{"adoption": {"forks": 2895, "observed_at": "2026-08-28T04:11:53.005767+00:00", "stars": 29005}, "canonical_url": "https://ross.abutalabs.com/products/smolagents", "card": {"archived": false, "artifact_type": "library", "description": "🤗 smolagents: a barebones library for agents that think in code.", "domain": ["large-language-models", "artificial-intelligence", "developer-tools"], "enriched": true, "function": ["agent-framework", "llm-inference", "sdk", "developer-tools"], "health_score": 99, "homepage": "https://huggingface.co/docs/smolagents", "language": "Python", "license": "Apache-2.0", "license_family": "permissive", "maturity": "active", "member_repos": ["huggingface/smolagents"], "name": "huggingface/smolagents", "platform": ["python", "cloud", "cross-platform"], "pushed_at": "2026-08-25T18:36:00+00:00", "repo": "huggingface/smolagents", "stars": 29005, "tags": ["code-agents", "tool-calling", "hugging-face", "sandboxed-execution", "opentelemetry", "llm-agents", "ai-agents", "docker"], "topics": [], "urls": [], "use_cases": ["build an ai agent in python with a few lines of code", "run llm agents that write and execute code", "create tool-calling agents with any llm provider", "sandbox agent code execution securely", "share and reuse agent tools via the hugging face hub", "monitor and debug agent runs with opentelemetry"], "what_it_is": "smolagents is a lightweight Python library from Hugging Face for building LLM-powered agents in a few lines of code, with first-class support for Code Agents that write their actions as Python code. It is model-agnostic, supports tool-calling agents, Hub sharing of tools/agents, and sandboxed code execution via E2B, Modal, Blaxel, or Docker.", "when_to_avoid": ["you need a full-featured multi-agent orchestration framework with heavy abstractions", "you cannot run generated code safely and lack a sandbox option", "your workflow is fully deterministic and doesn't need LLM agency"], "when_to_choose": ["you want a minimal, simple agent framework with little abstraction", "you prefer code-writing agents over JSON tool calling for composability", "you need model-agnostic agent support across LLM providers", "you want to share or pull tools and agents from the Hugging Face Hub"]}, "data_as_of": "2026-08-30T08:39:29.467469+00:00", "members": [{"path": "/products/smolagents", "repo": "huggingface/smolagents", "role": "main", "score": 84}], "provenance": {"archived": {"kind": "observed", "observed_at": "2026-08-28T04:11:53.005767+00:00", "source": "github"}, "artifact_type": {"confidence": null, "enriched_at": "2026-08-29T16:53:15.759249+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "6fd08c57e5eacca0f89dee0fac31ad4c9937dbfbd4195b5216f9e234dd92c56b", "fetched_at": "2026-08-28T04:11:53.005767+00:00", "kind": "readme", "missing": false, "url": "https://github.com/huggingface/smolagents"}, {"content_hash": "2b30560b672dfc8fa9e90a363a93c2cc7a7b8a75bc14143123fd2491facfb1ba", "fetched_at": "2026-08-29T07:50:29.430095+00:00", "kind": "homepage", "missing": false, "url": "https://huggingface.co/docs/smolagents"}, {"content_hash": "ee07d8c229f88c6acde5bdd71c114fff01f3bfa85e98a8b3c9762729abc3e6e9", "fetched_at": "2026-08-29T07:50:29.447077+00:00", "kind": "site_page", "missing": false, "url": "https://huggingface.co/docs/smolagents/guided_tour"}, {"content_hash": "ce46878a0f5d54fd6db4de5239e21bda20bab398b7d8493e3ee1e1312d125fc8", "fetched_at": "2026-08-29T07:50:29.449800+00:00", "kind": "site_page", "missing": false, "url": "https://huggingface.co/docs/smolagents/tutorials/building_good_agents"}, {"content_hash": "42f6f7f7e22d05274d4f15322963c29b98258094fc71fcbb93cfb2