{"adoption": {"forks": 1252, "observed_at": "2026-08-28T04:10:28.819420+00:00", "stars": 9196}, "canonical_url": "https://ross.abutalabs.com/products/higress", "card": {"archived": false, "artifact_type": "service", "description": "🤖 AI Gateway | AI Native API Gateway", "domain": ["large-language-models", "apis", "microservices", "cloud-computing", "self-hosted", "security"], "enriched": true, "function": ["api-gateway", "proxy", "rate-limiting", "caching", "middleware", "mcp", "llm-inference", "monitoring", "auth", "plugin-system"], "health_score": 100, "homepage": "https://higress.ai", "language": "Go", "license": "Apache-2.0", "license_family": "permissive", "maturity": "active", "member_repos": ["higress-group/higress"], "name": "higress-group/higress", "platform": ["cloud", "self-hosted", "go", "rust"], "pushed_at": "2026-08-25T16:35:28+00:00", "repo": "higress-group/higress", "stars": 9196, "tags": ["ai-gateway", "envoy", "istio", "wasm-plugins", "mcp-server-hosting", "token-management", "semantic-cache", "cncf-sandbox", "model-fallback", "ingress", "ai-agents", "devops", "docker", "kubernetes", "linux"], "topics": ["api-gateway", "ai-gateway", "envoy", "ai-native", "cloud-native"], "urls": [], "use_cases": ["proxy requests to multiple LLM providers behind one unified API", "host and expose MCP servers for AI agents", "rate-limit and track token usage per consumer", "cache LLM responses semantically to save tokens", "filter sensitive data and unsafe content in AI traffic", "serve as a Kubernetes ingress / API gateway", "fallback between model providers on failure"], "what_it_is": "Higress is a CNCF Sandbox, cloud-native AI-native API gateway built on Istio and Envoy, extensible with Wasm plugins written in Go, Rust, or JS. It unifies management of LLM API traffic, MCP Server hosting, and Kubernetes inference workloads with features like multi-model proxy, token rate limiting, semantic caching, and content safety.", "when_to_avoid": ["you only need a simple reverse proxy without AI-specific features", "you cannot run Docker or Kubernetes infrastructure", "you need a lightweight client-side SDK rather than a gateway service"], "when_to_choose": ["you need a production-grade gateway for LLM, agent, and MCP traffic", "you want protocol conversion across 100+ model providers with fallback", "you need token quotas, observability, and content safety at the gateway layer", "you want Envoy/Istio-based ingress with Wasm plugin extensibility"]}, "data_as_of": "2026-08-30T08:39:29.467469+00:00", "members": [{"path": "/products/higress", "repo": "higress-group/higress", "role": "main", "score": 98}], "provenance": {"archived": {"kind": "observed", "observed_at": "2026-08-28T04:10:28.819420+00:00", "source": "github"}, "artifact_type": {"confidence": null, "enriched_at": "2026-08-29T17:23:19.127969+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "b33f585b1942ebfd601739d68ca28c226dc5b4361c5156a9c2de27839b119130", "fetched_at": "2026-08-28T04:10:28.819420+00:00", "kind": "readme", "missing": false, "url": "https://github.com/higress-group/higress"}, {"content_hash": "8a5a72dea6fc6c6c277597da63dc7ded48874490b339ca6d7e59747d4894c49a", "fetched_at": "2026-08-29T08:23:23.981252+00:00", "kind": "homepage", "missing": false, "url": "https://higress.ai"}, {"content_hash": "843701bdca48af0dfa4cdc2ac5