{"adoption": {"forks": 19776, "observed_at": "2026-08-28T04:12:24.241063+00:00", "stars": 134607}, "canonical_url": "https://ross.abutalabs.com/products/awesome-llm-apps", "card": {"archived": false, "artifact_type": "learning-resource", "description": "100+ AI Agents, Agent Skills and RAG Apps - Free and Open Source.", "domain": ["artificial-intelligence", "large-language-models", "tutorials", "developer-tools"], "enriched": true, "function": ["agent-framework", "rag", "llm-inference", "chatbot", "prompt-engineering"], "health_score": 79, "homepage": "https://www.theunwindai.com", "language": "Python", "license": "Apache-2.0", "license_family": "permissive", "maturity": "active", "member_repos": ["Shubhamsaboo/awesome-llm-apps"], "name": "Shubhamsaboo/awesome-llm-apps", "platform": ["python", "cross-platform"], "pushed_at": "2026-08-22T04:01:54+00:00", "repo": "Shubhamsaboo/awesome-llm-apps", "stars": 134607, "tags": ["awesome-list", "ai-agents", "rag-apps", "agent-skills", "starter-templates", "open-source-cookbook", "retrieval-augmented-generation"], "topics": ["llms", "rag", "python", "agents"], "urls": [], "use_cases": ["find open-source AI agent examples to clone and adapt", "learn how to build RAG applications with LLMs", "get starter templates for multi-agent AI apps", "add ready-made agent skills to coding agents like Claude Code", "build a travel planning or research AI agent", "study working implementations of voice AI agents", "bootstrap an AI app project instead of starting from scratch"], "what_it_is": "A curated collection of 100+ open-source AI agents, agent skills, and RAG applications built in Python, released under Apache-2.0. It serves as a cookbook of tested, end-to-end templates that work with Claude, Gemini, GPT, DeepSeek, Llama, Qwen, and other models.", "when_to_avoid": ["you need a production-grade framework or SDK with APIs and versioning guarantees", "you want a single maintained library rather than a collection of independent examples", "you are not working with LLMs, agents, or RAG"], "when_to_choose": ["you want tested, runnable agent and RAG code examples in Python", "you need inspiration or a starting point for building LLM-powered apps", "you want to learn agent patterns through hands-on projects", "you need permissively licensed (Apache-2.0) code you can ship or sell"]}, "data_as_of": "2026-08-30T08:39:29.467469+00:00", "members": [{"path": "/products/awesome-llm-apps", "repo": "Shubhamsaboo/awesome-llm-apps", "role": "main", "score": 69}], "provenance": {"archived": {"kind": "observed", "observed_at": "2026-08-28T04:12:24.241063+00:00", "source": "github"}, "artifact_type": {"confidence": null, "enriched_at": "2026-08-29T16:11:30.354748+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "4f2dcb48f23841048bd2695be7bf247bfe87c4c6cfd1a512e8bef5c66145ef8b", "fetched_at": "2026-08-28T04:12:24.241063+00:00", "kind": "readme", "missing": false, "url": "https://github.com/Shubhamsaboo/awesome-llm-apps"}, {"content_hash": "0a3483a23317e54ef7f022f54f5b48b8fce7d534669585f8df6d62d1819df4e5", "fetched_at": "2026-08-28T17:26:42.327116+00:00", "kind": "homepage", "missing": false, "url": "https://www.theunwindai.com"}, {"content_hash": "6187b756a6a1849b9bf94a543bb4bb33919755c01c8eba69dd5d6bead70b50dc", "fetched_at": "2026-08-28T17:26:42.335769+00:00", "kind": "site_page", "missing": false, "url": "https://www.theunwindai.com/c/about-us"}], "taxonomy_version": 1}, "description": {"kind": "observed", "observed_at": "2026-08-28T04:12:24.241063+00:00", "source": "github"}, "domain": {"confidence": null, "enriched_at": "2026-08-29T16:11:30.354748+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "4f2dcb48f23841048bd2695be7bf247bfe87c4c6cfd1a512e8bef5c66145ef8b", "fetched_at": "2026-08-28T04:12:24.241063+00:00", "kind": "readme", "missing": false, "url": "https://github.com/Shubhamsaboo/awesome-llm-apps"}, {"content_hash": "0a3483a23317e54ef7f022f54f5b48b8fce7d534669585f8df6d62d1819df4e5", "fetched_at": "2026-08-28T17:26:42.327116+00:00", "kind": "homepage", "missing": false, "url": "https://www.theunwindai.com"}, {"content_hash": "6187b756a6a1849b9bf94a543bb4bb33919755c01c8eba69dd5d6bead70b50dc", "fetched_at": "2026-08-28T17:26:42.335769+00:00", "kind": "site_page", "missing": false, "url": "https://www.theunwindai.com/c/about-us"}], "taxonomy_version": 