{"adoption": {"forks": 243, "observed_at": "2026-08-28T04:03:59.130681+00:00", "stars": 1205}, "canonical_url": "https://ross.abutalabs.com/products/hexabot", "card": {"archived": false, "artifact_type": "framework", "description": "Hexabot v3 is an AI workflow automation platform, combining workflows, actions, agents, and conversational channels in one runtime.", "domain": ["chatbots", "large-language-models", "self-hosted", "web-development", "developer-tools"], "enriched": true, "function": ["agent-framework", "workflow-automation", "chatbot", "rag", "mcp", "web-framework", "cli", "chat-interface"], "health_score": 91, "homepage": "https://docs.hexabot.ai", "language": "TypeScript", "license": "NOASSERTION", "license_family": "other", "maturity": "active", "member_repos": ["hexabot-ai/Hexabot"], "name": "hexabot-ai/Hexabot", "platform": ["self-hosted", "cross-platform", "cli"], "pushed_at": "2026-08-24T09:57:55+00:00", "repo": "hexabot-ai/Hexabot", "stars": 1205, "tags": ["agentic-workflows", "fair-core", "vercel-ai-sdk", "yaml-workflows", "multi-channel", "visual-workflow-editor", "chat-widget", "llm-providers", "ai-agents", "automation", "retrieval-augmented-generation", "nodejs", "typescript", "docker", "web-server"], "topics": ["ai", "bot-framework", "chatbot", "agent", "agents", "chatgpt", "claude-ai", "gemini", "mistral", "ollama", "llama", "artificial-intelligence", "llm", "conversational-ai", "deepseek", "agentic", "framework", "ai-automation", "automation", "workflow"], "urls": [], "use_cases": ["build a self-hosted ai chatbot for my website", "automate conversations across channels with llm agents", "create agentic workflows with yaml and tools", "add rag-powered ai automation grounded in my cms content", "connect mcp tools to ai workflow actions", "run scheduled and manual ai automations on my own server", "embed a chat widget on my site connected to ai workflows", "use claude or gemini inside workflow automation steps"], "what_it_is": "Hexabot is a self-hosted, fair-core AI workflow automation platform that combines YAML-defined agentic workflows, actions, memory, RAG, and conversational channels in a single Node.js runtime. It ships with a CLI for project scaffolding, a visual workflow editor with admin UI, and extensibility via custom actions, channels, and MCP tool integrations.", "when_to_avoid": ["you only need a simple single-purpose chatbot widget without workflow orchestration", "you require a permissive OSI license (it uses a fair-core, non-standard license)", "you need a lightweight library to embed in an existing app rather than a full platform", "your stack is not Node.js/TypeScript based"], "when_to_choose": ["you want a self-hosted alternative to SaaS automation platforms with first-class AI/LLM support", "you need conversational workflows across multiple channels with an inbox and admin UI", "you want visual workflow editing plus YAML control in one tool", "you need RAG, memory, and MCP tool integration out of the box", "you want to use many LLM providers via the Vercel AI SDK"]}, "data_as_of": "2026-08-30T08:39:29.467469+00:00", "members": [{"path": "/products/hexabot", "repo": "hexabot-ai/Hexabot", "role": "main", "score": 65}], "provenance": {"archived": {"kind": "observed", "observed_at": "2026-08-28T04:03:59.130681+00:00", "source": "github"}, "artifact_type": {"confidence": null, "enriched_at": "2026-08-30T06:19:35.240808+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "1c10294bbc4733cdc4b698a55b08dcaf652e3ecb53024afbda0ff84269bf25af", "fetched_at": "2026-08-28T04:03:59.130681+00:00", "kind": "readme", "missing": false, "url": "https://github.com/hexabot-ai/Hexabot"}, {"content_hash": "9f4523b1c27096e7cc3ca829ccb0f2a1b30eece4fa4f382b1ad755b26cb13d3a", "fetched_at": "2026-08-29T12:27:33.123