{"id":29248616,"url":"https://github.com/rstudio-tech/multi-ai-chat-app","last_synced_at":"2025-07-04T00:08:17.695Z","repository":{"id":268332134,"uuid":"904008157","full_name":"rstudio-tech/Multi-AI-Chat-APP","owner":"rstudio-tech","description":null,"archived":false,"fork":false,"pushed_at":"2024-12-16T04:41:19.000Z","size":739,"stargazers_count":15,"open_issues_count":0,"forks_count":2,"subscribers_count":1,"default_branch":"main","last_synced_at":"2025-07-02T17:55:28.696Z","etag":null,"topics":["agent","ai","assistant","chatbot","llama","mutli-modal","openai","python"],"latest_commit_sha":null,"homepage":"","language":"Python","has_issues":true,"has_wiki":null,"has_pages":null,"mirror_url":null,"source_name":null,"license":"mit","status":null,"scm":"git","pull_requests_enabled":true,"icon_url":"https://github.com/rstudio-tech.png","metadata":{"files":{"readme":"README.md","changelog":null,"contributing":null,"funding":null,"license":"LICENSE","code_of_conduct":null,"threat_model":null,"audit":null,"citation":null,"codeowners":null,"security":null,"support":null,"governance":null,"roadmap":null,"authors":null,"dei":null,"publiccode":null,"codemeta":null}},"created_at":"2024-12-16T04:32:29.000Z","updated_at":"2025-06-30T20:27:40.000Z","dependencies_parsed_at":"2024-12-16T05:26:42.828Z","dependency_job_id":"7e640d17-381f-4fb6-8293-3f60365e4a44","html_url":"https://github.com/rstudio-tech/Multi-AI-Chat-APP","commit_stats":null,"previous_names":["atlas-2192/multi-ai-chat-app","rstudio-tech/multi-ai-chat-app"],"tags_count":0,"template":false,"template_full_name":null,"purl":"pkg:github/rstudio-tech/Multi-AI-Chat-APP","repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/rstudio-tech%2FMulti-AI-Chat-APP","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/rstudio-tech%2FMulti-AI-Chat-APP/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/rstudio-tech%2FMulti-AI-Chat-APP/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/rstudio-tech%2FMulti-AI-Chat-APP/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/rstudio-tech","download_url":"https://codeload.github.com/rstudio-tech/Multi-AI-Chat-APP/tar.gz/refs/heads/main","sbom_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/rstudio-tech%2FMulti-AI-Chat-APP/sbom","host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":263421931,"owners_count":23464051,"icon_url":"https://github.com/github.png","version":null,"created_at":"2022-05-30T11:31:42.601Z","updated_at":"2022-07-04T15:15:14.044Z","host_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub","repositories_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories","repository_names_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repository_names","owners_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners"}},"keywords":["agent","ai","assistant","chatbot","llama","mutli-modal","openai","python"],"created_at":"2025-07-04T00:08:17.374Z","updated_at":"2025-07-04T00:08:17.610Z","avatar_url":"https://github.com/rstudio-tech.png","language":"Python","funding_links":[],"categories":[],"sub_categories":[],"readme":"\n\u003ch1 align=\"center\"\u003eVT.ai\u003c/h1\u003e\n\n\u003cp align=\"center\"\u003e\n  \u003cem\u003eMinimal multimodal AI chat app with dynamic conversation routing\u003c/em\u003e\n\u003c/p\u003e\n\n## Overview\n\nVT.ai is a VT.ai - Minimal multimodal AI chat app that provides a seamless chat interface for interacting with various Large Language Models (LLMs). It supports both cloud-based providers and local model execution through [Ollama](https://github.com/ollama/ollama).\n\n### Key Features 🚀\n\n- **Multi-modal Interactions**\n  - Text and image processing capabilities\n  - Real-time streaming responses\n  - [Beta] Advanced Assistant features via OpenAI's Assistant API\n\n- **Flexible Model Support**\n  - OpenAI, Anthropic, and Google integration\n  - Local model execution via Ollama\n  - Dynamic parameter adjustment (temperature, top-p)\n\n- **Modern Architecture**\n  - Built on Chainlit for responsive UI\n  - SemanticRouter for intelligent conversation routing\n  - Real-time response streaming\n  - Customizable model settings\n\n## Screenshots\n\n![Multi LLM Providers](./src/resources/screenshot/1.jpg)\n![Multi-modal Conversation](./src/resources/screenshot/2.jpg)\n\n## Quick Start Guide\n\n### Prerequisites\n\n- Python 3.7+\n- (Recommended) `rye` for dependency management\n- For local models:\n  - [Ollama](https://ollama.com/download) client\n  - Desired [Ollama models](https://ollama.com/library)\n\n### Installation\n\n1. Clone the repository\n2. Copy `.env.example` to `.env` and configure your API keys\n3. Set up Python environment:\n   ```bash\n   python3 -m venv .venv\n   source .venv/bin/activate\n   pip3 install -r requirements.txt\n   ```\n4. Optional: Train semantic router\n   ```bash\n   python3 src/router/trainer.py\n   ```\n5. Launch the application:\n   ```bash\n   chainlit run src/app.py -w\n   ```\n\n### Using Local Models with Ollama\n\n```bash\n# Download model\nollama pull llama3\n\n# Start Ollama server\nollama serve\n```\n\n## Technical Stack\n\n- **[Chainlit](https://github.com/Chainlit/chainlit)**: Frontend framework\n- **[LiteLLM](https://github.com/BerriAI/litellm)**: LLM integration layer\n- **[SemanticRouter](https://github.com/aurelio-labs/semantic-router)**: Conversation routing\n\n## Contributing\n\n1. Fork the repository\n2. Create a feature branch: `git checkout -b feature/amazing-feature`\n3. Commit changes: `git commit -m 'Add amazing feature'`\n4. Push to branch: `git push origin feature/amazing-feature`\n5. Open a Pull Request\n\n\n## License\n\nThis project is licensed under the MIT License. See [LICENSE](LICENSE) for details.\n\n## Connect\n\n-Email: sunstar962090@gmail.com\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Frstudio-tech%2Fmulti-ai-chat-app","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Frstudio-tech%2Fmulti-ai-chat-app","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Frstudio-tech%2Fmulti-ai-chat-app/lists"}