d97b2a6abd", "fetched_at": "2026-08-29T07:50:29.452285+00:00", "kind": "site_page", "missing": false, "url": "https://huggingface.co/docs/smolagents/tutorials/inspect_runs"}, {"content_hash": "856048a0ced81e9db2152c249d9cbe0f24b5c37cef2cf43ed6a76df4db980eb7", "fetched_at": "2026-08-29T07:50:29.454317+00:00", "kind": "site_page", "missing": false, "url": "https://huggingface.co/docs/smolagents/tutorials/tools"}, {"content_hash": "fbb2a72d475388e7d481141e0a82641571bd9e29e4ffc983a120ab3cb4f9130a", "fetched_at": "2026-08-29T07:50:29.456569+00:00", "kind": "site_page", "missing": false, "url": "https://huggingface.co/docs/smolagents/tutorials/secure_code_execution"}, {"content_hash": "bdec26667b98a2700d86b15044cf944ca1f17f4ab8579c3d27a3e627603b9ae8", "fetched_at": "2026-08-29T07:50:29.439712+00:00", "kind": "site_page", "missing": false, "url": "https://huggingface.co/docs"}, {"content_hash": "206a3c8ed60c57159f15eed287888cac0251d08a981d4a083087f6230feba7f5", "fetched_at": "2026-08-29T07:50:29.444773+00:00", "kind": "site_page", "missing": false, "url": "https://huggingface.co/docs/smolagents/installation"}, {"content_hash": "de6b7a178be544927ffd2e1990e33adcbee1bf54f7edf74da0714c6a3803ec65", "fetched_at": "2026-08-29T07:50:29.441819+00:00", "kind": "site_page", "missing": false, "url": "https://huggingface.co/pricing"}], "taxonomy_version": 1}, "description": {"kind": "observed", "observed_at": "2026-08-28T04:11:53.005767+00:00", "source": "github"}, "domain": {"confidence": null, "enriched_at": "2026-08-29T16:53:15.759249+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "6fd08c57e5eacca0f89dee0fac31ad4c9937dbfbd4195b5216f9e234dd92c56b", "fetched_at": "2026-08-28T04:11:53.005767+00:00", "kind": "readme", "missing": false, "url": "https://github.com/huggingface/smolagents"}, {"content_hash": "2b30560b672dfc8fa9e90a363a93c2cc7a7b8a75bc14143123fd2491facfb1ba", "fetched_at": "2026-08-29T07:50:29.430095+00:00", "kind": "homepage", "missing": false, "url": "https://huggingface.co/docs/smolagents"}, {"content_hash": "ee07d8c229f88c6acde5bdd71c114fff01f3bfa85e98a8b3c9762729abc3e6e9", "fetched_at": "2026-08-29T07:50:29.447077+00:00", "kind": "site_page", "missing": false, "url": "https://huggingface.co/docs/smolagents/guided_tour"}, {"content_hash": "ce46878a0f5d54fd6db4de5239e21bda20bab398b7d8493e3ee1e1312d125fc8", "fetched_at": "2026-08-29T07:50:29.449800+00:00", "kind": "site_page", "missing": false, "url": "https://huggingface.co/docs/smolagents/tutorials/building_good_agents"}, {"content_hash": "42f6f7f7e22d05274d4f15322963c29b98258094fc71fcbb93cfb2d97b2a6abd", "fetched_at": "2026-08-29T07:50:29.452285+00:00", "kind": "site_page", "missing": false, "url": "https://huggingface.co/docs/smolagents/tutorials/inspect_runs"}, {"content_hash": "856048a0ced81e9db2152c249d9cbe0f24b5c37cef2cf43ed6a76df4db980eb7", "fetched_at": "2026-08-29T07:50:29.454317+00:00", "kind": "site_page", "missing": false, "url": "https://huggingface.co/docs/smolagents/tutorials/tools"}, {"content_hash": "fbb2a72d475388e7d481141e0a82641571bd9e29e4ffc983a120ab3cb4f9130a", "fetched_at": "2026-08-29T07:50:29.456569+00:00", "kind": "site_page", "missing": false, "url": "https://huggingface.co/docs/smolagents/tutorials/secure_code_execution"}, {"content_hash": "bdec26667b98a2700d86b15044cf944ca1f17f4ab8579c3d27a3e627603b9ae8", "fetched_at": "2026-08-29T07:50:29.439712+00:00", "kind": "site_page", "missing": false, "url": "https://huggingface.co/docs"}, {"content_hash": "206a3c8ed60c57159f15eed287888cac0251d08a981d4a083087f6230feba7f5", "fetched_at": "2026-08-29T07:50:29.444773+00:00", "kind": "site_page", "missing": false, "url": "https://huggingface.co/docs/smolagents/installation"}, {"content_hash": "de6b7a178be544927ffd2e1990e33adcbee1bf54f7edf74da0714c6a3803ec65", "fetched_at": "2026-08-29T07:50:29.441819+00:00", "kind": "site_page", "missing": false, "url": "https://huggingface.co/pricing"}], "taxonomy_version": 