806+00:00", "kind": "homepage", "missing": false, "url": "https://docs.hexabot.ai"}, {"content_hash": "47a36e649c4f03f9b3825d7ba6748625c69c60ce4c2e3f6fc4a2f997e61745b3", "fetched_at": "2026-08-29T12:27:33.132943+00:00", "kind": "site_page", "missing": false, "url": "https://docs.hexabot.ai/introduction/features"}, {"content_hash": "18f323501c538564eb88e5b8f8a54eecce71ed0df2b0bf938e7633f7a34a5ebc", "fetched_at": "2026-08-29T12:27:33.134955+00:00", "kind": "site_page", "missing": false, "url": "https://docs.hexabot.ai/quickstart/installation"}, {"content_hash": "1f6f5848d974e96d75bcbe1ece98de52424e8decc5dd7f90423558f951148637", "fetched_at": "2026-08-29T12:27:33.136945+00:00", "kind": "site_page", "missing": false, "url": "https://docs.hexabot.ai/quickstart/create-your-1st-workflow"}, {"content_hash": "2c4f023a29f68049df8155b7507b95f5c7d3f8fa7c5dcdae22657b208a9062e0", "fetched_at": "2026-08-29T12:27:33.138743+00:00", "kind": "site_page", "missing": false, "url": "https://docs.hexabot.ai/quickstart/using-ai-coding-agents"}, {"content_hash": "99bf7f0bd23c5a8fc4504ef87e875666352d925dcbecf6d7b8852cfc6dc3456b", "fetched_at": "2026-08-29T12:27:33.141162+00:00", "kind": "site_page", "missing": false, "url": "https://docs.hexabot.ai/integrations"}, {"content_hash": "9d91b7e16e53100284bb1b5790aca2e6e24949143bdf1415e3c259d249e6ca32", "fetched_at": "2026-08-29T12:27:33.143216+00:00", "kind": "site_page", "missing": false, "url": "https://docs.hexabot.ai/faq/how-can-i-deploy-my-hexabot-project"}, {"content_hash": "d652302d78d53467ec0ff29868c467d74f1dec5671a3b548f77289135245346f", "fetched_at": "2026-08-29T12:27:33.144874+00:00", "kind": "site_page", "missing": false, "url": "https://docs.hexabot.ai/faq/how-can-i-add-the-hexabot-chat-widget-to-my-website"}, {"content_hash": "6bd8eeb6062139191c72ee1e9cc6c2d27708e816b452cf9c89b5377da521e05c", "fetched_at": "2026-08-29T12:27:33.146535+00:00", "kind": "site_page", "missing": false, "url": "https://docs.hexabot.ai/faq/which-ai-llm-providers-does-hexabot-support"}], "taxonomy_version": 1}, "description": {"kind": "observed", "observed_at": "2026-08-28T04:03:59.130681+00:00", "source": "github"}, "domain": {"confidence": null, "enriched_at": "2026-08-30T06:19:35.240808+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "1c10294bbc4733cdc4b698a55b08dcaf652e3ecb53024afbda0ff84269bf25af", "fetched_at": "2026-08-28T04:03:59.130681+00:00", "kind": "readme", "missing": false, "url": "https://github.com/hexabot-ai/Hexabot"}, {"content_hash": "9f4523b1c27096e7cc3ca829ccb0f2a1b30eece4fa4f382b1ad755b26cb13d3a", "fetched_at": "2026-08-29T12:27:33.123806+00:00", "kind": "homepage", "missing": false, "url": "https://docs.hexabot.ai"}, {"content_hash": "47a36e649c4f03f9b3825d7ba6748625c69c60ce4c2e3f6fc4a2f997e61745b3", "fetched_at": "2026-08-29T12:27:33.132943+00:00", "kind": "site_page", "missing": false, "url": "https://docs.hexabot.ai/introduction/features"}, {"content_hash": "18f323501c538564eb88e5b8f8a54eecce71ed0df2b0bf938e7633f7a34a5ebc", "fetched_at": "2026-08-29T12:27:33.134955+00:00", "kind": "site_page", "missing": false, "url": "https://docs.hexabot.ai/quickstart/installation"}, {"content_hash": "1f6f5848d974e96d75bcbe1ece98de52424e8decc5dd7f90423558f951148637", "fetched_at": "2026-08-29T12:27:33.136945+00:00", "kind": "site_page", "missing": false, "url": "https://docs.hexabot.ai/quickstart/create-your-1st-workflow"}, {"content_hash": "2c4f023a29f68049df8155b7507b95f5c7d3f8fa7c5dcdae22657b208a9062e0", "fetched_at": "2026-08-29T12:27:33.138743+00:00", "kind": "site_page", "missing": false, "url": "https://docs.hexabot.ai/quickstart/using-ai-coding-agents"}, {"content_hash": "99bf7f0bd23c5a8fc4504ef87e875666352d925dcbecf6d7b8852cfc6dc3456b", "fetched_at": "2026-08-29T12:27:33.141162+00:00", "kind": "site_page", "missing": false, "url": "https://docs.hexabot.ai/integrations"}, {"content_hash": "9d91b7e16e53100284bb1b5790aca2e6e24949143bdf1415e3c259d249e6ca32", "fetched_at": "2026-08-29T12:27:33.143216+00:00", "kind": "site_page", "missing": false, "url": "https://docs.hexabot.ai/faq/how-can-i-deploy-my-hexabot-project"}, {"content_hash": "d652302d78d53467ec0ff29868c467d74f1dec5671a3b548f77289135245346f", "fetched_at": "2026-08-29T12:27:33.144874+00:00", "kind": "site_page", "missing": false, "url": "https://docs.hexabot.ai/faq/how-can-i-add-the-hexabot-chat-widget-to-my-website"}, {"content_hash": "6bd8eeb6062139191c72ee1e9cc6c2d27708e816b452cf9c89b5377da521e05c", "fetched_at": "2026-08-29T12:27:33.146535+00:00", "kind": "site_page", "missing": false, "url": "https://docs.hexabot.ai/faq/which-ai-llm-providers-does-hexabot-support"}], "taxonomy_version": 1}, "enriched": {"inputs": [], "kind": "computed", "method": "enrichment_status"}, "function": {"confidence": null, "enriched_at": "2026-08-30T06:19:35.240808+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "1c10294bbc4733cdc4b698a55b08dcaf652e3ecb53024afbda0ff84269bf25af", "fetched_at": "2026-08-28T04:03:59.130681+00:00", "kind": "readme", "missing": false, "url": "https://github.com/hexabot-ai/Hexabot"}, {"content_hash": "9f4523b1c27096e7cc3ca829ccb0f2a1b30eece4fa4f382b1ad755b26cb13d3a", "fetched_at": "2026-08-29T12:27:33.123806+00:00", "kind": "homepage", "missing": false, "url": "https://docs.hexabot.ai"}, {"content_hash": "47a36e649c4f03f9b3825d7ba6748625c69c60ce4c2e3f6fc4a2f997e61745b3", "fetched_at": "2026-08-29T12:27:33.132943+00:00", "kind": "site_page", "missing": false, "url": "https://docs.hexabot.ai/introduction/features"}, {"content_hash": "18f323501c538564eb88e5b8f8a54eecce71ed0df2b0bf938e7633f7a34a5ebc", "fetched_at": "2026-08-29T12:27:33.134955+00:00", "kind": "site_page", "missing": false, "url": "https://docs.hexabot.ai/quickstart/installation"}, {"content_hash": "1f6f5848d974e96d75bcbe1ece98de52424e8decc5dd7f90423558f951148637", "fetched_at": "2026-08-29T12:27:33.136945+00:00", "kind": "site_page", "missing": false, "url": "https://docs.hexabot.ai/quickstart/create-your-1st-workflow"}, {"content_hash": "2c4f023a29f68049df8155b7507b95f5c7d3f8fa7c5dcdae22657b208a9062e0", "fetched_at": "2026-08-29T12:27:33.138743+00:00", "kind": "site_page", "missing": false, "url": "https://docs.hexabot.ai/quickstart/using-ai-coding-agents"}, {"content_hash": "99bf7f0bd23c5a8fc4504ef87e875666352d925dcbecf6d7b8852cfc6dc3456b", "fetched_at": "2026-08-29T12:27:33.141162+00:00", "kind": "site_page", "missing": false, "url": "https://docs.hexabot.ai/integrations"}, {"content_hash": "9d91b7e16e53100284bb1b5790aca2e6e24949143bdf1415e3c259d249e6ca32", "fetched_at": "2026-08-29T12:27:33.143216+00:00", "kind": "site_page", "missing": false, "url": "https://docs.hexabot.ai/faq/how-can-i-deploy-my-hexabot-project"}, {"content_hash": "d652302d78d53467ec0ff29868c467d74f1dec5671a3b548f77289135245346f", "fetched_at": "2026-08-29T12:27:33.144874+00:00", "kind": "site_page", "missing": false, "url": "https://docs.hexabot.ai/faq/how-can-i-add-the-hexabot-chat-widget-to-my-website"}, {"content_hash": "6bd8eeb6062139191c72ee1e9cc6c2d27708e816b452cf9c89b5377da521e05c", "fetched_at": "2026-08-29T12:27:33.146535+00:00", "kind": "site_page", "missing": false, "url": "https://docs.hexabot.ai/faq/which-ai-llm-providers-does-hexabot-support"}], "taxonomy_version": 