{"id":31289237,"url":"https://github.com/programmer-rd-ai/research-navigator","last_synced_at":"2025-09-24T13:59:55.212Z","repository":{"id":287449165,"uuid":"953366760","full_name":"Programmer-RD-AI/Research-Navigator","owner":"Programmer-RD-AI","description":"A FastAPI backend powered by crewAI agents for automated research, data retrieval, and synthesis.","archived":false,"fork":false,"pushed_at":"2025-07-01T04:13:31.000Z","size":294,"stargazers_count":2,"open_issues_count":5,"forks_count":0,"subscribers_count":1,"default_branch":"main","last_synced_at":"2025-07-01T05:26:43.595Z","etag":null,"topics":["ai-agents","crewai","fastapi","information-retrieval","llm","multi-agent-systems","python","rag","research-automation"],"latest_commit_sha":null,"homepage":"https://hub.docker.com/repository/docker/programmerrdai/research-navigator/","language":"Python","has_issues":true,"has_wiki":null,"has_pages":null,"mirror_url":null,"source_name":null,"license":"gpl-3.0","status":null,"scm":"git","pull_requests_enabled":true,"icon_url":"https://github.com/Programmer-RD-AI.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,"zenodo":null}},"created_at":"2025-03-23T07:32:18.000Z","updated_at":"2025-07-01T04:13:36.000Z","dependencies_parsed_at":"2025-04-11T20:22:25.257Z","dependency_job_id":"68300393-ada8-4c13-815d-65ff1d7352c0","html_url":"https://github.com/Programmer-RD-AI/Research-Navigator","commit_stats":null,"previous_names":["programmer-rd-ai/research-navigator"],"tags_count":0,"template":false,"template_full_name":null,"purl":"pkg:github/Programmer-RD-AI/Research-Navigator","repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/Programmer-RD-AI%2FResearch-Navigator","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/Programmer-RD-AI%2FResearch-Navigator/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/Programmer-RD-AI%2FResearch-Navigator/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/Programmer-RD-AI%2FResearch-Navigator/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/Programmer-RD-AI","download_url":"https://codeload.github.com/Programmer-RD-AI/Research-Navigator/tar.gz/refs/heads/main","sbom_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/Programmer-RD-AI%2FResearch-Navigator/sbom","scorecard":null,"host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":276761929,"owners_count":25700225,"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","status":"online","status_checked_at":"2025-09-24T02:00:09.776Z","response_time":97,"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-agents","crewai","fastapi","information-retrieval","llm","multi-agent-systems","python","rag","research-automation"],"created_at":"2025-09-24T13:59:51.214Z","updated_at":"2025-09-24T13:59:55.206Z","avatar_url":"https://github.com/Programmer-RD-AI.png","language":"Python","funding_links":[],"categories":[],"sub_categories":[],"readme":"# Research-Navigator\n\n**Research Navigator** is a project designed to automate research tasks using a combination of a FastAPI backend and a sophisticated multi-agent system powered by crewAI. It streamlines the process of gathering, filtering, and synthesizing information based on user queries.\n\nThe system leverages specialized AI agents, each responsible for a specific part of the research workflow, from determining query relevance and planning the research approach to retrieving data from various sources (web search, RAG) and synthesizing the final results.\n\n## Features\n\n- **FastAPI Backend:** Provides an API interface for interacting with the research agents (potential future feature).\n- **crewAI Integration:** Utilizes a multi-agent framework for complex task decomposition and execution.\n- **Modular Agent Design:** Employs distinct agents for relevance checking, research planning, query generation, data retrieval, and synthesis.\n- **Asynchronous Operations:** Supports asynchronous tasks like RAG retrieval and web searching for improved performance.\n- **Development Tools:** Integrated with `uv`, `ruff` for dependency management, linting, and formatting.\n\n## Installation\n\nInstall dependencies using uv:\n\n```bash\nmake install\n# or\nuv sync\n```\n\n## Running the Application\n\nRun the FastAPI development server:\n\n```bash\nmake run\n# or\nuv run fastapi dev --app app --reload\n```\n\n## Running the Crew\n\nRun the main crew script directly:\n\n```bash\nmake run-crew\n# or\nuv run run_crew\n```\n\n## Development Commands\n\n- **Lint:** `make lint` or `uv run ruff check .`\n- **Format:** `make format` or `uv run ruff format .`\n- **Test:** `make test` or `uv run test`\n- **Clean:** `make clean`\n- **Build (Docker):** `make build` or `uv run dockerpyze`\n\n## Project Structure\n\n```\n.\n├── app/                # Main application code (FastAPI, crewAI logic)\n│   ├── agents/         # Agent definitions\n│   ├── tasks/          # Task definitions\n│   ├── tools/          # Custom tools for agents\n│   ├── main.py         # FastAPI application entrypoint (if applicable)\n│   └── ...\n├── tests/              # Unit and integration tests\n├── scripts/            # Utility scripts (e.g., run_crew.py)\n├── .env.example        # Example environment variables\n├── Dockerfile          # Docker configuration\n├── Makefile            # Make commands for development tasks\n├── pyproject.toml      # Project metadata and dependencies (for uv)\n├── ruff.toml           # Ruff linter/formatter configuration\n└── README.md           # This file\n```\n\n## Agents \u0026 Tasks Overview\n\n### Agents\n\n- Relevancy Agent\n- Research Agent\n- Query Agent\n- Retrieval Agent\n- Synthesizer Agent\n\n### Tasks\n\n- Is Relevant Question? (Relevancy Agent)\n- Create Research Approach (Research Agent)\n- Search Query Generation (Dynamic number) (Query Agent)\n- RAG Retrieval (Async) (Retrieval Agent)\n- Web Search (Async) (Retrieval Agent)\n- Keep Relevant Data for Question (Relevancy Agent)\n- Summarize Everything (Synthesizer Agent)\n\n## Contributing\n\nContributions are welcome! Please follow standard fork-and-pull-request workflows. Ensure your code adheres to the project's linting and formatting standards (`make lint` and `make format`).\n\n## License\n\nThis project is licensed under the MIT License - see the LICENSE file for details (assuming MIT, add a LICENSE file if needed).\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fprogrammer-rd-ai%2Fresearch-navigator","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fprogrammer-rd-ai%2Fresearch-navigator","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fprogrammer-rd-ai%2Fresearch-navigator/lists"}