1}, "enriched": {"inputs": [], "kind": "computed", "method": "enrichment_status"}, "function": {"confidence": null, "enriched_at": "2026-08-29T16:53:15.759249+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "6fd08c57e5eacca0f89dee0fac31ad4c9937dbfbd4195b5216f9e234dd92c56b", "fetched_at": "2026-08-28T04:11:53.005767+00:00", "kind": "readme", "missing": false, "url": "https://github.com/huggingface/smolagents"}, {"content_hash": "2b30560b672dfc8fa9e90a363a93c2cc7a7b8a75bc14143123fd2491facfb1ba", "fetched_at": "2026-08-29T07:50:29.430095+00:00", "kind": "homepage", "missing": false, "url": "https://huggingface.co/docs/smolagents"}, {"content_hash": "ee07d8c229f88c6acde5bdd71c114fff01f3bfa85e98a8b3c9762729abc3e6e9", "fetched_at": "2026-08-29T07:50:29.447077+00:00", "kind": "site_page", "missing": false, "url": "https://huggingface.co/docs/smolagents/guided_tour"}, {"content_hash": "ce46878a0f5d54fd6db4de5239e21bda20bab398b7d8493e3ee1e1312d125fc8", "fetched_at": "2026-08-29T07:50:29.449800+00:00", "kind": "site_page", "missing": false, "url": "https://huggingface.co/docs/smolagents/tutorials/building_good_agents"}, {"content_hash": "42f6f7f7e22d05274d4f15322963c29b98258094fc71fcbb93cfb2d97b2a6abd", "fetched_at": "2026-08-29T07:50:29.452285+00:00", "kind": "site_page", "missing": false, "url": "https://huggingface.co/docs/smolagents/tutorials/inspect_runs"}, {"content_hash": "856048a0ced81e9db2152c249d9cbe0f24b5c37cef2cf43ed6a76df4db980eb7", "fetched_at": "2026-08-29T07:50:29.454317+00:00", "kind": "site_page", "missing": false, "url": "https://huggingface.co/docs/smolagents/tutorials/tools"}, {"content_hash": "fbb2a72d475388e7d481141e0a82641571bd9e29e4ffc983a120ab3cb4f9130a", "fetched_at": "2026-08-29T07:50:29.456569+00:00", "kind": "site_page", "missing": false, "url": "https://huggingface.co/docs/smolagents/tutorials/secure_code_execution"}, {"content_hash": "bdec26667b98a2700d86b15044cf944ca1f17f4ab8579c3d27a3e627603b9ae8", "fetched_at": "2026-08-29T07:50:29.439712+00:00", "kind": "site_page", "missing": false, "url": "https://huggingface.co/docs"}, {"content_hash": "206a3c8ed60c57159f15eed287888cac0251d08a981d4a083087f6230feba7f5", "fetched_at": "2026-08-29T07:50:29.444773+00:00", "kind": "site_page", "missing": false, "url": "https://huggingface.co/docs/smolagents/installation"}, {"content_hash": "de6b7a178be544927ffd2e1990e33adcbee1bf54f7edf74da0714c6a3803ec65", "fetched_at": "2026-08-29T07:50:29.441819+00:00", "kind": "site_page", "missing": false, "url": "https://huggingface.co/pricing"}], "taxonomy_version": 1}, "health_score": {"inputs": ["days_since_push", "days_since_release", "archived"], "kind": "computed", "method": "health_v1"}, "homepage": {"kind": "observed", "observed_at": "2026-08-28T04:11:53.005767+00:00", "source": "github"}, "language": {"kind": "observed", "observed_at": "2026-08-28T04:11:53.005767+00:00", "source": "github"}, "license": {"kind": "observed", "observed_at": "2026-08-28T04:11:53.005767+00:00", "source": "github"}, "license_family": {"inputs": ["license"], "kind": "computed", "method": "license_family"}, "maturity": {"confidence": null, "enriched_at": "2026-08-29T16:53:15.759249+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "6fd08c57e5eacca0f89dee0fac31ad4c9937dbfbd4195b5216f9e234dd92c56b", "fetched_at": "2026-08-28T04:11:53.005767+00:00", "kind": "readme", "missing": false