1}, "health_score": {"inputs": ["days_since_push", "days_since_release", "archived"], "kind": "computed", "method": "health_v1"}, "homepage": {"kind": "observed", "observed_at": "2026-08-28T04:03:59.130681+00:00", "source": "github"}, "language": {"kind": "observed", "observed_at": "2026-08-28T04:03:59.130681+00:00", "source": "github"}, "license": {"kind": "observed", "observed_at": "2026-08-28T04:03:59.130681+00:00", "source": "github"}, "license_family": {"inputs": ["license"], "kind": "computed", "method": "license_family"}, "maturity": {"confidence": null, "enriched_at": "2026-08-30T06:19:35.240808+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "1c10294bbc4733cdc4b698a55b08dcaf652e3ecb53024afbda0ff84269bf25af", "fetched_at": "2026-08-28T04:03:59.130681+00:00", "kind": "readme", "missing": false, "url": "https://github.com/hexabot-ai/Hexabot"}, {"content_hash": "9f4523b1c27096e7cc3ca829ccb0f2a1b30eece4fa4f382b1ad755b26cb13d3a", "fetched_at": "2026-08-29T12:27:33.123806+00:00", "kind": "homepage", "missing": false, "url": "https://docs.hexabot.ai"}, {"content_hash": "47a36e649c4f03f9b3825d7ba6748625c69c60ce4c2e3f6fc4a2f997e61745b3", "fetched_at": "2026-08-29T12:27:33.132943+00:00", "kind": "site_page", "missing": false, "url": "https://docs.hexabot.ai/introduction/features"}, {"content_hash": "18f323501c538564eb88e5b8f8a54eecce71ed0df2b0bf938e7633f7a34a5ebc", "fetched_at": "2026-08-29T12:27:33.134955+00:00", "kind": "site_page", "missing": false, "url": "https://docs.hexabot.ai/quickstart/installation"}, {"content_hash": "1f6f5848d974e96d75bcbe1ece98de52424e8decc5dd7f90423558f951148637", "fetched_at": "2026-08-29T12:27:33.136945+00:00", "kind": "site_page", "missing": false, "url": "https://docs.hexabot.ai/quickstart/create-your-1st-workflow"}, {"content_hash": "2c4f023a29f68049df8155b7507b95f5c7d3f8fa7c5dcdae22657b208a9062e0", "fetched_at": "2026-08-29T12:27:33.138743+00:00", "kind": "site_page", "missing": false, "url": "https://docs.hexabot.ai/quickstart/using-ai-coding-agents"}, {"content_hash": "99bf7f0bd23c5a8fc4504ef87e875666352d925dcbecf6d7b8852cfc6dc3456b", "fetched_at": "2026-08-29T12:27:33.141162+00:00", "kind": "site_page", "missing": false, "url": "https://docs.hexabot.ai/integrations"}, {"content_hash": "9d91b7e16e53100284bb1b5790aca2e6e24949143bdf1415e3c259d249e6ca32", "fetched_at": "2026-08-29T12:27:33.143216+00:00", "kind": "site_page", "missing": false, "url": "https://docs.hexabot.ai/faq/how-can-i-deploy-my-hexabot-project"}, {"content_hash": "d652302d78d53467ec0ff29868c467d74f1dec5671a3b548f77289135245346f", "fetched_at": "2026-08-29T12:27:33.144874+00:00", "kind": "site_page", "missing": false, "url": "https://docs.hexabot.ai/faq/how-can-i-add-the-hexabot-chat-widget-to-my-website"}, {"content_hash": "6bd8eeb6062139191c72ee1e9cc6c2d27708e816b452cf9c89b5377da521e05c", "fetched_at": "2026-08-29T12:27:33.146535+00:00", "kind": "site_page", "missing": false, "url": "https://docs.hexabot.ai/faq/which-ai-llm-providers-does-hexabot-support"}], "taxonomy_version": 1}, "member_repos": {"kind": "observed", "observed_at": "2026-08-28T04:03:59.130681+00:00", "source": "github"}, "name": {"kind": "observed", "observed_at": "2026-08-28T04:03:59.130681+00:00", "source": "github"}, "platform": {"confidence": null, "enriched_at": "2026-08-30T06:19:35.240808+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "1c10294bbc4733cdc4b698a55b08dcaf652e3ecb53024afbda0ff84269bf25af", "fetched_at": "2026-08-28T04:03:59.130681+00:00", "kind": "readme", "missing": false, "url": "https://github.com/hexabot-ai/Hexabot"}, {"content_hash": "9f4523b1c27096e7cc3ca829ccb0f2a1b30eece4fa4f382b1ad755b26cb13d3a", "fetched_at": "2026-08-29T12:27:33.123806+00:00", "kind": "homepage", "missing": false, "url": "https://docs.hexabot.ai"}, {"content_hash": "47a36e649c4f03f9b3825d7ba6748625c69c60ce4c2e3f6fc4a2f997e61745b3", "fetched_at": "2026-08-29T12:27:33.132943+00:00", "kind": "site_page", "missing": false, "url": "https://docs.hexabot.ai/introduction/features"}, {"content_hash": "18f323501c538564eb88e5b8f8a54eecce71ed0df2b0bf938e7633f7a34a5ebc", "fetched_at": "2026-