative-agent societies, with pause-time, targeted ask, real-time intervention, no-code setup, and pixel-replay worlds.
#github-trending#dev-tools#agent-simulation
dev-tools
OpenOSINT: AI OSINT Agent with REPL, CLI, and MCP
OpenOSINT is an MIT-licensed AI OSINT agent with 16 tools, an interactive REPL, a CLI, a Web UI, and an MCP server, supporting Anthropic Claude, OpenAI, and local Ollama models.
#github-trending#dev-tools#osint
ai-setup
TokenSpeed for Agentic LLM Inference
TokenSpeed targets agentic LLM inference with static-compiler parallelism, KV-safe scheduling, and aggressive Blackwell-era performance goals in its preview release.
#github-trending#dev-tools#llm
dev-tools
Google Antigravity SDK for Python Agents
Google's Antigravity SDK packages typed tools, streaming responses, MCP integration, hooks, and triggers into one Python agent runtime for production-grade workflows.
#github-trending#dev-tools#python
ai-setup
OpenSquilla for Token-Efficient Agent Workflows
OpenSquilla combines routing, planning, memory, and optional MCP support into a token-efficient local-first agent workflow with practical CLI setup and tradeoffs.
#github-trending#dev-tools#ai-agents
tutorial
How to Train Your GPT From Scratch
raiyanyahya/how-to-train-your-gpt teaches modern decoder-only LLM internals with a 12-chapter walkthrough, runnable notebooks, a commented `main.py`, and fine-tuning guides aimed at Python developers.
#github-trending#dev-tools#python
dev-tools
Nuanced - Call Graphs That Make AI Coding Tools Smarter
Nuanced is an open-source Python library that turns your codebase into a queryable call graph, so AI coding agents stop breaking dependencies they should have seen.
#python#ai-coding#dev-tools
dev-tools
Harbor SDK for Agent Tool Runtimes
Harbor SDK packages TypeScript and Python clients, generated protocol types, and a local Harbor-compatible server for teams building agent systems.
#github-trending#agents#typescript
dev-tools
What Is CC Desktop Switch? Claude Desktop Provider Manager
CC Desktop Switch is a Claude Desktop provider manager that routes through third-party models like DeepSeek, Kimi, Zhipu, Alibaba, and MiMo using a local gateway.
#github-trending#dev-tools#python
dev-tools
What Is VibeSearchBench? Real-World AI Search Benchmark
VibeSearchBench is an AI search benchmark with 200 vague, multi-turn, real-world tasks scored with triplet F1, built to measure agent search quality beyond toy evals.
#github-trending#dev-tools#python
dev-tools
Stash: Persistent Memory for AI Agents Across Sessions
Persistent memory layer for AI agents across sessions — 9-stage consolidation turns observations into facts, relationships, patterns, and wisdom over time.
#github-trending#dev-tools#python
dev-tools
Knowhere: AI Document Memory for Agents
Ingest documents into persistent navigable memory — tree-like hierarchy reconstruction, multi-modal parsing, and agentic RAG with evidence-based citations.
#github-trending#dev-tools#python
dev-tools
AnySearch MCP Server: API Setup + Integrations for AI Agents
AnySearch MCP Server gives AI agents real-time web, finance, and academic search through one API key. Covers MCP, OpenAI functions, REST integrations, and Python setup in 10 min.
#github-trending#dev-tools#mcp
dev-tools
Chonkie - Open-Source RAG Chunking Library
Chonkie is a lightweight, fast RAG chunking library for Python and TypeScript. Up to 33x faster than LangChain, supports semantic, token, sentence, and code chunking.
#open-source#rag#python
self-hosted
Arkon – Self-Hosted Enterprise AI Knowledge Hub
Arkon compiles company docs into an AI knowledge wiki and serves it to Claude via MCP with role-based access control. Self-hosted with Docker with.