f8246c19c2a35dbb49a3a7a0f6d026391f609b", "fetched_at": "2026-08-29T08:23:23.990698+00:00", "kind": "site_page", "missing": false, "url": "https://higress.ai/docs/latest/overview/what-is-higress"}, {"content_hash": "d194fe855fa0cdd4c71a8835321a5e62636dfb0153a01af8ee3bf8a0dd504a61", "fetched_at": "2026-08-29T08:23:23.992946+00:00", "kind": "site_page", "missing": false, "url": "https://higress.ai/docs/developers/developers_dev"}, {"content_hash": "99a94401b65de5af5fc844b9b748c8dda01119116838cc0dd0840aac9adad638", "fetched_at": "2026-08-29T08:23:23.994858+00:00", "kind": "site_page", "missing": false, "url": "https://higress.ai/docs/ai/quick-start"}, {"content_hash": "37b7937acb4f815ba1679facac23e57b314651b406d1c4569d28c79c268598d5", "fetched_at": "2026-08-29T08:23:23.996678+00:00", "kind": "site_page", "missing": false, "url": "https://higress.ai/docs/ai/scene-guide/multi-proxy"}, {"content_hash": "eee5600ad9439fae88bcebcbe75c6af0e17c8b633eb9252411d3213e583af69a", "fetched_at": "2026-08-29T08:23:23.998685+00:00", "kind": "site_page", "missing": false, "url": "https://higress.ai/docs/ai/scene-guide/application-safety"}, {"content_hash": "e5fca7cd068360ec3e3690b762ac2cfa1ec8619080a504225978622b9940a641", "fetched_at": "2026-08-29T08:23:24.000849+00:00", "kind": "site_page", "missing": false, "url": "https://higress.ai/docs/ai/scene-guide/semantic-cache"}, {"content_hash": "bfa5e6cffc54813b40cd3b32ba613118b22101f38d8bea2ca3b515e9534116e6", "fetched_at": "2026-08-29T08:23:24.002894+00:00", "kind": "site_page", "missing": false, "url": "https://higress.ai/docs/ai/scene-guide/token-management"}], "taxonomy_version": 1}, "description": {"kind": "observed", "observed_at": "2026-08-28T04:10:28.819420+00:00", "source": "github"}, "domain": {"confidence": null, "enriched_at": "2026-08-29T17:23:19.127969+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "b33f585b1942ebfd601739d68ca28c226dc5b4361c5156a9c2de27839b119130", "fetched_at": "2026-08-28T04:10:28.819420+00:00", "kind": "readme", "missing": false, "url": "https://github.com/higress-group/higress"}, {"content_hash": "8a5a72dea6fc6c6c277597da63dc7ded48874490b339ca6d7e59747d4894c49a", "fetched_at": "2026-08-29T08:23:23.981252+00:00", "kind": "homepage", "missing": false, "url": "https://higress.ai"}, {"content_hash": "843701bdca48af0dfa4cdc2ac5f8246c19c2a35dbb49a3a7a0f6d026391f609b", "fetched_at": "2026-08-29T08:23:23.990698+00:00", "kind": "site_page", "missing": false, "url": "https://higress.ai/docs/latest/overview/what-is-higress"}, {"content_hash": "d194fe855fa0cdd4c71a8835321a5e62636dfb0153a01af8ee3bf8a0dd504a61", "fetched_at": "2026-08-29T08:23:23.992946+00:00", "kind": "site_page", "missing": false, "url": "https://higress.ai/docs/developers/developers_dev"}, {"content_hash": "99a94401b65de5af5fc844b9b748c8dda01119116838cc0dd0840aac9adad638", "fetched_at": "2026-08-29T08:23:23.994858+00:00", "kind": "site_page", "missing": false, "url": "https://higress.ai/docs/ai/quick-start"}, {"content_hash": "37b7937acb4f815ba1679facac23e57b314651b406d1c4569d28c79c268598d5", "fetched_at": "2026-08-29T08:23:23.996678+00:00", "kind": "site_page", "missing": false, "url": "https://higress.ai/docs/ai/scene-guide/multi-proxy"}, {"content_hash": "eee5600ad9439fae88bcebcbe75c6af0e17c8b633eb9252411d3213e583af69a", "fetched_at": "2026-08-29T08:23:23.998685+