08-29T12:27:33.134955+00:00", "kind": "site_page", "missing": false, "url": "https://docs.hexabot.ai/quickstart/installation"}, {"content_hash": "1f6f5848d974e96d75bcbe1ece98de52424e8decc5dd7f90423558f951148637", "fetched_at": "2026-08-29T12:27:33.136945+00:00", "kind": "site_page", "missing": false, "url": "https://docs.hexabot.ai/quickstart/create-your-1st-workflow"}, {"content_hash": "2c4f023a29f68049df8155b7507b95f5c7d3f8fa7c5dcdae22657b208a9062e0", "fetched_at": "2026-08-29T12:27:33.138743+00:00", "kind": "site_page", "missing": false, "url": "https://docs.hexabot.ai/quickstart/using-ai-coding-agents"}, {"content_hash": "99bf7f0bd23c5a8fc4504ef87e875666352d925dcbecf6d7b8852cfc6dc3456b", "fetched_at": "2026-08-29T12:27:33.141162+00:00", "kind": "site_page", "missing": false, "url": "https://docs.hexabot.ai/integrations"}, {"content_hash": "9d91b7e16e53100284bb1b5790aca2e6e24949143bdf1415e3c259d249e6ca32", "fetched_at": "2026-08-29T12:27:33.143216+00:00", "kind": "site_page", "missing": false, "url": "https://docs.hexabot.ai/faq/how-can-i-deploy-my-hexabot-project"}, {"content_hash": "d652302d78d53467ec0ff29868c467d74f1dec5671a3b548f77289135245346f", "fetched_at": "2026-08-29T12:27:33.144874+00:00", "kind": "site_page", "missing": false, "url": "https://docs.hexabot.ai/faq/how-can-i-add-the-hexabot-chat-widget-to-my-website"}, {"content_hash": "6bd8eeb6062139191c72ee1e9cc6c2d27708e816b452cf9c89b5377da521e05c", "fetched_at": "2026-08-29T12:27:33.146535+00:00", "kind": "site_page", "missing": false, "url": "https://docs.hexabot.ai/faq/which-ai-llm-providers-does-hexabot-support"}], "taxonomy_version": 1}, "pushed_at": {"kind": "observed", "observed_at": "2026-08-28T04:03:59.130681+00:00", "source": "github"}, "repo": {"kind": "observed", "observed_at": "2026-08-28T04:03:59.130681+00:00", "source": "github"}, "stars": {"kind": "observed", "observed_at": "2026-08-28T04:03:59.130681+00:00", "source": "github"}, "tags": {"confidence": null, "enriched_at": "2026-08-30T06:19:35.240808+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "1c10294bbc4733cdc4b698a55b08dcaf652e3ecb53024afbda0ff84269bf25af", "fetched_at": "2026-08-28T04:03:59.130681+00:00", "kind": "readme", "missing": false, "url": "https://github.com/hexabot-ai/Hexabot"}, {"content_hash": "9f4523b1c27096e7cc3ca829ccb0f2a1b30eece4fa4f382b1ad755b26cb13d3a", "fetched_at": "2026-08-29T12:27:33.123806+00:00", "kind": "homepage", "missing": false, "url": "https://docs.hexabot.ai"}, {"content_hash": "47a36e649c4f03f9b3825d7ba6748625c69c60ce4c2e3f6fc4a2f997e61745b3", "fetched_at": "2026-08-29T12:27:33.132943+00:00", "kind": "site_page", "missing": false, "url": "https://docs.hexabot.ai/introduction/features"}, {"content_hash": "18f323501c538564eb88e5b8f8a54eecce71ed0df2b0bf938e7633f7a34a5ebc", "fetched_at": "2026-08-29T12:27:33.134955+00:00", "kind": "site_page", "missing": false, "url": "https://docs.hexabot.ai/quickstart/installation"}, {"content_hash": "1f6f5848d974e96d75bcbe1ece98de52424e8decc5dd7f90423558f951148637", "fetched_at": "2026-08-29T12:27:33.136945+00:00", "kind": "site_page", "missing": false, "url": "https://docs.hexabot.ai/quickstart/create-your-1st-workflow"}, {"content_hash": "2c4f023a29f68049df8155b7507b95f5c7d3f8fa7c5dcdae22657b208a9062e0", "fetched_at": "2026-08-29T12:27:33.138743+00:00", "kind": "site_page", "missing": false, "url": "https://docs.hexabot.ai/quickstart/using-ai-coding-agents"}, {"content_hash": "99bf7f0bd23c5a8fc4504ef87e875666352d925dcbecf6d7b8852cfc6dc3456b", "fetched_at": "2026-08-29T12:27:33.141162+00:00", "kind": "site_page", "missing": false, "url": "https://docs.hexabot.ai/integrations"}, {"content_hash": "9d91b7e16e53100284bb1b5790aca2e6e24949143bdf1415e3c259d249e6ca32", "fetched_at": "2026-08-29T12:27:33.143216+00:00", "kind": "