#github-trending#self-hosted#enterprise-ai
dev-tools
Data Analysis Agent – AI Data Analyst for Business Users
An AI data analysis agent for business users. Upload CSV, connect SQL databases, and describe what you want to find. Charts, stats, and reports generated.
#github-trending#dev-tools#data-analysis
dev-tools
Antigravity SDK – Build AI Agents on Google Antigravity
The official Python SDK for Google Antigravity. Build AI agents with Gemini, MCP tools, custom skills, and managed infrastructure. Async-first API with typed.
#github-trending#dev-tools#ai-agent
dev-tools
Harmonist – Portable AI Agent Orchestration with 186 Agents
Harmonist orchestrates up to 186 AI agents with mechanical protocol enforcement and dependency management. Define agent workflows in YAML — portable across.
#github-trending#dev-tools#ai-agent
tutorial
CodeCrafters – Build Developer Tools From Scratch
Build your own Redis, Git, Docker, and SQLite from scratch with CodeCrafters' interactive courses for senior engineers. Each challenge is end-to-end.
#dev-tools#coding-challenges#interactive-learning
dev-tools
Shushu Internship Tool: JD to Interview AI Pipeline
Turn job descriptions into projects, projects into resumes, and resumes into interviews. AI-driven internship prep tool for CS students — from JD analysis to.
#github-trending#dev-tools#python
dev-tools
GordenPPTSkill: AI-Generated PowerPoint Slides Guide
Generate complex, high-density PowerPoint presentations with AI. 17 built-in templates, auto-updating skill system, and compatibility with DeepSeek, Claude.
#github-trending#dev-tools#python
dev-tools
Elephant Agent: Self-Evolving Personal AI
A personal-model-first AI agent that evolves its own behavior over time. Self-evolving memory, context-aware responses, and persistent learning — your AI that.
#github-trending#dev-tools#python
dev-tools
DeepMind Science Skills: Agentic Research Setup
Speed up scientific workflows with DeepMind's Science Skills. Integrates AlphaGenome, AFDB, UniProt, and 30+ databases for grounded, token-efficient AI-powered.
#github-trending#dev-tools#python
dev-tools
Yao Open Prompts Catalog Guide
Use Yao Open Prompts as a prompt catalog for AI work, learning, content, marketing, GEO, and prompt reuse with evidence and versioning checks.
#github-trending#dev-tools#python
dev-tools
TokenSpeed Preview and Benchmark Guide
Evaluate TokenSpeed as a preview LLM inference engine for B200 benchmark reproduction, model recipes, server docs, and production-readiness checks.
#github-trending#dev-tools#python
dev-tools
rkn-block-checker Monitoring Guide
Use rkn-block-checker for RKN blocking diagnostics with network context, resolver comparisons, reproducible logs, and careful reporting limits.
#github-trending#dev-tools#python
dev-tools
Photo-agents Setup and Privacy Guide
Evaluate Photo-agents for image-agent workflows, including license keys, Python isolation, sample-image testing, metadata checks, and batch safety.
#github-trending#dev-tools#python
dev-tools
OpenSquilla Agent Gateway Setup Guide
Set up OpenSquilla with uv, onboarding, OpenRouter env keys, gateway runtime, Git LFS model files, and migration paths from other agents.
#github-trending#dev-tools#python
dev-tools
humanize-text Rewriting Workflow Guide
Evaluate humanize-text for AI-text rewriting workflows, with setup notes, privacy checks, meaning preservation, detector caveats, and review steps.
#github-trending#dev-tools#python
dev-tools
Dulus Terminal Agent Setup Guide
Set up Dulus as a terminal AI agent with native and Docker paths, installer profiles, WebChat ports, repo safety checks, and shell-access risks.
#github-trending#dev-tools#python
dev-tools
awesome-agentic-ai-zh Roadmap Guide
Explore awesome-agentic-ai-zh as a Chinese agentic AI learning roadmap, with setup notes, track selection, study workflow, and evaluation guidance.
#github-trending#dev-tools#python