, "url": "https://github.com/huggingface/smolagents"}, {"content_hash": "2b30560b672dfc8fa9e90a363a93c2cc7a7b8a75bc14143123fd2491facfb1ba", "fetched_at": "2026-08-29T07:50:29.430095+00:00", "kind": "homepage", "missing": false, "url": "https://huggingface.co/docs/smolagents"}, {"content_hash": "ee07d8c229f88c6acde5bdd71c114fff01f3bfa85e98a8b3c9762729abc3e6e9", "fetched_at": "2026-08-29T07:50:29.447077+00:00", "kind": "site_page", "missing": false, "url": "https://huggingface.co/docs/smolagents/guided_tour"}, {"content_hash": "ce46878a0f5d54fd6db4de5239e21bda20bab398b7d8493e3ee1e1312d125fc8", "fetched_at": "2026-08-29T07:50:29.449800+00:00", "kind": "site_page", "missing": false, "url": "https://huggingface.co/docs/smolagents/tutorials/building_good_agents"}, {"content_hash": "42f6f7f7e22d05274d4f15322963c29b98258094fc71fcbb93cfb2d97b2a6abd", "fetched_at": "2026-08-29T07:50:29.452285+00:00", "kind": "site_page", "missing": false, "url": "https://huggingface.co/docs/smolagents/tutorials/inspect_runs"}, {"content_hash": "856048a0ced81e9db2152c249d9cbe0f24b5c37cef2cf43ed6a76df4db980eb7", "fetched_at": "2026-08-29T07:50:29.454317+00:00", "kind": "site_page", "missing": false, "url": "https://huggingface.co/docs/smolagents/tutorials/tools"}, {"content_hash": "fbb2a72d475388e7d481141e0a82641571bd9e29e4ffc983a120ab3cb4f9130a", "fetched_at": "2026-08-29T07:50:29.456569+00:00", "kind": "site_page", "missing": false, "url": "https://huggingface.co/docs/smolagents/tutorials/secure_code_execution"}, {"content_hash": "bdec26667b98a2700d86b15044cf944ca1f17f4ab8579c3d27a3e627603b9ae8", "fetched_at": "2026-08-29T07:50:29.439712+00:00", "kind": "site_page", "missing": false, "url": "https://huggingface.co/docs"}, {"content_hash": "206a3c8ed60c57159f15eed287888cac0251d08a981d4a083087f6230feba7f5", "fetched_at": "2026-08-29T07:50:29.444773+00:00", "kind": "site_page", "missing": false, "url": "https://huggingface.co/docs/smolagents/installation"}, {"content_hash": "de6b7a178be544927ffd2e1990e33adcbee1bf54f7edf74da0714c6a3803ec65", "fetched_at": "2026-08-29T07:50:29.441819+00:00", "kind": "site_page", "missing": false, "url": "https://huggingface.co/pricing"}], "taxonomy_version": 1}, "member_repos": {"kind": "observed", "observed_at": "2026-08-28T04:11:53.005767+00:00", "source": "github"}, "name": {"kind": "observed", "observed_at": "2026-08-28T04:11:53.005767+00:00", "source": "github"}, "platform": {"confidence": null, "enriched_at": "2026-08-29T16:53:15.759249+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "6fd08c57e5eacca0f89dee0fac31ad4c9937dbfbd4195b5216f9e234dd92c56b", "fetched_at": "2026-08-28T04:11:53.005767+00:00", "kind": "readme", "missing": false, "url": "https://github.com/huggingface/smolagents"}, {"content_hash": "2b30560b672dfc8fa9e90a363a93c2cc7a7b8a75bc14143123fd2491facfb1ba", "fetched_at": "2026-08-29T07:50:29.430095+00:00", "kind": "homepage", "missing": false, "url": "https://huggingface.co/docs/smolagents"}, {"content_hash": "ee07d8c229f88c6acde5bdd71c114fff01f3bfa85e98a8b3c9762729abc3e6e9", "fetched_at": "2026-08-29T07:50:29.447077+00:00", "kind": "site_page", "missing": false, "url": "https://huggingface.co/docs/smolagents/guided_tour"}, {"content_hash": "ce46878a0f5d54fd6db4de5239e21bda20bab398b7d8493e3ee1e1312d125fc8", "fetched_at": "2026-08-29T07:50:29.449800+00:00", "kind": "site_page", "missing": false, "url": "https://huggingface.co/docs/smolagents/tutorials/building_good_agents"}, {"content_hash": "42f6f7f7e22d05274d4f15322963c29b98258094fc71fcbb93cfb2d97b2a6abd", "fetched_at": "2026-08-29T07:50:29.452285+00:00", "kind": "site_page", "missing": false, "url": "https://huggingface.co/docs/smolagents/tutorials/inspect_runs"}, {"content_hash": "856048a0ced81e9db2152c249d9cbe0f24b5c37cef2cf43ed6a76df4db980eb7", "fetched_at": "2026-08-29T07:50:29.454317+00:00", "kind": "site_page", "missing": false, "url": "https://huggingface.co/docs/smolagents/tutorials/tools"}, {"content_hash": "fbb2a72d475388e7d481141e0a82641571bd9e29e4ffc983a120ab3cb4f9130a", "fetched_at": "2026-08-29T07:50:29.456569+00:00", "kind": "site_page", "missing": false, "url": "https://huggingface.co/docs/smolagents/tutorials/secure_code_execution"}, {"content_hash": "bdec26667b98a2700d86b15044cf944ca1f17f4ab8579c3d27a3e627603b9ae8", "fetched_at": "2026-08-29T07:50:29.439712+00:00", "kind": "site_page", "missing": false, "url": "https://huggingface.co/docs"}, {"content_hash": "206a3c8ed60c57159f15eed287888cac0251d08a981d4a083087f6230feba7f5", "fetched_at": "2026-08-29T07:50:29.444773+00:00", "kind": "site_page", "missing": false, "url": "https://huggingface.co/docs/smolagents/installation"}, {"content_hash": "de6b7a178be544927ffd2e1990e33adcbee1bf54f7edf74da0714c6a3803ec65", "fetched_at": "2026-08-29T07:50:29.441819+00:00", "kind": "site_page", "missing": false, "url": "https://huggingface.co/pricing"}], "taxonomy_version": 1}, "pushed_at": {"kind": "observed", "observed_at": "2026-08-28T04:11:53.005767+00:00", "source": "github"}, "repo": {"kind": "observed", "observed_at": "2026-08-28T04:11:53.005767+00:00", "source": "github"}, "stars": {"kind": "observed", "observed_at": "2026-08-28T04:11:53.005767+00:00", "source": "github"}, "tags": {"confidence": null, "enriched_at": "2026-08-29T16:53:15.759249+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "6fd08c57e5eacca0f89dee0fac31ad4c9937dbfbd4195b5216f9e234dd92c56b", "fetched_at": "2026-08-28T04:11:53.005767+00:00", "kind": "readme", "missing": false, "url": "https://github.com/huggingface/smolagents"}, {"content_hash": "2b30560b672dfc8fa9e90a363a93c2cc7a7b8a75bc14143123fd2491facfb1ba", "fetched_at": "2026-08-29T07:50:29.430095+00:00", "kind": "homepage", "missing": false, "url": "https://huggingface.co/docs/smolagents"}, {"content_hash": "ee07d8c229f88c6acde5bdd71c114fff01f3bfa85e98a8b3c9762729abc3e6e9", "fetched_at": "2026-08-29T07:50:29.447077+00:00", "kind": "site_page", "missing": false, "url": "https://huggingface.co/docs/smolagents/guided_tour"}, {"content_hash": "ce46878a0f5d54fd6db4de5239e21bda20bab398b7d8493e3ee1e1312d125fc8", "fetched_at": "2026-08-29T07:50:29.449800+00:00", "kind": "site_page", "missing": false, "url": "https://huggingface.co/docs/smolagents/tutorials/building_good_agents"}, {"content_hash": "42f6f7f7e22d05274d4f15322963c29b98258094fc71fcbb93cfb2d97b2a6abd", "fetched_at": "2026-08-29T07:50:29.452285+00:00", "kind": "site_page", "missing": false, "url": "https://huggingface.co/docs/smolagents/tutorials/inspect_runs"}, {"content_hash": "856048a0ced81e9db2152c249d9cbe0f24b5c37cef2cf43ed6a76df4db980eb7", "fetched_at": "2026-08-29T07:50:29.454317+00:00", "kind": "site_page", "missing": false, "url": "https://huggingface.co/docs/smolagents/tutorials/tools"}, {"content_hash": "fbb2a72d475388e7d481141e0a82641571bd9e29e4ffc983a120ab3cb4f9130a", "fetched_at": "2026-08-29T07:50:29.456569+00:00", "kind": "site_page", "missing": false, "url": "https://huggingface.co/docs/smolagents/tutorials/secure_code_execution"}, {"content_hash": "bdec26667b98a2700d86b15044cf944ca1f17f4ab8579c3d27a3e627603b9ae8", "fetched_at": "2026-08-29T07:50:29.439712+00:00", "kind": "site_page", "missing": false, "url": "https://huggingface.co/docs"}, {"content_hash": "206a3c8ed60c57159f15eed287888cac0251d08a981d4a083087f6230feba7f5", "fetched_at": "2026-08-29T07:50:29.444773+00:00", "kind": "site_page", "missing": false, "url": "https://huggingface.co/docs/smolagents/installation"}, {"content_hash": "de6b7a178be544927ffd2e1990e33adcbee1bf54f7edf74da0714c6a3803ec65", "fetched_at": "2026-08-29T07:50:29.441819+00:00", "kind": "site_page", "missing": false, "url": "https://huggingface.co/pricing"}], "taxonomy_version": 