00:00", "kind": "site_page", "missing": false, "url": "https://higress.ai/docs/ai/scene-guide/application-safety"}, {"content_hash": "e5fca7cd068360ec3e3690b762ac2cfa1ec8619080a504225978622b9940a641", "fetched_at": "2026-08-29T08:23:24.000849+00:00", "kind": "site_page", "missing": false, "url": "https://higress.ai/docs/ai/scene-guide/semantic-cache"}, {"content_hash": "bfa5e6cffc54813b40cd3b32ba613118b22101f38d8bea2ca3b515e9534116e6", "fetched_at": "2026-08-29T08:23:24.002894+00:00", "kind": "site_page", "missing": false, "url": "https://higress.ai/docs/ai/scene-guide/token-management"}], "taxonomy_version": 1}, "enriched": {"inputs": [], "kind": "computed", "method": "enrichment_status"}, "function": {"confidence": null, "enriched_at": "2026-08-29T17:23:19.127969+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "b33f585b1942ebfd601739d68ca28c226dc5b4361c5156a9c2de27839b119130", "fetched_at": "2026-08-28T04:10:28.819420+00:00", "kind": "readme", "missing": false, "url": "https://github.com/higress-group/higress"}, {"content_hash": "8a5a72dea6fc6c6c277597da63dc7ded48874490b339ca6d7e59747d4894c49a", "fetched_at": "2026-08-29T08:23:23.981252+00:00", "kind": "homepage", "missing": false, "url": "https://higress.ai"}, {"content_hash": "843701bdca48af0dfa4cdc2ac5f8246c19c2a35dbb49a3a7a0f6d026391f609b", "fetched_at": "2026-08-29T08:23:23.990698+00:00", "kind": "site_page", "missing": false, "url": "https://higress.ai/docs/latest/overview/what-is-higress"}, {"content_hash": "d194fe855fa0cdd4c71a8835321a5e62636dfb0153a01af8ee3bf8a0dd504a61", "fetched_at": "2026-08-29T08:23:23.992946+00:00", "kind": "site_page", "missing": false, "url": "https://higress.ai/docs/developers/developers_dev"}, {"content_hash": "99a94401b65de5af5fc844b9b748c8dda01119116838cc0dd0840aac9adad638", "fetched_at": "2026-08-29T08:23:23.994858+00:00", "kind": "site_page", "missing": false, "url": "https://higress.ai/docs/ai/quick-start"}, {"content_hash": "37b7937acb4f815ba1679facac23e57b314651b406d1c4569d28c79c268598d5", "fetched_at": "2026-08-29T08:23:23.996678+00:00", "kind": "site_page", "missing": false, "url": "https://higress.ai/docs/ai/scene-guide/multi-proxy"}, {"content_hash": "eee5600ad9439fae88bcebcbe75c6af0e17c8b633eb9252411d3213e583af69a", "fetched_at": "2026-08-29T08:23:23.998685+00:00", "kind": "site_page", "missing": false, "url": "https://higress.ai/docs/ai/scene-guide/application-safety"}, {"content_hash": "e5fca7cd068360ec3e3690b762ac2cfa1ec8619080a504225978622b9940a641", "fetched_at": "2026-08-29T08:23:24.000849+00:00", "kind": "site_page", "missing": false, "url": "https://higress.ai/docs/ai/scene-guide/semantic-cache"}, {"content_hash": "bfa5e6cffc54813b40cd3b32ba613118b22101f38d8bea2ca3b515e9534116e6", "fetched_at": "2026-08-29T08:23:24.002894+00:00", "kind": "site_page", "missing": false, "url": "https://higress.ai/docs/ai/scene-guide/token-management"}], "taxonomy_version": 