1}, "enriched": {"inputs": [], "kind": "computed", "method": "enrichment_status"}, "function": {"confidence": null, "enriched_at": "2026-08-29T16:11:30.354748+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "4f2dcb48f23841048bd2695be7bf247bfe87c4c6cfd1a512e8bef5c66145ef8b", "fetched_at": "2026-08-28T04:12:24.241063+00:00", "kind": "readme", "missing": false, "url": "https://github.com/Shubhamsaboo/awesome-llm-apps"}, {"content_hash": "0a3483a23317e54ef7f022f54f5b48b8fce7d534669585f8df6d62d1819df4e5", "fetched_at": "2026-08-28T17:26:42.327116+00:00", "kind": "homepage", "missing": false, "url": "https://www.theunwindai.com"}, {"content_hash": "6187b756a6a1849b9bf94a543bb4bb33919755c01c8eba69dd5d6bead70b50dc", "fetched_at": "2026-08-28T17:26:42.335769+00:00", "kind": "site_page", "missing": false, "url": "https://www.theunwindai.com/c/about-us"}], "taxonomy_version": 1}, "health_score": {"inputs": ["days_since_push", "days_since_release", "archived"], "kind": "computed", "method": "health_v1"}, "homepage": {"kind": "observed", "observed_at": "2026-08-28T04:12:24.241063+00:00", "source": "github"}, "language": {"kind": "observed", "observed_at": "2026-08-28T04:12:24.241063+00:00", "source": "github"}, "license": {"kind": "observed", "observed_at": "2026-08-28T04:12:24.241063+00:00", "source": "github"}, "license_family": {"inputs": ["license"], "kind": "computed", "method": "license_family"}, "maturity": {"confidence": null, "enriched_at": "2026-08-29T16:11:30.354748+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "4f2dcb48f23841048bd2695be7bf247bfe87c4c6cfd1a512e8bef5c66145ef8b", "fetched_at": "2026-08-28T04:12:24.241063+00:00", "kind": "readme", "missing": false, "url": "https://github.com/Shubhamsaboo/awesome-llm-apps"}, {"content_hash": "0a3483a23317e54ef7f022f54f5b48b8fce7d534669585f8df6d62d1819df4e5", "fetched_at": "2026-08-28T17:26:42.327116+00:00", "kind": "homepage", "missing": false, "url": "https://www.theunwindai.com"}, {"content_hash": "6187b756a6a1849b9bf94a543bb4bb33919755c01c8eba69dd5d6bead70b50dc", "fetched_at": "2026-08-28T17:26:42.335769+00:00", "kind": "site_page", "missing": false, "url": "https://www.theunwindai.com/c/about-us"}], "taxonomy_version": 1}, "member_repos": {"kind": "observed", "observed_at": "2026-08-28T04:12:24.241063+00:00", "source": "github"}, "name": {"kind": "observed", "observed_at": "2026-08-28T04:12:24.241063+00:00", "source": "github"}, "platform": {"confidence": null, "enriched_at": "2026-08-29T16:11:30.354748+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "4f2dcb48f23841048bd2695be7bf247bfe87c4c6cfd1a512e8bef5c66145ef8b", "fetched_at": "2026-08-28T04:12:24.241063+00:00", "kind": "readme", "missing": false, "url": "https://github.com/Shubhamsaboo/awesome-llm-apps"}, {"content_hash": "0a3483a23317e54ef7f022f54f5b48b8fce7d534669585f8df6d62d1819df4e5", "fetched_at": "2026-08-28T17:26:42.327116+00:00", "kind": "homepage", "missing": false, "url": "https://www.theunwindai.com"}, {"content_hash": "6187b756a6a1849b9bf94a543bb4bb33919755c01c8eba69dd5d6bead70b50dc", "fetched_at": "2026-08-28T17:26:42.335769+00:00", "kind": "site_page", "missing": false, "url": "https://www.theunwindai.com/c/about-us"}], "taxonomy_version": 1}, "pushed_at": {"kind": "observed", "observed_at": "2026-08-28T04:12:24.241063+00:00", "source": "github"}, "repo": {"kind": "observed", "observed_at": "2026-08-28T04:12:24.241063+00:00", "source": "github"}, "stars": {"kind": "observed", "observed_at": "2026-08-28T04:12:24.241063+00:00", "source": "github"}, "tags": {"confidence": null, "enriched_at": "2026-08-29T16:11:30.354748+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "4f2dcb48f23841048bd2695be7bf247bfe87c4c6cfd1a512e8bef5c66145ef8b", "fetched_at": "2026-08-28T04:12:24.241063+00:00", "kind": "readme", "missing": false, "url": "https://github.com/Shubhamsaboo/awesome-llm-apps"}, {"content_hash": "0a3483a23317e54ef7f022f54f5b48b8fce7d534669585f8df6d62d1819df4e5", "fetched_at": "2026-08-28T17:26:42.327116+00:00", "kind": "homepage", "missing": false, "url": "https://www.theunwindai.com"}, {"content_hash": "6187b756a6a1849b9bf94a543bb4bb33919755c01c8eba69dd5d6bead70b50dc", "fetched_at": "2026-08-28T17:26:42.335769+00:00", "kind": "site_page", "missing": false, "url": "https://www.theunwindai.com/c/about-us"}], "taxonomy_version": 