1}, "topics": {"kind": "observed", "observed_at": "2026-08-28T04:11:53.005767+00:00", "source": "github"}, "urls": {"kind": "observed", "observed_at": "2026-08-28T04:11:53.005767+00:00", "source": "github"}, "use_cases": {"confidence": null, "enriched_at": "2026-08-29T16:53:15.759249+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "6fd08c57e5eacca0f89dee0fac31ad4c9937dbfbd4195b5216f9e234dd92c56b", "fetched_at": "2026-08-28T04:11:53.005767+00:00", "kind": "readme", "missing": false, "url": "https://github.com/huggingface/smolagents"}, {"content_hash": "2b30560b672dfc8fa9e90a363a93c2cc7a7b8a75bc14143123fd2491facfb1ba", "fetched_at": "2026-08-29T07:50:29.430095+00:00", "kind": "homepage", "missing": false, "url": "https://huggingface.co/docs/smolagents"}, {"content_hash": "ee07d8c229f88c6acde5bdd71c114fff01f3bfa85e98a8b3c9762729abc3e6e9", "fetched_at": "2026-08-29T07:50:29.447077+00:00", "kind": "site_page", "missing": false, "url": "https://huggingface.co/docs/smolagents/guided_tour"}, {"content_hash": "ce46878a0f5d54fd6db4de5239e21bda20bab398b7d8493e3ee1e1312d125fc8", "fetched_at": "2026-08-29T07:50:29.449800+00:00", "kind": "site_page", "missing": false, "url": "https://huggingface.co/docs/smolagents/tutorials/building_good_agents"}, {"content_hash": "42f6f7f7e22d05274d4f15322963c29b98258094fc71fcbb93cfb2d97b2a6abd", "fetched_at": "2026-08-29T07:50:29.452285+00:00", "kind": "site_page", "missing": false, "url": "https://huggingface.co/docs/smolagents/tutorials/inspect_runs"}, {"content_hash": "856048a0ced81e9db2152c249d9cbe0f24b5c37cef2cf43ed6a76df4db980eb7", "fetched_at": "2026-08-29T07:50:29.454317+00:00", "kind": "site_page", "missing": false, "url": "https://huggingface.co/docs/smolagents/tutorials/tools"}, {"content_hash": "fbb2a72d475388e7d481141e0a82641571bd9e29e4ffc983a120ab3cb4f9130a", "fetched_at": "2026-08-29T07:50:29.456569+00:00", "kind": "site_page", "missing": false, "url": "https://huggingface.co/docs/smolagents/tutorials/secure_code_execution"}, {"content_hash": "bdec26667b98a2700d86b15044cf944ca1f17f4ab8579c3d27a3e627603b9ae8", "fetched_at": "2026-08-29T07:50:29.439712+00:00", "kind": "site_page", "missing": false, "url": "https://huggingface.co/docs"}, {"content_hash": "206a3c8ed60c57159f15eed287888cac0251d08a981d4a083087f6230feba7f5", "fetched_at": "2026-08-29T07:50:29.444773+00:00", "kind": "site_page", "missing": false, "url": "https://huggingface.co/docs/smolagents/installation"}, {"content_hash": "de6b7a178be544927ffd2e1990e33adcbee1bf54f7edf74da0714c6a3803ec65", "fetched_at": "2026-08-29T07:50:29.441819+00:00", "kind": "site_page", "missing": false, "url": "https://huggingface.co/pricing"}], "taxonomy_version": 1}, "what_it_is": {"confidence": null, "enriched_at": "2026-08-29T16:53:15.759249+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "6fd08c57e5eacca0f89dee0fac31ad4c9937dbfbd4195b5216f9e234dd92c56b", "fetched_at": "2026-08-28T04:11:53.005767+00:00", "kind": "readme", "missing": false, "url": "https://github.com/huggingface/smolagents"}, {"content_hash": "2b30560b672dfc8fa9e90a363a93c2cc7a7b8a75bc14143123fd2491facfb1ba", "fetched_at": "2026-08-29T07:50:29.430095+00:00", "kind": "homepage", "missing": false, "url": "https://huggingface.co/docs/smolagents"}, {"content_hash": "ee07d8c229f88c6acde5bdd71c114