{"adoption": {"forks": 252, "observed_at": "2026-08-28T04:05:27.910204+00:00", "stars": 1723}, "canonical_url": "https://ross.abutalabs.com/products/gpteam", "card": {"archived": false, "artifact_type": "application", "description": "GPTeam: An open-source multi-agent simulation", "domain": ["artificial-intelligence", "large-language-models", "simulation"], "enriched": true, "function": ["agent-framework", "llm-inference", "chatbot"], "health_score": 80, "homepage": "https://www.gpteamai.com/", "language": "Python", "license": "MIT", "license_family": "permissive", "maturity": "maintenance", "member_repos": ["101dotxyz/GPTeam"], "name": "101dotxyz/GPTeam", "platform": ["python", "cross-platform", "cli"], "pushed_at": "2026-08-26T17:04:47+00:00", "repo": "101dotxyz/GPTeam", "stars": 1723, "tags": ["multi-agent", "gpt-4", "autogpt", "agent-memory", "simulation", "langchain", "discord-integration", "ai-agents"], "topics": ["ai", "agents", "autogpt", "gpt-4"], "urls": [], "use_cases": ["simulate multiple AI agents collaborating on tasks", "explore multi-agent communication with GPT-4", "run a simulated world of agents with memory and reflection", "experiment with agent-to-agent collaboration architectures", "watch agents interact and complete directives in parallel", "customize agent and location configurations via config."], "what_it_is": "GPTeam is an open-source multi-agent simulation that uses GPT-4 to create multiple AI agents with memory who collaborate and communicate to achieve predefined goals. Agents move around a configurable world, speak to each other, and work in parallel on tasks, with agent memory and reflection inspired by generative agent research.", "when_to_avoid": ["you need a production-ready multi-agent orchestration framework for real workloads", "you want to avoid OpenAI API costs, since running the simulation requires paid LLM calls", "you need a stable, actively developed tool rather than an exploratory research project", "you need fine-grained programmatic control over agent behavior beyond config."], "when_to_choose": ["you want to experiment with multi-agent collaboration and communication patterns", "you need a research playground for agent memory and reflection inspired by the generative agents paper", "you want a configurable simulated world of GPT-4 agents you can run locally", "you want to observe agent states and interactions in a lightweight setup"]}, "data_as_of": "2026-08-30T08:39:29.467469+00:00", "members": [{"path": "/products/gpteam", "repo": "101dotxyz/GPTeam", "role": "main", "score": 75}], "provenance": {"archived": {"kind": "observed", "observed_at": "2026-08-28T04:05:27.910204+00:00", "source": "github"}, "artifact_type": {"confidence": null, "enriched_at": "2026-08-30T03:33:55.991518+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "a9ca3dcda53738fb67298e626cb95f31af600797192aeafb13a784086a789a44", "fetched_at": "2026-08-28T04:05:27.910204+00:00", "kind": "readme", "missing": false, "url": "https://github.com/101dotxyz/GPTeam"}, {"content_hash": "e532fd131c64d2ac64ccaa883baee023b1704ef94b4b3a10bc7405e879ad5c3c", "fetched_at": "2026-08-29T11:09:21.439166+00:00", "kind": "homepage", "missing": false, "url": "https://www.gpteamai.com/"}], "taxonomy_version": 