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GitHub
AI Video·2025
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ViMax: Agentic Video Generation

HKUDS·Data Intelligence Lab @ HKU

Turns a raw idea, novel, or screenplay into a complete multi-shot video through a multi-agent pipeline that scripts, storyboards, and renders shots while a vision model checks character and scene consistency across the whole story.

#ai-video#video#ai-agent#agent-skills#python+6
GitHub
AI Agent·2025
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12-Factor Agents — Principles for building reliable LLM applications

HumanLayer (Dex Horthy)·HumanLayer

Twelve engineering principles for building production-grade LLM agents, modeled on the 12-Factor App. Argues the best agents are mostly deterministic software with a few well-placed LLM calls, not a prompt-and-tools loop.

#github#ai-agent#ai-development#LLM#engineering+2
GitHub
AI Agent·2025
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Chef

Convex

Generates full-stack web apps with the backend included — database, auth, file uploads, real-time UIs, and background workflows — by writing code against Convex's reactive APIs. A fork of bolt.diy; bring your key for Claude, GPT, Gemini, or Grok.

#ai-tools#ai-agent#ai-client#github#ai-development+1
GitHub
AI Agent·2025
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PageIndex

Vectify AI, Mingtian Zhang +2·Vectify AI

Builds a table-of-contents tree index over long PDFs and uses LLM tree search to fetch relevant sections — no embeddings, chunking, or vector database. Hits 98.7% on FinanceBench, for financial, legal, and technical docs where relevance needs reasoning.

#RAG#ai-agent#llm#nlp#python+4
GitHub
AI Agent·2025
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Agent Development Kit (ADK)

Google

Builds, evaluates, and deploys multi-agent systems in Python, code-first. A graph-based runtime handles routing, fan-out/fan-in, loops, retries, and human-in-the-loop; a Task API covers agent-to-agent delegation, plus a CLI and web UI.

#ai-agent#agent-skills#google#gemini#python+4
GitHub
AI Agent·2025
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Agent Development Kit (ADK) Samples

Google

Provides ready-to-use sample agents for Google’s Agent Development Kit across Python, TypeScript, Go, Java, Kotlin, and Android, from simple assistants to multi-agent workflows.

#ai-agent#agent-skills#RAG#llm#python+4
GitHub
AI Coding·2025
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CodeLayer

HumanLayer Team·HumanLayer

Orchestrates AI coding agents around tasks, sessions, artifacts, reviews, and parallel Claude Code workflows so teams can manage complex codebase work with more visibility.

#ai-coding#ai-agent#claude#github#IDE+1
GitHub
AI Agent·2025
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The AI Scientist-v2: Workshop-Level Automated Scientific Discovery via Agentic Tree Search

SakanaAI

Autonomously proposes hypotheses, runs experiments, analyzes results, and drafts workshop-level papers via an agentic tree-search pipeline. Unlike template-driven predecessors, it explores open-ended ML research paths but requires GPU/PyTorch and careful sandboxing due to execution of LLM-written code.

#agent-skills#ai-agent#paper#github#pytorch+2
AI Others·2025

The Second Half

Shunyu Yao

Argues AI has entered its 'second half': a working recipe (language pre-training priors + scale + reasoning) now generalizes RL across tasks, so the bottleneck shifts from inventing methods to defining problems and rethinking evaluation.

#RL#ai-agent#evaluation#LLM#blog
GitHub
AI Agent·2025
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DroidRun

droidrun (GitHub: droidrun)·Droidrun

Lets LLM agents drive real Android and iOS devices from natural-language commands by turning each screen's accessibility tree into structured text the model reads directly, not just screenshots. LLM-agnostic; runs via CLI, Python, or Docker.

#ai-agent#llm#ai-framework#ai-tools#vision+2
GitHub
AI Client·2025
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Gemini CLI

Google

Brings Gemini models into the terminal as an agent that reads files, runs shell commands, and edits code in place. Includes Google Search grounding, MCP server support, and a free OAuth tier (60 req/min, 1,000 req/day) with a 1M-token context window.

#gemini#gemini-cli#google#cli#ai-agent+5
GitHub
AI Agent·2025
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Microsoft Agent Framework

Microsoft

Builds production-grade AI agents and multi-agent workflows in .NET and Python, with graph-based orchestration for sequential, concurrent, and handoff patterns. Unifies Microsoft's Semantic Kernel and AutoGen lineages, adding durable, checkpointed runs.

#microsoft#github#agent-skills#ai-agent#python+4
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