1}, "topics": {"kind": "observed", "observed_at": "2026-08-28T04:12:24.241063+00:00", "source": "github"}, "urls": {"kind": "observed", "observed_at": "2026-08-28T04:12:24.241063+00:00", "source": "github"}, "use_cases": {"confidence": null, "enriched_at": "2026-08-29T16:11:30.354748+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "4f2dcb48f23841048bd2695be7bf247bfe87c4c6cfd1a512e8bef5c66145ef8b", "fetched_at": "2026-08-28T04:12:24.241063+00:00", "kind": "readme", "missing": false, "url": "https://github.com/Shubhamsaboo/awesome-llm-apps"}, {"content_hash": "0a3483a23317e54ef7f022f54f5b48b8fce7d534669585f8df6d62d1819df4e5", "fetched_at": "2026-08-28T17:26:42.327116+00:00", "kind": "homepage", "missing": false, "url": "https://www.theunwindai.com"}, {"content_hash": "6187b756a6a1849b9bf94a543bb4bb33919755c01c8eba69dd5d6bead70b50dc", "fetched_at": "2026-08-28T17:26:42.335769+00:00", "kind": "site_page", "missing": false, "url": "https://www.theunwindai.com/c/about-us"}], "taxonomy_version": 1}, "what_it_is": {"confidence": null, "enriched_at": "2026-08-29T16:11:30.354748+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "4f2dcb48f23841048bd2695be7bf247bfe87c4c6cfd1a512e8bef5c66145ef8b", "fetched_at": "2026-08-28T04:12:24.241063+00:00", "kind": "readme", "missing": false, "url": "https://github.com/Shubhamsaboo/awesome-llm-apps"}, {"content_hash": "0a3483a23317e54ef7f022f54f5b48b8fce7d534669585f8df6d62d1819df4e5", "fetched_at": "2026-08-28T17:26:42.327116+00:00", "kind": "homepage", "missing": false, "url": "https://www.theunwindai.com"}, {"content_hash": "6187b756a6a1849b9bf94a543bb4bb33919755c01c8eba69dd5d6bead70b50dc", "fetched_at": "2026-08-28T17:26:42.335769+00:00", "kind": "site_page", "missing": false, "url": "https://www.theunwindai.com/c/about-us"}], "taxonomy_version": 1}, "when_to_avoid": {"confidence": null, "enriched_at": "2026-08-29T16:11:30.354748+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "4f2dcb48f23841048bd2695be7bf247bfe87c4c6cfd1a512e8bef5c66145ef8b", "fetched_at": "2026-08-28T04:12:24.241063+00:00", "kind": "readme", "missing": false, "url": "https://github.com/Shubhamsaboo/awesome-llm-apps"}, {"content_hash": "0a3483a23317e54ef7f022f54f5b48b8fce7d534669585f8df6d62d1819df4e5", "fetched_at": "2026-08-28T17:26:42.327116+00:00", "kind": "homepage", "missing": false, "url": "https://www.theunwindai.com"}, {"content_hash": "6187b756a6a1849b9bf94a543bb4bb33919755c01c8eba69dd5d6bead70b50dc", "fetched_at": "2026-08-28T17:26:42.335769+00:00", "kind": "site_page", "missing": false, "url": "https://www.theunwindai.com/c/about-us"}], "taxonomy_version": 1}, "when_to_choose": {"confidence": null, "enriched_at": "2026-08-29T16:11:30.354748+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "4f2dcb48f23841048bd2695be7bf247bfe87c4c6cfd1a512e8bef5c66145ef8b", "fetched_at": "2026-08-28T04:12:24.241063+00:00", "kind": "readme", "missing": false, "url": "https://github.com/Shubhamsaboo/awesome-llm-apps"}, {"content_hash": "0a3483a23317e54ef7f022f54f5b48b8fce7d534669585f8df6d62d1819df4e5", "fetched_at": "2026-08-28T17:26:42.327116+00:00", "kind": "homepage", "missing": false, "url": "https://www.theunwindai.com"}, {"content_hash": "6187b756a6a1849b9bf94a543bb4bb33919755c01c8eba69dd5d6bead70b50dc", "fetched_at": "2026-08-28T17:26:42.335769+00:00", "kind": "site_page", "missing": false, "url": "https://www.theunwindai.com/c/about-us"}], "taxonomy_version": 1}}, "score": {"components": {"activity": 99, "longevity": 61, "rhythm": 35}, "computed_at": "2026-09-02T17:46:02.011165+00:00", "flags": ["no_releases"], "formula": "round(0.45*activity + 0.35*rhythm + 0.20*longevity); archived -> min(score, 10)", "inputs": {"age_days": 856, "days_push": 11, "days_rel": null, "gap_med": null, "n_releases_24m": 0}, "score": 69, "version": 2}, "staleness": {"enrichment_outdated": false, "low_confidence": false, "scrape_days": 9, "stale_scrape": false}}