{"data":{"slug":"deepsense-ai-ragbits","name":"ragbits","tagline":"Building blocks for rapid development of GenAI applications","github_url":"https://github.com/deepsense-ai/ragbits","owner":"deepsense-ai","repo":"ragbits","owner_avatar_url":"https://avatars.githubusercontent.com/u/14294751?v=4","primary_language":"Python","stars":1653,"forks":140,"topics":["agents","document-search","evaluation","guardrails","llms","optimization","prompts","rag","vector-stores"],"archived":false,"github_pushed_at":"2026-05-18T07:51:25+00:00","maintenance_label":"Steady","url":"https://www.graphcanon.com/tools/deepsense-ai-ragbits","markdown_url":"https://www.graphcanon.com/tools/deepsense-ai-ragbits.md","api_url":"https://www.graphcanon.com/api/graphcanon/tools/deepsense-ai-ragbits","graph_url":"https://www.graphcanon.com/api/graphcanon/graph?tool=deepsense-ai-ragbits","description":"Building blocks for rapid development of GenAI applications ","homepage_url":"https://ragbits.deepsense.ai","license":"MIT","open_issues":50,"watchers":9,"ai_summary":null,"readme_excerpt":"## License\n\nRagbits is licensed under the [MIT License](https://github.com/deepsense-ai/ragbits/tree/main/LICENSE).","github_created_at":"2024-09-02T10:00:49+00:00","created_at":"2026-07-15T10:42:13.616633+00:00","updated_at":"2026-07-15T10:42:16.570099+00:00","categories":[{"slug":"ai-agents","name":"AI Agents","url":"https://www.graphcanon.com/categories/ai-agents","markdown_url":"https://www.graphcanon.com/categories/ai-agents.md","api_url":"https://www.graphcanon.com/api/graphcanon/categories/ai-agents"},{"slug":"llm-frameworks","name":"LLM Frameworks","url":"https://www.graphcanon.com/categories/llm-frameworks","markdown_url":"https://www.graphcanon.com/categories/llm-frameworks.md","api_url":"https://www.graphcanon.com/api/graphcanon/categories/llm-frameworks"},{"slug":"vector-databases","name":"Vector Databases","url":"https://www.graphcanon.com/categories/vector-databases","markdown_url":"https://www.graphcanon.com/categories/vector-databases.md","api_url":"https://www.graphcanon.com/api/graphcanon/categories/vector-databases"}],"tags":[{"slug":"agents","name":"agents"},{"slug":"document-search","name":"document-search"},{"slug":"evaluation","name":"evaluation"},{"slug":"guardrails","name":"guardrails"},{"slug":"llms","name":"llms"},{"slug":"optimization","name":"optimization"},{"slug":"prompts","name":"prompts"},{"slug":"rag","name":"rag"}],"trust":{"provenance":{"is_fork":false,"github_id":851036791,"owner_type":"Organization","methodology":"github_public_v1","parent_repo":null,"near_duplicate_slugs":[]},"computed_at":"2026-07-15T10:42:14.604Z","maintenance":{"label":"Steady","score":60,"methodology":"github_public_v1","releases_90d":0,"days_since_push":58,"last_release_at":"2026-03-31T11:28:25Z"},"security_summary":{"status":"no_lockfile","scanner":null,"low_count":0,"high_count":0,"last_scan_at":"2026-07-15T10:42:14.959Z","medium_count":0,"scan_profile":"none","critical_count":0}},"capability_facts":{"mcp":{"source":"repo_scan","observed_at":"2026-07-15T10:42:14.358Z","server_manifest":false},"scan":{"source":"repo_scan","observed_at":"2026-07-15T10:42:14.358Z"},"languages":{"value":["python","javascript"],"source":"github.language+package.json+pyproject.toml","observed_at":"2026-07-15T10:42:14.358Z"},"license_spdx":{"value":"MIT","source":"github.license","observed_at":"2026-07-15T10:42:14.358Z"}}}}