site_page", "missing": false, "url": "https://docs.hexabot.ai/faq/how-can-i-deploy-my-hexabot-project"}, {"content_hash": "d652302d78d53467ec0ff29868c467d74f1dec5671a3b548f77289135245346f", "fetched_at": "2026-08-29T12:27:33.144874+00:00", "kind": "site_page", "missing": false, "url": "https://docs.hexabot.ai/faq/how-can-i-add-the-hexabot-chat-widget-to-my-website"}, {"content_hash": "6bd8eeb6062139191c72ee1e9cc6c2d27708e816b452cf9c89b5377da521e05c", "fetched_at": "2026-08-29T12:27:33.146535+00:00", "kind": "site_page", "missing": false, "url": "https://docs.hexabot.ai/faq/which-ai-llm-providers-does-hexabot-support"}], "taxonomy_version": 1}, "topics": {"kind": "observed", "observed_at": "2026-08-28T04:03:59.130681+00:00", "source": "github"}, "urls": {"kind": "observed", "observed_at": "2026-08-28T04:03:59.130681+00:00", "source": "github"}, "use_cases": {"confidence": null, "enriched_at": "2026-08-30T06:19:35.240808+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "1c10294bbc4733cdc4b698a55b08dcaf652e3ecb53024afbda0ff84269bf25af", "fetched_at": "2026-08-28T04:03:59.130681+00:00", "kind": "readme", "missing": false, "url": "https://github.com/hexabot-ai/Hexabot"}, {"content_hash": "9f4523b1c27096e7cc3ca829ccb0f2a1b30eece4fa4f382b1ad755b26cb13d3a", "fetched_at": "2026-08-29T12:27:33.123806+00:00", "kind": "homepage", "missing": false, "url": "https://docs.hexabot.ai"}, {"content_hash": "47a36e649c4f03f9b3825d7ba6748625c69c60ce4c2e3f6fc4a2f997e61745b3", "fetched_at": "2026-08-29T12:27:33.132943+00:00", "kind": "site_page", "missing": false, "url": "https://docs.hexabot.ai/introduction/features"}, {"content_hash": "18f323501c538564eb88e5b8f8a54eecce71ed0df2b0bf938e7633f7a34a5ebc", "fetched_at": "2026-08-29T12:27:33.134955+00:00", "kind": "site_page", "missing": false, "url": "https://docs.hexabot.ai/quickstart/installation"}, {"content_hash": "1f6f5848d974e96d75bcbe1ece98de52424e8decc5dd7f90423558f951148637", "fetched_at": "2026-08-29T12:27:33.136945+00:00", "kind": "site_page", "missing": false, "url": "https://docs.hexabot.ai/quickstart/create-your-1st-workflow"}, {"content_hash": "2c4f023a29f68049df8155b7507b95f5c7d3f8fa7c5dcdae22657b208a9062e0", "fetched_at": "2026-08-29T12:27:33.138743+00:00", "kind": "site_page", "missing": false, "url": "https://docs.hexabot.ai/quickstart/using-ai-coding-agents"}, {"content_hash": "99bf7f0bd23c5a8fc4504ef87e875666352d925dcbecf6d7b8852cfc6dc3456b", "fetched_at": "2026-08-29T12:27:33.141162+00:00", "kind": "site_page", "missing": false, "url": "https://docs.hexabot.ai/integrations"}, {"content_hash": "9d91b7e16e53100284bb1b5790aca2e6e24949143bdf1415e3c259d249e6ca32", "fetched_at": "2026-08-29T12:27:33.143216+00:00", "kind": "site_page", "missing": false, "url": "https://docs.hexabot.ai/faq/how-can-i-deploy-my-hexabot-project"}, {"content_hash": "d652302d78d53467ec0ff29868c467d74f1dec5671a3b548f77289135245346f", "fetched_at": "2026-08-29T12:27:33.144874+00:00", "kind": "site_page", "missing": false, "url": "https://docs.hexabot.ai/faq/how-can-i-add-the-hexabot-chat-widget-to-my-website"}, {"content_hash": "6bd8eeb6062139191c72ee1e9cc6c2d27708e816b452cf9c89b5377da521e05c", "fetched_at": "2026-08-29T12:27:33.146535+00:00", "kind": "site_page", "missing": false, "url": "https://docs.hexabot.ai/faq/which-ai-llm-providers-does-hexabot-support"}], "taxonomy_version": 