1}, "health_score": {"inputs": ["days_since_push", "days_since_release", "archived"], "kind": "computed", "method": "health_v1"}, "homepage": {"kind": "observed", "observed_at": "2026-08-28T04:10:28.819420+00:00", "source": "github"}, "language": {"kind": "observed", "observed_at": "2026-08-28T04:10:28.819420+00:00", "source": "github"}, "license": {"kind": "observed", "observed_at": "2026-08-28T04:10:28.819420+00:00", "source": "github"}, "license_family": {"inputs": ["license"], "kind": "computed", "method": "license_family"}, "maturity": {"confidence": null, "enriched_at": "2026-08-29T17:23:19.127969+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "b33f585b1942ebfd601739d68ca28c226dc5b4361c5156a9c2de27839b119130", "fetched_at": "2026-08-28T04:10:28.819420+00:00", "kind": "readme", "missing": false, "url": "https://github.com/higress-group/higress"}, {"content_hash": "8a5a72dea6fc6c6c277597da63dc7ded48874490b339ca6d7e59747d4894c49a", "fetched_at": "2026-08-29T08:23:23.981252+00:00", "kind": "homepage", "missing": false, "url": "https://higress.ai"}, {"content_hash": "843701bdca48af0dfa4cdc2ac5f8246c19c2a35dbb49a3a7a0f6d026391f609b", "fetched_at": "2026-08-29T08:23:23.990698+00:00", "kind": "site_page", "missing": false, "url": "https://higress.ai/docs/latest/overview/what-is-higress"}, {"content_hash": "d194fe855fa0cdd4c71a8835321a5e62636dfb0153a01af8ee3bf8a0dd504a61", "fetched_at": "2026-08-29T08:23:23.992946+00:00", "kind": "site_page", "missing": false, "url": "https://higress.ai/docs/developers/developers_dev"}, {"content_hash": "99a94401b65de5af5fc844b9b748c8dda01119116838cc0dd0840aac9adad638", "fetched_at": "2026-08-29T08:23:23.994858+00:00", "kind": "site_page", "missing": false, "url": "https://higress.ai/docs/ai/quick-start"}, {"content_hash": "37b7937acb4f815ba1679facac23e57b314651b406d1c4569d28c79c268598d5", "fetched_at": "2026-08-29T08:23:23.996678+00:00", "kind": "site_page", "missing": false, "url": "https://higress.ai/docs/ai/scene-guide/multi-proxy"}, {"content_hash": "eee5600ad9439fae88bcebcbe75c6af0e17c8b633eb9252411d3213e583af69a", "fetched_at": "2026-08-29T08:23:23.998685+00:00", "kind": "site_page", "missing": false, "url": "https://higress.ai/docs/ai/scene-guide/application-safety"}, {"content_hash": "e5fca7cd068360ec3e3690b762ac2cfa1ec8619080a504225978622b9940a641", "fetched_at": "2026-08-29T08:23:24.000849+00:00", "kind": "site_page", "missing": false, "url": "https://higress.ai/docs/ai/scene-guide/semantic-cache"}, {"content_hash": "bfa5e6cffc54813b40cd3b32ba613118b22101f38d8bea2ca3b515e9534116e6", "fetched_at": "2026-08-29T08:23:24.002894+00:00", "kind": "site_page", "missing": false, "url": "https://higress.ai/docs/ai/scene-guide/token-management"}], "taxonomy_version": 1}, "member_repos": {"kind": "observed", "observed_at": "2026-08-28T04:10:28.819420+00:00", "source": "github"}, "name": {"kind": "observed", "observed_at": "2026-08-28T04:10:28.819420+00:00", "source": "github"}, "platform": {"confidence": null, "enriched_at": "2026-08-29T17:23:19.127969+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "b33f585b1942ebfd601739d68ca28c226dc5b4361c5156a9c2de27839b119130", "fetched_at": "2026-08-28T04:10:28.819420+00:00", "kind": "readme", "missing": false, "url": "https://github.com/higress-group/higress"}, {"content_hash": "8a5a72dea6fc6c6c277597da63dc7ded48874490b339ca6d7e59747d4894c49a", "fetched_at": "2026-08-29T08:23:23.981252+00:00", "kind": "homepage", "missing": false, "url": "https://higress.ai"}, {"content_hash": "843701bdca48af0dfa4cdc2ac5f8246c19c2a35dbb49a3a7a0f6d026391f609b", "fetched_at": "2026-08-29T08:23:23.990698+00:00", "kind": "site_page", "missing": false, "url": "https://higress.ai/docs/latest/overview/what-is-higress"}, {"content_hash": "d194fe855fa0cdd4c71a8835321a5e62636dfb0153a01af8ee3bf8a0dd504a61", "fetched_at": "2026-08-29T08:23:23.992946+00:00", "kind": "site_page", "missing": false, "url": "https://higress.ai/docs/developers/developers_dev"}, {"content_hash": "99a94401b65de5af5fc844b9b748c8dda01119116838cc0dd0840aac9adad638", "fetched_at": "2026-08-29T08:23:23.994858+00:00", "kind": "site_page", "missing": false, "url": "https://higress.ai/docs/ai/quick-start"}, {"content_hash": "37b7937acb4f815ba1679facac23e57b314651b406d1c4569d28c79c268598d5", "fetched_at": "2026-08-29T08:23:23.996678+00:00", "kind": "site_page", "missing": false, "url": "https://higress.ai/docs/ai/scene-guide/multi-proxy"}, {"content_hash": "eee5600ad9439fae88bcebcbe75c6af0e17c8b633eb9252411d3213e583af69a", "fetched_at": "2026-08-29T08:23:23.998685+00:00", "kind": "site_page", "missing": false, "url": "https://higress.ai/docs/ai/scene-guide/application-safety"}, {"content_hash": "e5fca7cd068360ec3e3690b762ac2cfa1ec8619080a504225978622b9940a641", "fetched_at": "2026-08-29T08:23:24.000849+00:00", "kind": "site_page", "missing": false, "url": "https://higress.ai/docs/ai/scene-guide/semantic-cache"}, {"content_hash": "bfa5e6cffc54813b40cd3b32ba613118b22101f38d8bea2ca3b515e9534116e6", "fetched_at": "2026-08-29T08:23:24.002894+00:00", "kind": "site_page", "missing": false, "url": "https://higress.ai/docs/ai/scene-guide/token-management"}], "taxonomy_version": 1}, "pushed_at": {"kind": "observed", "observed_at": "2026-08-28T04:10:28.819420+00:00", "source": "github"}, "repo": {"kind": "observed", "observed_at": "2026-08-28T04:10:28.819420+00:00", "source": "github"}, "stars": {"kind": "observed", "observed_at": "2026-08-28T04:10:28.819420+00:00", "source": "github"}, "tags": {"confidence": null, "enriched_at": "2026-08-29T17:23:19.127969+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "b33f585b1942ebfd601739d68ca28c226dc5b4361c5156a9c2de27839b119130", "fetched_at": "2026-08-28T04:10:28.819420+00:00", "kind": "readme", "missing": false, "url": "https://github.com/higress-group/higress"}, {"content_hash": "8a5a72dea6fc6c6c277597da63dc7ded48874490b339ca6d7e59747d4894c49a", "fetched_at": "2026-08-29T08:23:23.981252+00:00", "kind": "homepage", "missing": false, "url": "https://higress.ai"}, {"content_hash": "843701bdca48af0dfa4cdc2ac5f8246c19c2a35dbb49a3a7a0f6d026391f609b", "fetched_at": "2026-08-29T08:23:23.990698+00:00", "kind": "site_page", "missing": false, "url": "https://higress.ai/docs/latest/overview/what-is-higress"}, {"content_hash": "d194fe855fa0cdd4c71a8835321a5e62636dfb0153a01af8ee3bf8a0dd504a61", "fetched_at": "2026-08-29T08:23:23.992946+00:00", "kind": "site_page", "missing": false, "url": "https://higress.ai/docs/developers/developers_dev"}, {"content_hash": "99a94401b65de5af5fc844b9b748c8dda01119116838cc0dd0840aac9adad638", "fetched_at": "2026-08-29T08:23:23.994858+00:00", "kind": "site_page", "missing": false, "url": "https://higress.ai/docs/ai/quick-start"}, {"content_hash": "37b7937acb4f815ba1679facac23e57b314651b406d1c4569d28c79c268598d5", "fetched_at": "2026-08-29T08:23:23.996678+00:00", "kind": "site_page", "missing": false, "url": "https://higress.ai/docs/ai/scene-guide/multi-proxy"}, {"content_hash": "eee5600ad9439fae88bcebcbe75c6af0e17c8b633eb9252411d3213e583af69a", "fetched_at": "2026-08-29T08:23:23.998685+00:00", "kind": "site_page", "