1}, "description": {"kind": "observed", "observed_at": "2026-08-28T04:05:27.910204+00:00", "source": "github"}, "domain": {"confidence": null, "enriched_at": "2026-08-30T03:33:55.991518+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "a9ca3dcda53738fb67298e626cb95f31af600797192aeafb13a784086a789a44", "fetched_at": "2026-08-28T04:05:27.910204+00:00", "kind": "readme", "missing": false, "url": "https://github.com/101dotxyz/GPTeam"}, {"content_hash": "e532fd131c64d2ac64ccaa883baee023b1704ef94b4b3a10bc7405e879ad5c3c", "fetched_at": "2026-08-29T11:09:21.439166+00:00", "kind": "homepage", "missing": false, "url": "https://www.gpteamai.com/"}], "taxonomy_version": 1}, "enriched": {"inputs": [], "kind": "computed", "method": "enrichment_status"}, "function": {"confidence": null, "enriched_at": "2026-08-30T03:33:55.991518+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "a9ca3dcda53738fb67298e626cb95f31af600797192aeafb13a784086a789a44", "fetched_at": "2026-08-28T04:05:27.910204+00:00", "kind": "readme", "missing": false, "url": "https://github.com/101dotxyz/GPTeam"}, {"content_hash": "e532fd131c64d2ac64ccaa883baee023b1704ef94b4b3a10bc7405e879ad5c3c", "fetched_at": "2026-08-29T11:09:21.439166+00:00", "kind": "homepage", "missing": false, "url": "https://www.gpteamai.com/"}], "taxonomy_version": 1}, "health_score": {"inputs": ["days_since_push", "days_since_release", "archived"], "kind": "computed", "method": "health_v1"}, "homepage": {"kind": "observed", "observed_at": "2026-08-28T04:05:27.910204+00:00", "source": "github"}, "language": {"kind": "observed", "observed_at": "2026-08-28T04:05:27.910204+00:00", "source": "github"}, "license": {"kind": "observed", "observed_at": "2026-08-28T04:05:27.910204+00:00", "source": "github"}, "license_family": {"inputs": ["license"], "kind": "computed", "method": "license_family"}, "maturity": {"confidence": null, "enriched_at": "2026-08-30T03:33:55.991518+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "a9ca3dcda53738fb67298e626cb95f31af600797192aeafb13a784086a789a44", "fetched_at": "2026-08-28T04:05:27.910204+00:00", "kind": "readme", "missing": false, "url": "https://github.com/101dotxyz/GPTeam"}, {"content_hash": "e532fd131c64d2ac64ccaa883baee023b1704ef94b4b3a10bc7405e879ad5c3c", "fetched_at": "2026-08-29T11:09:21.439166+00:00", "kind": "homepage", "missing": false, "url": "https://www.gpteamai.com/"}], "taxonomy_version": 1}, "member_repos": {"kind": "observed", "observed_at": "2026-08-28T04:05:27.910204+00:00", "source": "github"}, "name": {"kind": "observed", "observed_at": "2026-08-28T04:05:27.910204+00:00", "source": "github"}, "platform": {"confidence": null, "enriched_at": "2026-08-30T03:33:55.991518+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "a9ca3dcda53738fb67298e626cb95f31af600797192aeafb13a784086a789a44", "fetched_at": "2026-08-28T04:05:27.910204+00:00", "kind": "readme", "missing": false, "url": "https://github.com/101dotxyz/GPTeam"}, {"content_hash": "e532fd131c64d2ac64ccaa883baee023b1704ef94b4b3a10bc7405e879ad5c3c", "fetched_at": "2026-08-29T11:09:21.439166+00:00", "kind": "homepage", "missing": false, "url": "https://www.gpteamai.com/"}], "taxonomy_version": 