1}, "what_it_is": {"confidence": null, "enriched_at": "2026-08-30T06:19:35.240808+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "1c10294bbc4733cdc4b698a55b08dcaf652e3ecb53024afbda0ff84269bf25af", "fetched_at": "2026-08-28T04:03:59.130681+00:00", "kind": "readme", "missing": false, "url": "https://github.com/hexabot-ai/Hexabot"}, {"content_hash": "9f4523b1c27096e7cc3ca829ccb0f2a1b30eece4fa4f382b1ad755b26cb13d3a", "fetched_at": "2026-08-29T12:27:33.123806+00:00", "kind": "homepage", "missing": false, "url": "https://docs.hexabot.ai"}, {"content_hash": "47a36e649c4f03f9b3825d7ba6748625c69c60ce4c2e3f6fc4a2f997e61745b3", "fetched_at": "2026-08-29T12:27:33.132943+00:00", "kind": "site_page", "missing": false, "url": "https://docs.hexabot.ai/introduction/features"}, {"content_hash": "18f323501c538564eb88e5b8f8a54eecce71ed0df2b0bf938e7633f7a34a5ebc", "fetched_at": "2026-08-29T12:27:33.134955+00:00", "kind": "site_page", "missing": false, "url": "https://docs.hexabot.ai/quickstart/installation"}, {"content_hash": "1f6f5848d974e96d75bcbe1ece98de52424e8decc5dd7f90423558f951148637", "fetched_at": "2026-08-29T12:27:33.136945+00:00", "kind": "site_page", "missing": false, "url": "https://docs.hexabot.ai/quickstart/create-your-1st-workflow"}, {"content_hash": "2c4f023a29f68049df8155b7507b95f5c7d3f8fa7c5dcdae22657b208a9062e0", "fetched_at": "2026-08-29T12:27:33.138743+00:00", "kind": "site_page", "missing": false, "url": "https://docs.hexabot.ai/quickstart/using-ai-coding-agents"}, {"content_hash": "99bf7f0bd23c5a8fc4504ef87e875666352d925dcbecf6d7b8852cfc6dc3456b", "fetched_at": "2026-08-29T12:27:33.141162+00:00", "kind": "site_page", "missing": false, "url": "https://docs.hexabot.ai/integrations"}, {"content_hash": "9d91b7e16e53100284bb1b5790aca2e6e24949143bdf1415e3c259d249e6ca32", "fetched_at": "2026-08-29T12:27:33.143216+00:00", "kind": "site_page", "missing": false, "url": "https://docs.hexabot.ai/faq/how-can-i-deploy-my-hexabot-project"}, {"content_hash": "d652302d78d53467ec0ff29868c467d74f1dec5671a3b548f77289135245346f", "fetched_at": "2026-08-29T12:27:33.144874+00:00", "kind": "site_page", "missing": false, "url": "https://docs.hexabot.ai/faq/how-can-i-add-the-hexabot-chat-widget-to-my-website"}, {"content_hash": "6bd8eeb6062139191c72ee1e9cc6c2d27708e816b452cf9c89b5377da521e05c", "fetched_at": "2026-08-29T12:27:33.146535+00:00", "kind": "site_page", "missing": false, "url": "https://docs.hexabot.ai/faq/which-ai-llm-providers-does-hexabot-support"}], "taxonomy_version": 1}, "when_to_avoid": {"confidence": null, "enriched_at": "2026-08-30T06:19:35.240808+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "1c10294bbc4733cdc4b698a55b08dcaf652e3ecb53024afbda0ff84269bf25af", "fetched_at": "2026-08-28T04:03:59.130681+00:00", "kind": "readme", "missing": false, "url": "https://github.com/hexabot-ai/Hexabot"}, {"content_hash": "9f4523b1c27096e7cc3ca829ccb0f2a1b30eece4fa4f382b1ad755b26cb13d3a", "fetched_at": "2026-08-29T12:27:33.123806+00:00", "kind": "homepage", "missing": false, "url": "https://docs.hexabot.ai"}, {"content_hash": "47a36e649c4f03f9b3825d7ba6748625c69c60ce4c2e3f6fc4a2f997e61745b3", "fetched_at": "2026-08-29T12:27:33.132943+00:00", "kind": "site_page", "missing": false, "url": "https://docs.hexabot.ai/introduction/features"}, {"content_hash": "18f323501c538564eb88e5b8f8a54eecce71ed0df2b0bf938e7633f7a34a5ebc", "fetched_at": "2026-08-29T12:27:33.134955+00:00", "kind": "site_page", "missing": false, "url": "https://docs.hexabot.ai/quickstart/installation"}, {"content_hash": "1f6f5848d974e96d75bcbe1ece98de52424e8decc5dd7f90423558f951148637", "fetched_at": "2026-08-29T12:27:33.136945+00:00", "kind": "site_page", "missing": false, "url": "https://docs.hexabot.ai/quickstart/create-your-1st-workflow"}, {"content_hash": "2c4f023a29f68049df8155b7507b95f5c7d3f8fa7c5dcdae22657b208a9062e0", "fetched_at": "2026-08-29T12:27:33.138743+00:00", "kind": "site_page", "missing": false, "url": "https://docs.hexabot.ai/quickstart/using-ai-coding-agents"}, {"content_hash": "99bf7f0bd23c5a8fc4504ef87e875666352d925dcbecf6d7b8852cfc6dc3456b", "fetched_at": "2026-08-29T12:27:33.141162+00:00", "kind": "site_page", "missing": false, "url": "https://docs.hexabot.ai/integrations