missing": false, "url": "https://higress.ai/docs/ai/scene-guide/application-safety"}, {"content_hash": "e5fca7cd068360ec3e3690b762ac2cfa1ec8619080a504225978622b9940a641", "fetched_at": "2026-08-29T08:23:24.000849+00:00", "kind": "site_page", "missing": false, "url": "https://higress.ai/docs/ai/scene-guide/semantic-cache"}, {"content_hash": "bfa5e6cffc54813b40cd3b32ba613118b22101f38d8bea2ca3b515e9534116e6", "fetched_at": "2026-08-29T08:23:24.002894+00:00", "kind": "site_page", "missing": false, "url": "https://higress.ai/docs/ai/scene-guide/token-management"}], "taxonomy_version": 1}, "topics": {"kind": "observed", "observed_at": "2026-08-28T04:10:28.819420+00:00", "source": "github"}, "urls": {"kind": "observed", "observed_at": "2026-08-28T04:10:28.819420+00:00", "source": "github"}, "use_cases": {"confidence": null, "enriched_at": "2026-08-29T17:23:19.127969+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "b33f585b1942ebfd601739d68ca28c226dc5b4361c5156a9c2de27839b119130", "fetched_at": "2026-08-28T04:10:28.819420+00:00", "kind": "readme", "missing": false, "url": "https://github.com/higress-group/higress"}, {"content_hash": "8a5a72dea6fc6c6c277597da63dc7ded48874490b339ca6d7e59747d4894c49a", "fetched_at": "2026-08-29T08:23:23.981252+00:00", "kind": "homepage", "missing": false, "url": "https://higress.ai"}, {"content_hash": "843701bdca48af0dfa4cdc2ac5f8246c19c2a35dbb49a3a7a0f6d026391f609b", "fetched_at": "2026-08-29T08:23:23.990698+00:00", "kind": "site_page", "missing": false, "url": "https://higress.ai/docs/latest/overview/what-is-higress"}, {"content_hash": "d194fe855fa0cdd4c71a8835321a5e62636dfb0153a01af8ee3bf8a0dd504a61", "fetched_at": "2026-08-29T08:23:23.992946+00:00", "kind": "site_page", "missing": false, "url": "https://higress.ai/docs/developers/developers_dev"}, {"content_hash": "99a94401b65de5af5fc844b9b748c8dda01119116838cc0dd0840aac9adad638", "fetched_at": "2026-08-29T08:23:23.994858+00:00", "kind": "site_page", "missing": false, "url": "https://higress.ai/docs/ai/quick-start"}, {"content_hash": "37b7937acb4f815ba1679facac23e57b314651b406d1c4569d28c79c268598d5", "fetched_at": "2026-08-29T08:23:23.996678+00:00", "kind": "site_page", "missing": false, "url": "https://higress.ai/docs/ai/scene-guide/multi-proxy"}, {"content_hash": "eee5600ad9439fae88bcebcbe75c6af0e17c8b633eb9252411d3213e583af69a", "fetched_at": "2026-08-29T08:23:23.998685+00:00", "kind": "site_page", "missing": false, "url": "https://higress.ai/docs/ai/scene-guide/application-safety"}, {"content_hash": "e5fca7cd068360ec3e3690b762ac2cfa1ec8619080a504225978622b9940a641", "fetched_at": "2026-08-29T08:23:24.000849+00:00", "kind": "site_page", "missing": false, "url": "https://higress.ai/docs/ai/scene-guide/semantic-cache"}, {"content_hash": "bfa5e6cffc54813b40cd3b32ba613118b22101f38d8bea2ca3b515e9534116e6", "fetched_at": "2026-08-29T08:23:24.002894+00:00", "kind": "site_page", "missing": false, "url": "https://higress.ai/docs/ai/scene-guide/token-management"}], "taxonomy_version": 