{"id":50697394,"url":"https://github.com/ysocrius/multi-agent-edu-system","last_synced_at":"2026-06-09T07:32:48.924Z","repository":{"id":336508840,"uuid":"1149990630","full_name":"ysocrius/multi-agent-edu-system","owner":"ysocrius","description":"AI-powered educational content generation system using a two-agent architecture (Generator + Reviewer) with grade-level adaptation for K-12 students","archived":false,"fork":false,"pushed_at":"2026-02-04T18:59:05.000Z","size":19,"stargazers_count":0,"open_issues_count":0,"forks_count":0,"subscribers_count":0,"default_branch":"main","last_synced_at":"2026-02-05T06:21:06.108Z","etag":null,"topics":["ai","education","educational-technology","flask","machine-learning","multi-agent-system","openai"],"latest_commit_sha":null,"homepage":null,"language":"Python","has_issues":true,"has_wiki":null,"has_pages":null,"mirror_url":null,"source_name":null,"license":null,"status":null,"scm":"git","pull_requests_enabled":true,"icon_url":"https://github.com/ysocrius.png","metadata":{"files":{"readme":"README.md","changelog":null,"contributing":null,"funding":null,"license":null,"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,"zenodo":null,"notice":null,"maintainers":null,"copyright":null,"agents":null,"dco":null,"cla":null}},"created_at":"2026-02-04T18:54:02.000Z","updated_at":"2026-02-04T18:59:09.000Z","dependencies_parsed_at":null,"dependency_job_id":null,"html_url":"https://github.com/ysocrius/multi-agent-edu-system","commit_stats":null,"previous_names":["ysocrius/multi-agent-edu-system"],"tags_count":null,"template":false,"template_full_name":null,"purl":"pkg:github/ysocrius/multi-agent-edu-system","repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/ysocrius%2Fmulti-agent-edu-system","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/ysocrius%2Fmulti-agent-edu-system/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/ysocrius%2Fmulti-agent-edu-system/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/ysocrius%2Fmulti-agent-edu-system/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/ysocrius","download_url":"https://codeload.github.com/ysocrius/multi-agent-edu-system/tar.gz/refs/heads/main","sbom_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/ysocrius%2Fmulti-agent-edu-system/sbom","scorecard":null,"host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":286080680,"owners_count":34096950,"icon_url":"https://github.com/github.png","version":null,"created_at":"2022-05-30T11:31:42.601Z","updated_at":"2026-05-26T15:22:16.424Z","status":"online","status_checked_at":"2026-06-09T02:00:06.510Z","response_time":63,"last_error":null,"robots_txt_status":"success","robots_txt_updated_at":"2025-07-24T06:49:26.215Z","robots_txt_url":"https://github.com/robots.txt","online":true,"can_crawl_api":true,"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":["ai","education","educational-technology","flask","machine-learning","multi-agent-system","openai"],"created_at":"2026-06-09T07:32:48.066Z","updated_at":"2026-06-09T07:32:48.916Z","avatar_url":"https://github.com/ysocrius.png","language":"Python","funding_links":[],"categories":[],"sub_categories":[],"readme":"# Ekalavya Agent\n\nEducational content generation system using a multi-agent architecture.\n\n## Overview\nTwo AI agents work together to create high-quality, grade-appropriate educational content:\n- **Generator Agent**: Creates explanations and multiple-choice questions\n- **Reviewer Agent**: Evaluates quality and provides feedback for refinement\n\n## Setup Instructions\n\n### Prerequisites\n- Python 3.9 or higher\n- OpenAI API key\n\n### Installation\n1. Clone or download this repository\n2. Install dependencies:\n   ```bash\n   pip install -r requirements.txt\n   ```\n3. Create `.env` file from template:\n   ```bash\n   copy .env.example .env\n   ```\n4. Add your OpenAI API key to `.env`:\n   ```\n   OPENAI_API_KEY=your_key_here\n   ```\n\n## Running the Application\n\n1. Start the Flask server:\n   ```bash\n   python src/main.py\n   ```\n\n## Usage\n\n1. Open your browser to `http://localhost:5000`\n2. Select a grade level (1-12)\n3. Enter a topic (e.g., \"Photosynthesis\", \"Fractions\")\n4. Click \"Generate Content\"\n5. Watch the agent pipeline in action:\n   - **Stage 1**: Generator creates content\n   - **Stage 2**: Reviewer evaluates quality\n   - **Stage 3**: Refinement (if needed)\n6. View the final educational content with explanation and MCQs\n\n## Architecture\n\n```\nUser Input → Generator Agent → Reviewer Agent → Refinement (if needed) → Final Output\n```\n\n## Features\n\n- ✅ **Grade-Level Adaptation**: Automatically adjusts vocabulary and complexity for grades 1-12\n- ✅ **Quality Assurance**: Reviewer agent evaluates age-appropriateness, correctness, and clarity\n- ✅ **Automatic Refinement**: Content is refined if it doesn't meet quality standards (max 1 pass)\n- ✅ **Transparent Workflow**: UI shows all intermediate steps and agent decisions\n- ✅ **Structured Output**: Generates explanations + 3-5 multiple choice questions\n\n### Tech Stack\n- **Backend**: Python, Flask, OpenAI API\n- **Frontend**: HTML, CSS, JavaScript\n- **Validation**: Pydantic\n\n## Project Structure\n```\nekalavya_agent/\n├── src/\n│   ├── agents/         # Agent implementations\n│   ├── ui/            # Web interface\n│   ├── utils/         # Helper functions\n│   └── main.py        # Flask application\n├── docs/              # Documentation\n├── rules/             # Development standards\n├── plans/             # Phase-based plans\n└── requirements.txt   # Dependencies\n```\n\n## Documentation\n- **[PROJECT_REPORT.md](docs/PROJECT_REPORT.md)** - Complete project overview, architecture decisions, challenges \u0026 solutions, and metrics\n- **[ERROR_SOLUTIONS.md](docs/ERROR_SOLUTIONS.md)** - Debugging log with all errors encountered and their solutions\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fysocrius%2Fmulti-agent-edu-system","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fysocrius%2Fmulti-agent-edu-system","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fysocrius%2Fmulti-agent-edu-system/lists"}