Clare-Nie/Awesome-Personalization-in-MLLMs

Awesome papers on personalization in LLMs/MLLMs: memory, alignment, retrieval, and evaluation.

GitHub repository with 15 stars and 0 forks.

Topics: agent, alignment, benchamrk, evaluation, memory, mllms, personalization, personalized-llm, retrieval, awesome-list

Open provider repository

24h trend summary

Trending score 0.57, freshness score 0.73, stars gained +0, forks gained +0.

Latest metric snapshot

2026-06-15: 15 stars and 0 forks.

Similar repositories

  1. 1. alibaba/open-code-review

    Open-source & free — Battle-tested at Alibaba's scale. Hybrid architecture code review tool: deterministic pipelines + LLM Agent, precise line-level comments, built-in fine-tuned ruleset (NPE, thread-safety, XSS, SQL injection), OpenAI & Anthropic compatible.

    GitHub repository with 7,244 stars and 425 forks.

    Trending score: 4.97; stars gained: +315; forks gained: +24.

    Language: Go

    Topics: agent, code-review, code-review-assistant, harness, repository-level-context

  2. 2. VILA-Lab/FigMirror

    An Automated AI Agent Tool for Plotting Your Data in Any Paper's Figure Style.

    GitHub repository with 465 stars and 31 forks.

    Trending score: 1.16; stars gained: +1; forks gained: +0.

    Language: Python

    Topics: agent, agent-skills, claude-code, codex, data-visualization, llm-agents

  3. 3. agent-sh/agent-workspace-linux

    Isolated Linux desktop workspaces for AI agents — a hidden, agent-owned desktop and browser over MCP, so an agent can do GUI and web work without touching your real desktop.

    GitHub repository with 55 stars and 6 forks.

    Trending score: 0.86; stars gained: +1; forks gained: +0.

    Language: Rust

    Topics: agent, agents, ai, ai-agents, browser-automation, claude-code

  4. 4. BigBoySlave/Agents-Prompts

    # Agents-PromptsEste repositório contém os prompts usados nas principais ferramentas de IA do mundo, incluindo FULL v0, Cursor, Manus, Lovable e mais. Estude mais de 7000 linhas de prompts para entender como criar seus próprios agentes. 🛠️🤖Se você deseja aprender a criar seus próprios agentes, confira nosso curso gratuito que ensina a combinar

    GitHub repository with 22 stars and 4 forks.

    Trending score: 0.00.

    Topics: agent, ai, ai-agents, bolt, chatgpt, copilot

  5. 5. raid708/ai-dev-tasks

    A simple task management system for managing AI dev in Cursor

    GitHub repository with 14 stars and 6 forks.

    Trending score: 0.00.

    Topics: agent, agentic-ai, backend, code-generation, code-review, debugging

  6. 6. luwhano/fastapi-langgraph-agent-production-ready-template

    A production-ready FastAPI template for building AI agent applications with LangGraph integration. This template provides a robust foundation for building scalable, secure, and maintainable AI agent services.

    GitHub repository with 32 stars and 4 forks.

    Trending score: 0.00.

    Language: Python

    Topics: agent, agentic-ai, docker, fastapi, fastapi-template, langchain

Trending topic: agent

  1. 1. alibaba/open-code-review

    Open-source & free — Battle-tested at Alibaba's scale. Hybrid architecture code review tool: deterministic pipelines + LLM Agent, precise line-level comments, built-in fine-tuned ruleset (NPE, thread-safety, XSS, SQL injection), OpenAI & Anthropic compatible.

    GitHub repository with 7,244 stars and 425 forks.

    Trending score: 4.97; stars gained: +315; forks gained: +24.

    Language: Go

    Topics: agent, code-review, code-review-assistant, harness, repository-level-context

  2. 2. VILA-Lab/FigMirror

    An Automated AI Agent Tool for Plotting Your Data in Any Paper's Figure Style.

    GitHub repository with 465 stars and 31 forks.

    Trending score: 1.16; stars gained: +1; forks gained: +0.

    Language: Python

    Topics: agent, agent-skills, claude-code, codex, data-visualization, llm-agents

  3. 3. agent-sh/agent-workspace-linux

    Isolated Linux desktop workspaces for AI agents — a hidden, agent-owned desktop and browser over MCP, so an agent can do GUI and web work without touching your real desktop.

    GitHub repository with 55 stars and 6 forks.

    Trending score: 0.86; stars gained: +1; forks gained: +0.

    Language: Rust

    Topics: agent, agents, ai, ai-agents, browser-automation, claude-code

  4. 4. BigBoySlave/Agents-Prompts

    # Agents-PromptsEste repositório contém os prompts usados nas principais ferramentas de IA do mundo, incluindo FULL v0, Cursor, Manus, Lovable e mais. Estude mais de 7000 linhas de prompts para entender como criar seus próprios agentes. 🛠️🤖Se você deseja aprender a criar seus próprios agentes, confira nosso curso gratuito que ensina a combinar

    GitHub repository with 22 stars and 4 forks.

    Trending score: 0.00.

    Topics: agent, ai, ai-agents, bolt, chatgpt, copilot

  5. 5. raid708/ai-dev-tasks

    A simple task management system for managing AI dev in Cursor

    GitHub repository with 14 stars and 6 forks.

    Trending score: 0.00.

    Topics: agent, agentic-ai, backend, code-generation, code-review, debugging

  6. 6. luwhano/fastapi-langgraph-agent-production-ready-template

    A production-ready FastAPI template for building AI agent applications with LangGraph integration. This template provides a robust foundation for building scalable, secure, and maintainable AI agent services.

    GitHub repository with 32 stars and 4 forks.

    Trending score: 0.00.

    Language: Python

    Topics: agent, agentic-ai, docker, fastapi, fastapi-template, langchain