fff01f3bfa85e98a8b3c9762729abc3e6e9", "fetched_at": "2026-08-29T07:50:29.447077+00:00", "kind": "site_page", "missing": false, "url": "https://huggingface.co/docs/smolagents/guided_tour"}, {"content_hash": "ce46878a0f5d54fd6db4de5239e21bda20bab398b7d8493e3ee1e1312d125fc8", "fetched_at": "2026-08-29T07:50:29.449800+00:00", "kind": "site_page", "missing": false, "url": "https://huggingface.co/docs/smolagents/tutorials/building_good_agents"}, {"content_hash": "42f6f7f7e22d05274d4f15322963c29b98258094fc71fcbb93cfb2d97b2a6abd", "fetched_at": "2026-08-29T07:50:29.452285+00:00", "kind": "site_page", "missing": false, "url": "https://huggingface.co/docs/smolagents/tutorials/inspect_runs"}, {"content_hash": "856048a0ced81e9db2152c249d9cbe0f24b5c37cef2cf43ed6a76df4db980eb7", "fetched_at": "2026-08-29T07:50:29.454317+00:00", "kind": "site_page", "missing": false, "url": "https://huggingface.co/docs/smolagents/tutorials/tools"}, {"content_hash": "fbb2a72d475388e7d481141e0a82641571bd9e29e4ffc983a120ab3cb4f9130a", "fetched_at": "2026-08-29T07:50:29.456569+00:00", "kind": "site_page", "missing": false, "url": "https://huggingface.co/docs/smolagents/tutorials/secure_code_execution"}, {"content_hash": "bdec26667b98a2700d86b15044cf944ca1f17f4ab8579c3d27a3e627603b9ae8", "fetched_at": "2026-08-29T07:50:29.439712+00:00", "kind": "site_page", "missing": false, "url": "https://huggingface.co/docs"}, {"content_hash": "206a3c8ed60c57159f15eed287888cac0251d08a981d4a083087f6230feba7f5", "fetched_at": "2026-08-29T07:50:29.444773+00:00", "kind": "site_page", "missing": false, "url": "https://huggingface.co/docs/smolagents/installation"}, {"content_hash": "de6b7a178be544927ffd2e1990e33adcbee1bf54f7edf74da0714c6a3803ec65", "fetched_at": "2026-08-29T07:50:29.441819+00:00", "kind": "site_page", "missing": false, "url": "https://huggingface.co/pricing"}], "taxonomy_version": 1}, "when_to_avoid": {"confidence": null, "enriched_at": "2026-08-29T16:53:15.759249+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "6fd08c57e5eacca0f89dee0fac31ad4c9937dbfbd4195b5216f9e234dd92c56b", "fetched_at": "2026-08-28T04:11:53.005767+00:00", "kind": "readme", "missing": false, "url": "https://github.com/huggingface/smolagents"}, {"content_hash": "2b30560b672dfc8fa9e90a363a93c2cc7a7b8a75bc14143123fd2491facfb1ba", "fetched_at": "2026-08-29T07:50:29.430095+00:00", "kind": "homepage", "missing": false, "url": "https://huggingface.co/docs/smolagents"}, {"content_hash": "ee07d8c229f88c6acde5bdd71c114fff01f3bfa85e98a8b3c9762729abc3e6e9", "fetched_at": "2026-08-29T07:50:29.447077+00:00", "kind": "site_page", "missing": false, "url": "https://huggingface.co/docs/smolagents/guided_tour"}, {"content_hash": "ce46878a0f5d54fd6db4de5239e21bda20bab398b7d8493e3ee1e1312d125fc8", "fetched_at": "2026-08-29T07:50:29.449800+00:00", "kind": "site_page", "missing": false, "url": "https://huggingface.co/docs/smolagents/tutorials/building_good_agents"}, {"content_hash": "42f6f7f7e22d05274d4f15322963c29b98258094fc71fcbb93cfb2d97b2a6abd", "fetched_at": "2026-08-29T07:50:29.452285+00:00", "kind": "site_page", "missing": false, "url": "https://huggingface.co/docs/smolagents/tutorials/inspect_runs"}, {"content_hash": "856048a0ced81e9db2152c249d9cbe0f24b5c37cef2cf43ed6a76df4db980eb7", "fetched_at": "2026-08-29T07:50:29.454317+00:00", "kind": "site_page", "missing": false, "url": "https://huggingface.co/docs/smolagents/tutorials/tools"}, {"content_hash": "fbb2a72d475388e7d481141e0a82641571bd9e29e4ffc983a120ab3cb4f9130a", "fetched_at": "2026-08-29T07:50:29.456569+00:00", "kind": "site_page", "missing": false, "url": "https://huggingface.co/docs/smolagents/tutorials/secure_code