{"data":{"slug":"nath1295-llmflex","name":"LLMFlex","tagline":"A Python package for AI application development with local LLMs","github_url":"https://github.com/nath1295/LLMFlex","owner":"nath1295","repo":"LLMFlex","owner_avatar_url":"https://avatars.githubusercontent.com/u/40786995?v=4","primary_language":"Python","stars":150,"forks":20,"topics":["local-llm","prompt-engineering","vector-database"],"archived":false,"github_pushed_at":"2025-01-04T19:49:17+00:00","maintenance_label":"Dormant","stars_delta_30d":0,"url":"https://www.graphcanon.com/tools/nath1295-llmflex","markdown_url":"https://www.graphcanon.com/tools/nath1295-llmflex.md","api_url":"https://www.graphcanon.com/api/graphcanon/tools/nath1295-llmflex","graph_url":"https://www.graphcanon.com/api/graphcanon/graph?tool=nath1295-llmflex","description":"A python package for developing AI applications with local LLMs.","homepage_url":null,"license":"MIT","open_issues":0,"watchers":8,"ai_summary":"Provides tools and utilities to develop AI applications utilizing local large language models (LLMs), including features for prompt engineering and integration with vector databases.","readme_excerpt":"## License\nThis project is licensed under the terms of the MIT license.","github_created_at":"2023-12-27T19:48:14+00:00","created_at":"2026-07-15T11:01:41.323263+00:00","updated_at":"2026-09-20T05:08:20.497568+00:00","categories":[{"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":"local-llm","name":"local-llm"},{"slug":"prompt-engineering","name":"prompt-engineering"},{"slug":"vector-database","name":"vector-database"}],"trust":{"provenance":{"is_fork":false,"github_id":736398631,"owner_type":"User","methodology":"github_public_v1","parent_repo":null,"near_duplicate_slugs":[]},"computed_at":"2026-09-20T05:08:17.691Z","maintenance":{"label":"Dormant","score":18,"methodology":"github_public_v1","releases_90d":0,"days_since_push":623,"last_release_at":null,"stars_delta_30d":0,"open_issues_delta_30d":0},"security_summary":{"status":"no_lockfile","scanner":null,"low_count":0,"high_count":0,"last_scan_at":"2026-07-15T11:01:42.753Z","medium_count":0,"scan_profile":"none","critical_count":0}},"capability_facts":{"scan":{"source":"repo_scan","observed_at":"2026-09-20T05:08:18.778Z"},"has_cli":{"value":true,"source":"pyproject.toml:[project.scripts]","observed_at":"2026-09-20T05:08:18.778Z"},"languages":{"value":["python"],"source":"github.language+pyproject.toml","observed_at":"2026-09-20T05:08:18.778Z"},"license_spdx":{"value":"MIT","source":"github.license","observed_at":"2026-09-20T05:08:18.778Z"}},"decision_facts":{"hosting":null,"pricing":null,"requirements":null,"constraints":null,"when_to_use":["When you need to develop AI applications that integrate seamlessly with local LLMs.","If your project requires customization through robust prompt engineering capabilities."],"when_not_to_use":["Avoid using if your application demands real-time model updates or access to frequently updated large language models from cloud services.","Not recommended for scenarios where reliance on a smaller, less complex toolkit is preferred over a more extensive set of features and integrations that LLMFlex offers."],"source":"enrich:decision_facts","observed_at":"2026-07-17T07:05:39.906Z"},"constraint_facets":null,"decision_summary":[{"label":"Adopt for","value":"LLMFlex supports developing applications with local large language models, providing tools for prompt engineering and integration with vector databases."}]}}