1}, "what_it_is": {"confidence": null, "enriched_at": "2026-08-29T17:23:19.127969+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "b33f585b1942ebfd601739d68ca28c226dc5b4361c5156a9c2de27839b119130", "fetched_at": "2026-08-28T04:10:28.819420+00:00", "kind": "readme", "missing": false, "url": "https://github.com/higress-group/higress"}, {"content_hash": "8a5a72dea6fc6c6c277597da63dc7ded48874490b339ca6d7e59747d4894c49a", "fetched_at": "2026-08-29T08:23:23.981252+00:00", "kind": "homepage", "missing": false, "url": "https://higress.ai"}, {"content_hash": "843701bdca48af0dfa4cdc2ac5f8246c19c2a35dbb49a3a7a0f6d026391f609b", "fetched_at": "2026-08-29T08:23:23.990698+00:00", "kind": "site_page", "missing": false, "url": "https://higress.ai/docs/latest/overview/what-is-higress"}, {"content_hash": "d194fe855fa0cdd4c71a8835321a5e62636dfb0153a01af8ee3bf8a0dd504a61", "fetched_at": "2026-08-29T08:23:23.992946+00:00", "kind": "site_page", "missing": false, "url": "https://higress.ai/docs/developers/developers_dev"}, {"content_hash": "99a94401b65de5af5fc844b9b748c8dda01119116838cc0dd0840aac9adad638", "fetched_at": "2026-08-29T08:23:23.994858+00:00", "kind": "site_page", "missing": false, "url": "https://higress.ai/docs/ai/quick-start"}, {"content_hash": "37b7937acb4f815ba1679facac23e57b314651b406d1c4569d28c79c268598d5", "fetched_at": "2026-08-29T08:23:23.996678+00:00", "kind": "site_page", "missing": false, "url": "https://higress.ai/docs/ai/scene-guide/multi-proxy"}, {"content_hash": "eee5600ad9439fae88bcebcbe75c6af0e17c8b633eb9252411d3213e583af69a", "fetched_at": "2026-08-29T08:23:23.998685+00:00", "kind": "site_page", "missing": false, "url": "https://higress.ai/docs/ai/scene-guide/application-safety"}, {"content_hash": "e5fca7cd068360ec3e3690b762ac2cfa1ec8619080a504225978622b9940a641", "fetched_at": "2026-08-29T08:23:24.000849+00:00", "kind": "site_page", "missing": false, "url": "https://higress.ai/docs/ai/scene-guide/semantic-cache"}, {"content_hash": "bfa5e6cffc54813b40cd3b32ba613118b22101f38d8bea2ca3b515e9534116e6", "fetched_at": "2026-08-29T08:23:24.002894+00:00", "kind": "site_page", "missing": false, "url": "https://higress.ai/docs/ai/scene-guide/token-management"}], "taxonomy_version": 1}, "when_to_avoid": {"confidence": null, "enriched_at": "2026-08-29T17:23:19.127969+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "b33f585b1942ebfd601739d68ca28c226dc5b4361c5156a9c2de27839b119130", "fetched_at": "2026-08-28T04:10:28.819420+00:00", "kind": "readme", "missing": false, "url": "https://github.com/higress-group/higress"}, {"content_hash": "8a5a72dea6fc6c6c277597da63dc7ded48874490b339ca6d7e59747d4894c49a", "fetched_at": "2026-08-29T08:23:23.981252+00:00", "kind": "homepage", "missing": false, "url": "https://higress.ai"}, {"content_hash": "843701bdca48af0dfa4cdc2ac5f8246c19c2a35dbb49a3a7a0f6d026391f609b", "fetched_at": "2026-08-29T08:23:23.990698+00:00", "kind": "site_page", "missing": false, "url": "https://higress.ai/docs/latest/overview/what-is-higress"}, {"content_hash": "d194fe855fa0cdd4c71a8835321a5e62636dfb0153a01af8ee3bf8a0dd504a61", "fetched_at": "2026-08-29T08:23:23.992946+00:00", "kind": "site_page", "missing": false, "url": "https://higress.ai/docs/developers/developers_dev"}, {"content_hash": "99a94401b65de5af5fc844b9b748c8dda01119116838cc0dd0840aac9adad638", "fetched_at": "2026-08-29T08:23:23.994858+00:00", "kind": "site_page", "missing": false, "url": "https://higress.ai/docs/ai/quick-start"}, {"content_hash": "37b7937acb4f815ba1679facac23e57b314651b406d1c4569d28c79c268598d5", "fetched_at": "2026-08-29T08:23:23.996678+00:00", "kind": "site_page", "missing": false, "url": "https://higress.ai/docs/ai/scene-guide/multi-proxy"}, {"content_hash": "eee5600ad9439fae88bcebcbe75c6af0e17c8b633eb9252411d3213e583af69a", "fetched_at": "2026-08-29T08:23:23.998685+00:00", "kind": "site_page", "missing": false, "url": "https://higress.ai/docs/ai/scene-guide/application-safety"}, {"content_hash": "e5fca7cd068360ec3e3690b762ac2cfa1ec8619080a504225978622b9940a641", "fetched_at": "2026-08-29T08:23:24.000849+00:00", "kind": "site_page", "missing": false, "url": "https://higress.ai/docs/ai/scene-guide/semantic-cache"}, {"content_hash": "bfa5e6cffc54813b40cd3b32ba613118b22101f38d8bea2ca3b515e9534116e6", "fetched_at": "2026-08-29T08:23:24.002894+00:00", "kind": "site_page", "missing": false, "url": "https://higress.ai/docs/ai/scene-guide/token-management"}], "taxonomy_version": 1}, "when_to_choose": {"confidence": null, "enriched_at": "2026-08-29T17:23:19.127969+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "b33f585b1942ebfd601739d68ca28c226dc5b4361c5156a9c2de27839b119130", "fetched_at": "2026-08-28T04:10:28.819420+00:00", "kind": "readme", "missing": false, "url": "https://github.com/higress-group/higress"}, {"content_hash": "8a5a72dea6fc6c6c277597da63dc7ded48874490b339ca6d7e59747d4894c49a", "fetched_at": "2026-08-29T08:23:23.981252+00:00", "kind": "homepage", "missing": false, "url": "https://higress.ai"}, {"content_hash": "843701bdca48af0dfa4cdc2ac5f8246c19c2a35dbb49a3a7a0f6d026391f609b", "fetched_at": "2026-08-29T08:23:23.990698+00:00", "kind": "site_page", "missing": false, "url": "https://higress.ai/docs/latest/overview/what-is-higress"}, {"content_hash": "d194fe855fa0cdd4c71a8835321a5e62636dfb0153a01af8ee3bf8a0dd504a61", "fetched_at": "2026-08-29T08:23:23.992946+00:00", "kind": "site_page", "missing": false, "url": "https://higress.ai/docs/developers/developers_dev"}, {"content_hash": "99a94401b65de5af5fc844b9b748c8dda01119116838cc0dd0840aac9adad638", "fetched_at": "2026-08-29T08:23:23.994858+00:00", "kind": "site_page", "missing": false, "url": "https://higress.ai/docs/ai/quick-start"}, {"content_hash": "37b7937acb4f815ba1679facac23e57b314651b406d1c4569d28c79c268598d5", "fetched_at": "2026-08-29T08:23:23.996678+00:00", "kind": "site_page", "missing": false, "url": "https://higress.ai/docs/ai/scene-guide/multi-proxy"}, {"content_hash": "eee5600ad9439fae88bcebcbe75c6af0e17c8b633eb9252411d3213e583af69a", "fetched_at": "2026-08-29T08:23:23.998685+00:00", "kind": "site_page", "missing": false, "url": "https://higress.ai/docs/ai/scene-guide/application-safety"}, {"content_hash": "e5fca7cd068360ec3e3690b762ac2cfa1ec8619080a504225978622b9940a641", "fetched_at": "2026-08-29T08:23:24.000849+00:00", "kind": "site_page", "missing": false, "url": "https://higress.ai/docs/ai/scene-guide/semantic-cache"}, {"content_hash": "bfa5e6cffc54813b40cd3b32ba613118b22101f38d8bea2ca3b515e9534116e6", "fetched_at": "2026-08-29T08:23:24.002894+00:00", "kind": "site_page", "missing": false, "url": "https://higress.ai/docs/ai/scene-guide/token-management"}], "taxonomy_version": 1}}, "score": {"components": {"activity": 99, "longevity": 100, "rhythm": 97}, "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": 1406, "days_push": 8, "days_rel": 20, "gap_med": 14, "n_releases_24m": 36}, "score": 98, "version": 2}, "staleness": {"enrichment_outdated": false, "low_confidence": false, "scrape_days": 9, "stale_scrape": false}}