_execution"}, {"content_hash": "bdec26667b98a2700d86b15044cf944ca1f17f4ab8579c3d27a3e627603b9ae8", "fetched_at": "2026-08-29T07:50:29.439712+00:00", "kind": "site_page", "missing": false, "url": "https://huggingface.co/docs"}, {"content_hash": "206a3c8ed60c57159f15eed287888cac0251d08a981d4a083087f6230feba7f5", "fetched_at": "2026-08-29T07:50:29.444773+00:00", "kind": "site_page", "missing": false, "url": "https://huggingface.co/docs/smolagents/installation"}, {"content_hash": "de6b7a178be544927ffd2e1990e33adcbee1bf54f7edf74da0714c6a3803ec65", "fetched_at": "2026-08-29T07:50:29.441819+00:00", "kind": "site_page", "missing": false, "url": "https://huggingface.co/pricing"}], "taxonomy_version": 1}, "when_to_choose": {"confidence": null, "enriched_at": "2026-08-29T16:53:15.759249+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "6fd08c57e5eacca0f89dee0fac31ad4c9937dbfbd4195b5216f9e234dd92c56b", "fetched_at": "2026-08-28T04:11:53.005767+00:00", "kind": "readme", "missing": false, "url": "https://github.com/huggingface/smolagents"}, {"content_hash": "2b30560b672dfc8fa9e90a363a93c2cc7a7b8a75bc14143123fd2491facfb1ba", "fetched_at": "2026-08-29T07:50:29.430095+00:00", "kind": "homepage", "missing": false, "url": "https://huggingface.co/docs/smolagents"}, {"content_hash": "ee07d8c229f88c6acde5bdd71c114fff01f3bfa85e98a8b3c9762729abc3e6e9", "fetched_at": "2026-08-29T07:50:29.447077+00:00", "kind": "site_page", "missing": false, "url": "https://huggingface.co/docs/smolagents/guided_tour"}, {"content_hash": "ce46878a0f5d54fd6db4de5239e21bda20bab398b7d8493e3ee1e1312d125fc8", "fetched_at": "2026-08-29T07:50:29.449800+00:00", "kind": "site_page", "missing": false, "url": "https://huggingface.co/docs/smolagents/tutorials/building_good_agents"}, {"content_hash": "42f6f7f7e22d05274d4f15322963c29b98258094fc71fcbb93cfb2d97b2a6abd", "fetched_at": "2026-08-29T07:50:29.452285+00:00", "kind": "site_page", "missing": false, "url": "https://huggingface.co/docs/smolagents/tutorials/inspect_runs"}, {"content_hash": "856048a0ced81e9db2152c249d9cbe0f24b5c37cef2cf43ed6a76df4db980eb7", "fetched_at": "2026-08-29T07:50:29.454317+00:00", "kind": "site_page", "missing": false, "url": "https://huggingface.co/docs/smolagents/tutorials/tools"}, {"content_hash": "fbb2a72d475388e7d481141e0a82641571bd9e29e4ffc983a120ab3cb4f9130a", "fetched_at": "2026-08-29T07:50:29.456569+00:00", "kind": "site_page", "missing": false, "url": "https://huggingface.co/docs/smolagents/tutorials/secure_code_execution"}, {"content_hash": "bdec26667b98a2700d86b15044cf944ca1f17f4ab8579c3d27a3e627603b9ae8", "fetched_at": "2026-08-29T07:50:29.439712+00:00", "kind": "site_page", "missing": false, "url": "https://huggingface.co/docs"}, {"content_hash": "206a3c8ed60c57159f15eed287888cac0251d08a981d4a083087f6230feba7f5", "fetched_at": "2026-08-29T07:50:29.444773+00:00", "kind": "site_page", "missing": false, "url": "https://huggingface.co/docs/smolagents/installation"}, {"content_hash": "de6b7a178be544927ffd2e1990e33adcbee1bf54f7edf74da0714c6a3803ec65", "fetched_at": "2026-08-29T07:50:29.441819+00:00", "kind": "site_page", "missing": false, "url": "https://huggingface.co/pricing"}], "taxonomy_version": 1}}, "score": {"components": {"activity": 99, "longevity": 45, "rhythm": 86}, "computed_at": "2026-09-03T02:20:16.233290+00:00", "flags": [], "formula": "round(0.45*activity + 0.35*rhythm + 0.20*longevity); archived -> min(score, 10)", "inputs": {"age_days": 636, "days_push": 8, "days_rel": 96, "gap_med": 8, "n_releases_24m": 36}, "score": 84, "version": 2}, "staleness": {"enrichment_outdated": false, "low_confidence": false, "scrape_days": 9, "stale_scrape": false}}