1}, "pushed_at": {"kind": "observed", "observed_at": "2026-08-28T04:05:27.910204+00:00", "source": "github"}, "repo": {"kind": "observed", "observed_at": "2026-08-28T04:05:27.910204+00:00", "source": "github"}, "stars": {"kind": "observed", "observed_at": "2026-08-28T04:05:27.910204+00:00", "source": "github"}, "tags": {"confidence": null, "enriched_at": "2026-08-30T03:33:55.991518+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "a9ca3dcda53738fb67298e626cb95f31af600797192aeafb13a784086a789a44", "fetched_at": "2026-08-28T04:05:27.910204+00:00", "kind": "readme", "missing": false, "url": "https://github.com/101dotxyz/GPTeam"}, {"content_hash": "e532fd131c64d2ac64ccaa883baee023b1704ef94b4b3a10bc7405e879ad5c3c", "fetched_at": "2026-08-29T11:09:21.439166+00:00", "kind": "homepage", "missing": false, "url": "https://www.gpteamai.com/"}], "taxonomy_version": 1}, "topics": {"kind": "observed", "observed_at": "2026-08-28T04:05:27.910204+00:00", "source": "github"}, "urls": {"kind": "observed", "observed_at": "2026-08-28T04:05:27.910204+00:00", "source": "github"}, "use_cases": {"confidence": null, "enriched_at": "2026-08-30T03:33:55.991518+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "a9ca3dcda53738fb67298e626cb95f31af600797192aeafb13a784086a789a44", "fetched_at": "2026-08-28T04:05:27.910204+00:00", "kind": "readme", "missing": false, "url": "https://github.com/101dotxyz/GPTeam"}, {"content_hash": "e532fd131c64d2ac64ccaa883baee023b1704ef94b4b3a10bc7405e879ad5c3c", "fetched_at": "2026-08-29T11:09:21.439166+00:00", "kind": "homepage", "missing": false, "url": "https://www.gpteamai.com/"}], "taxonomy_version": 1}, "what_it_is": {"confidence": null, "enriched_at": "2026-08-30T03:33:55.991518+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "a9ca3dcda53738fb67298e626cb95f31af600797192aeafb13a784086a789a44", "fetched_at": "2026-08-28T04:05:27.910204+00:00", "kind": "readme", "missing": false, "url": "https://github.com/101dotxyz/GPTeam"}, {"content_hash": "e532fd131c64d2ac64ccaa883baee023b1704ef94b4b3a10bc7405e879ad5c3c", "fetched_at": "2026-08-29T11:09:21.439166+00:00", "kind": "homepage", "missing": false, "url": "https://www.gpteamai.com/"}], "taxonomy_version": 1}, "when_to_avoid": {"confidence": null, "enriched_at": "2026-08-30T03:33:55.991518+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "a9ca3dcda53738fb67298e626cb95f31af600797192aeafb13a784086a789a44", "fetched_at": "2026-08-28T04:05:27.910204+00:00", "kind": "readme", "missing": false, "url": "https://github.com/101dotxyz/GPTeam"}, {"content_hash": "e532fd131c64d2ac64ccaa883baee023b1704ef94b4b3a10bc7405e879ad5c3c", "fetched_at": "2026-08-29T11:09:21.439166+00:00", "kind": "homepage", "missing": false, "url": "https://www.gpteamai.com/"}], "taxonomy_version": 1}, "when_to_choose": {"confidence": null, "enriched_at": "2026-08-30T03:33:55.991518+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "a9ca3dcda53738fb67298e626cb95f31af600797192aeafb13a784086a789a44", "fetched_at": "2026-08-28T04:05:27.910204+00:00", "kind": "readme", "missing": false, "url": "https://github.com/101dotxyz/GPTeam"}, {"content_hash": "e532fd131c64d2ac64ccaa883baee023b1704ef94b4b3a10bc7405e879ad5c3c", "fetched_at": "2026-08-29T11:09:21.439166+00:00", "kind": "homepage", "missing": false, "url": "https://www.gpteamai.com/"}], "taxonomy_version": 1}}, "score": {"components": {"activity": 99, "longevity": 89, "rhythm": 35}, "computed_at": "2026-09-03T02:20:16.233290+00:00", "flags": ["no_releases"], "formula": "round(0.45*activity + 0.35*rhythm + 0.20*longevity); archived -> min(score, 10)", "inputs": {"age_days": 1248, "days_push": 7, "days_rel": null, "gap_med": null, "n_releases_24m": 0}, "score": 75, "version": 2}, "staleness": {"enrichment_outdated": false, "low_confidence": false, "scrape_days": 9, "stale_scrape": false}}