"}, {"content_hash": "9d91b7e16e53100284bb1b5790aca2e6e24949143bdf1415e3c259d249e6ca32", "fetched_at": "2026-08-29T12:27:33.143216+00:00", "kind": "site_page", "missing": false, "url": "https://docs.hexabot.ai/faq/how-can-i-deploy-my-hexabot-project"}, {"content_hash": "d652302d78d53467ec0ff29868c467d74f1dec5671a3b548f77289135245346f", "fetched_at": "2026-08-29T12:27:33.144874+00:00", "kind": "site_page", "missing": false, "url": "https://docs.hexabot.ai/faq/how-can-i-add-the-hexabot-chat-widget-to-my-website"}, {"content_hash": "6bd8eeb6062139191c72ee1e9cc6c2d27708e816b452cf9c89b5377da521e05c", "fetched_at": "2026-08-29T12:27:33.146535+00:00", "kind": "site_page", "missing": false, "url": "https://docs.hexabot.ai/faq/which-ai-llm-providers-does-hexabot-support"}], "taxonomy_version": 1}, "when_to_choose": {"confidence": null, "enriched_at": "2026-08-30T06:19:35.240808+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "1c10294bbc4733cdc4b698a55b08dcaf652e3ecb53024afbda0ff84269bf25af", "fetched_at": "2026-08-28T04:03:59.130681+00:00", "kind": "readme", "missing": false, "url": "https://github.com/hexabot-ai/Hexabot"}, {"content_hash": "9f4523b1c27096e7cc3ca829ccb0f2a1b30eece4fa4f382b1ad755b26cb13d3a", "fetched_at": "2026-08-29T12:27:33.123806+00:00", "kind": "homepage", "missing": false, "url": "https://docs.hexabot.ai"}, {"content_hash": "47a36e649c4f03f9b3825d7ba6748625c69c60ce4c2e3f6fc4a2f997e61745b3", "fetched_at": "2026-08-29T12:27:33.132943+00:00", "kind": "site_page", "missing": false, "url": "https://docs.hexabot.ai/introduction/features"}, {"content_hash": "18f323501c538564eb88e5b8f8a54eecce71ed0df2b0bf938e7633f7a34a5ebc", "fetched_at": "2026-08-29T12:27:33.134955+00:00", "kind": "site_page", "missing": false, "url": "https://docs.hexabot.ai/quickstart/installation"}, {"content_hash": "1f6f5848d974e96d75bcbe1ece98de52424e8decc5dd7f90423558f951148637", "fetched_at": "2026-08-29T12:27:33.136945+00:00", "kind": "site_page", "missing": false, "url": "https://docs.hexabot.ai/quickstart/create-your-1st-workflow"}, {"content_hash": "2c4f023a29f68049df8155b7507b95f5c7d3f8fa7c5dcdae22657b208a9062e0", "fetched_at": "2026-08-29T12:27:33.138743+00:00", "kind": "site_page", "missing": false, "url": "https://docs.hexabot.ai/quickstart/using-ai-coding-agents"}, {"content_hash": "99bf7f0bd23c5a8fc4504ef87e875666352d925dcbecf6d7b8852cfc6dc3456b", "fetched_at": "2026-08-29T12:27:33.141162+00:00", "kind": "site_page", "missing": false, "url": "https://docs.hexabot.ai/integrations"}, {"content_hash": "9d91b7e16e53100284bb1b5790aca2e6e24949143bdf1415e3c259d249e6ca32", "fetched_at": "2026-08-29T12:27:33.143216+00:00", "kind": "site_page", "missing": false, "url": "https://docs.hexabot.ai/faq/how-can-i-deploy-my-hexabot-project"}, {"content_hash": "d652302d78d53467ec0ff29868c467d74f1dec5671a3b548f77289135245346f", "fetched_at": "2026-08-29T12:27:33.144874+00:00", "kind": "site_page", "missing": false, "url": "https://docs.hexabot.ai/faq/how-can-i-add-the-hexabot-chat-widget-to-my-website"}, {"content_hash": "6bd8eeb6062139191c72ee1e9cc6c2d27708e816b452cf9c89b5377da521e05c", "fetched_at": "2026-08-29T12:27:33.146535+00:00", "kind": "site_page", "missing": false, "url": "https://docs.hexabot.ai/faq/which-ai-llm-providers-does-hexabot-support"}], "taxonomy_version": 1}}, "score": {"components": {"activity": 99, "longevity": 51, "rhythm": 28}, "computed_at": "2026-09-03T02:20:16.233290+00:00", "flags": ["no_license"], "formula": "round(0.45*activity + 0.35*rhythm + 0.20*longevity); archived -> min(score, 10)", "inputs": {"age_days": 723, "days_push": 9, "days_rel": 586, "gap_med": 43, "n_releases_24m": 4}, "score": 65, "version": 2}, "staleness": {"enrichment_outdated": false, "low_confidence": false, "scrape_days": 9, "stale_scrape": false}}