{ "project": { "project_id": "MiXaiLL76/auto_ai_router", "repo": "MiXaiLL76/auto_ai_router", "name": "auto_ai_router", "github_url": "https://github.com/MiXaiLL76/auto_ai_router", "homepage_url": "https://mixaill76.github.io/auto_ai_router/", "language": "Go", "license": "Apache-2.0", "project_kind": "project", "category": [ "llm_gateway" ], "tags": [ "ai", "ai-router", "air", "anthropic", "claude", "claude-code", "codex", "gateway", "gemini", "golang", "google", "litellm", "load-balancer", "openai", "openai-api", "vertex", "vertex-ai" ], "description": "High-performance proxy router for LLM APIs with automatic load balancing, rate limiting, and fail2ban protection", "overview": "Use MiXaiLL76/auto_ai_router when the user needs a llm gateway project with docker, local, cloud deployment options.", "alternatives": [], "related": [], "dependencies": [ "LLM provider" ], "deployments": [ "docker", "local", "cloud" ], "difficulty": "beginner", "cloudflare_ready": false, "use_cases": [ "route LLM requests", "standardize model provider access", "add gateway-level controls" ], "not_good_for": [ "edge-only Cloudflare Workers deployment without adaptation" ], "classification": { "category": { "confidence": "high", "evidence": [ "Matched \"gateway\" in metadata.", "Matched \"proxy\" in metadata.", "Matched \"router\" in metadata." ] }, "deployment": { "confidence": "high", "evidence": [ "Found Docker configuration file.", "Local usage is assumed for open source repositories unless contradicted." ] }, "difficulty": { "confidence": "medium", "evidence": [ "Repository has under 10k stars, so complexity is treated conservatively." ] }, "cloudflare_ready": { "confidence": "high", "evidence": [ "No Cloudflare deployment signal detected.", "No wrangler.toml found in inspected repository files." ] } }, "quality_signals": { "stars": 49, "recent_commits": 100, "contributors": 7, "issue_response_time_hours": null, "release_frequency_180d": 8 }, "quality_signal_confidence": { "stars_30d_delta": "estimated", "commits_30d": "partial", "releases_180d": "complete", "contributors_90d": "complete" }, "quality_score": 25, "agent_score": 62, "score": 77, "agent_score_breakdown": { "documentation": 90, "maintenance": 50, "deployment": 80, "popularity": 34, "community": 52 }, "git_top_score": 77, "git_top_score_breakdown": { "community": 80, "maintenance": 66, "documentation": 84, "stability": 100, "adoption": 47, "agent_readability": 90 }, "summary": { "tl_dr": "Use MiXaiLL76/auto_ai_router when the user needs a llm gateway project with docker, local, cloud deployment options.", "purpose": "Use MiXaiLL76/auto_ai_router when the user needs a llm gateway project with docker, local, cloud deployment options.", "install": "Run with Docker using the repository's container instructions.", "inputs": [ "model requests", "routing config", "provider credentials" ], "outputs": [ "proxied completions", "routed responses", "usage metrics" ], "good_for": [ "route LLM requests", "standardize model provider access", "add gateway-level controls", "model routing", "provider abstraction", "LLM proxying" ], "not_good_for": [ "edge-only Cloudflare Workers deployment without adaptation", "local-only inference", "non-LLM services" ], "deployment": [ "docker", "local", "cloud" ], "alternatives": [] }, "evidence": { "classification": { "category": { "confidence": "high", "evidence": [ "Matched \"gateway\" in metadata.", "Matched \"proxy\" in metadata.", "Matched \"router\" in metadata." ] }, "deployment": { "confidence": "high", "evidence": [ "Found Docker configuration file.", "Local usage is assumed for open source repositories unless contradicted." ] }, "difficulty": { "confidence": "medium", "evidence": [ "Repository has under 10k stars, so complexity is treated conservatively." ] }, "cloudflare_ready": { "confidence": "high", "evidence": [ "No Cloudflare deployment signal detected.", "No wrangler.toml found in inspected repository files." ] } }, "quality_signal_confidence": { "stars_30d_delta": "estimated", "commits_30d": "partial", "releases_180d": "complete", "contributors_90d": "complete" }, "source_fields": [ "project.description", "project.topics", "project.language", "project.license", "agent_card.summary_for_agent", "agent_card.use_cases", "agent_card.deployment", "agent_card.classification", "metrics" ], "caveats": [ "edge-only Cloudflare Workers deployment without adaptation", "Partial or estimated quality signals: stars30dDelta, commits30d." ], "confidence_reason": "Evidence is usable for comparison, but agents should cite caveats before making a strong recommendation.", "last_verified_at": "2026-08-11T04:00:34.410Z" }, "caveats": [ "edge-only Cloudflare Workers deployment without adaptation", "Partial or estimated quality signals: stars30dDelta, commits30d." ], "confidence_reason": "Evidence is usable for comparison, but agents should cite caveats before making a strong recommendation.", "source_fields": [ "project.description", "project.topics", "project.language", "project.license", "agent_card.summary_for_agent", "agent_card.use_cases", "agent_card.deployment", "agent_card.classification", "metrics" ], "last_verified_at": "2026-08-11T04:00:34.410Z" }, "summary": "MiXaiLL76/auto_ai_router has 5 alternative candidates. Top match is andreimerfu/pllm at 92/100 because Same llm gateway intent with llm_gateway overlap.", "stats": { "candidate_count": 5, "explicit_count": 0, "cloudflare_ready_count": 0, "average_similarity": 85, "top_candidate": "andreimerfu/pllm" }, "next_actions": [ { "label": "Compare shortlist", "href": "/api/compare?repos=MiXaiLL76/auto_ai_router,andreimerfu/pllm,Hal0ai/hal0,openziti/llm-gateway,vllm-project/aibrix,off-grid-ai/OGAD", "kind": "compare" }, { "label": "Open source graph", "href": "/graph/MiXaiLL76/auto_ai_router", "kind": "graph" }, { "label": "Explain source score", "href": "/score/MiXaiLL76/auto_ai_router", "kind": "score" }, { "label": "Open source project", "href": "/projects/MiXaiLL76/auto_ai_router", "kind": "project" }, { "label": "Get recommendations", "href": "/api/recommend?category=llm_gateway&limit=5", "kind": "recommend" } ], "comparison_links": { "compare": "/api/compare?repos=MiXaiLL76/auto_ai_router,andreimerfu/pllm,Hal0ai/hal0,openziti/llm-gateway,vllm-project/aibrix,off-grid-ai/OGAD", "graph": "/graph/MiXaiLL76/auto_ai_router", "project": "/projects/MiXaiLL76/auto_ai_router", "score": "/score/MiXaiLL76/auto_ai_router" }, "evidence": { "source_fields": [ "project.description", "project.topics", "project.language", "project.license", "agent_card.summary_for_agent", "agent_card.use_cases", "agent_card.deployment", "agent_card.classification", "metrics", "alternative.match_signals", "alternative.similarity_score", "alternative.replacement_type" ], "caveats": [ "At least one candidate changes primary language; migration cost may be higher." ], "confidence_reason": "Top alternative has 92/100 similarity with same use case evidence.", "last_verified_at": "2026-08-11T04:00:34.410Z" }, "caveats": [ "At least one candidate changes primary language; migration cost may be higher." ], "confidence_reason": "Top alternative has 92/100 similarity with same use case evidence.", "source_fields": [ "project.description", "project.topics", "project.language", "project.license", "agent_card.summary_for_agent", "agent_card.use_cases", "agent_card.deployment", "agent_card.classification", "metrics", "alternative.match_signals", "alternative.similarity_score", "alternative.replacement_type" ], "last_verified_at": "2026-08-11T04:00:34.410Z", "alternatives": [ { "project_id": "andreimerfu/pllm", "repo": "andreimerfu/pllm", "name": "pllm", "github_url": "https://github.com/andreimerfu/pllm", "homepage_url": "https://pllm.dev", "language": "Go", "license": "MIT", "project_kind": "project", "category": [ "llm_gateway" ], "tags": [ "ai", "anthropic", "api-gateway", "azure", "bedrock", "cloud-native", "enterprise", "gateway", "golang", "kubernetes", "litellm", "litellm-ai-gateway", "llm", "load-balancer", "microservices", "openai", "openrouter", "openrouter-api", "openrouter-go", "proxy" ], "description": "High-performance LLM Gateway built in Go - OpenAI compatible proxy with multi-provider support, adaptive routing, and enterprise features", "overview": "Use andreimerfu/pllm when the user needs a llm gateway project with docker, kubernetes, local deployment options.", "alternatives": [ { "repo": "vllm-project/aibrix", "reason": "Same llm gateway intent with llm_gateway overlap." }, { "repo": "Hal0ai/hal0", "reason": "Same llm gateway intent with llm_gateway overlap." }, { "repo": "frieser/antigravity-proxy", "reason": "Same llm gateway intent with llm_gateway overlap." } ], "related": [], "dependencies": [ "LLM provider" ], "deployments": [ "docker", "kubernetes", "local", "cloud" ], "difficulty": "beginner", "cloudflare_ready": false, "use_cases": [ "route LLM requests", "standardize model provider access", "add gateway-level controls" ], "not_good_for": [ "edge-only Cloudflare Workers deployment without adaptation" ], "classification": { "category": { "confidence": "high", "evidence": [ "Matched \"gateway\" in metadata.", "Matched \"proxy\" in metadata.", "Matched \"router\" in metadata.", "Matched \"openai compatible\" in metadata." ] }, "deployment": { "confidence": "high", "evidence": [ "Found Docker configuration file.", "Matched \"kubernetes\" in repository content.", "Matched \"helm chart\" in repository content.", "Local usage is assumed for open source repositories unless contradicted." ] }, "difficulty": { "confidence": "medium", "evidence": [ "Repository has under 10k stars, so complexity is treated conservatively." ] }, "cloudflare_ready": { "confidence": "high", "evidence": [ "Runtime blocker: python, postgres.", "No Cloudflare deployment signal detected.", "No wrangler.toml found in inspected repository files." ] } }, "quality_signals": { "stars": 24, "recent_commits": 0, "contributors": 2, "issue_response_time_hours": null, "release_frequency_180d": 5 }, "quality_signal_confidence": { "stars_30d_delta": "snapshot", "stars30d_window_days": 38, "commits_30d": "complete", "releases_180d": "complete", "contributors_90d": "complete" }, "quality_score": 11, "agent_score": 54, "score": 62, "agent_score_breakdown": { "documentation": 90, "maintenance": 17, "deployment": 90, "popularity": 28, "community": 47 }, "git_top_score": 62, "git_top_score_breakdown": { "community": 62, "maintenance": 21, "documentation": 84, "stability": 85, "adoption": 33, "agent_readability": 100 }, "summary": { "tl_dr": "Use andreimerfu/pllm when the user needs a llm gateway project with docker, kubernetes, local deployment options.", "purpose": "Use andreimerfu/pllm when the user needs a llm gateway project with docker, kubernetes, local deployment options.", "install": "Run with Docker using the repository's container instructions.", "inputs": [ "model requests", "routing config", "provider credentials" ], "outputs": [ "proxied completions", "routed responses", "usage metrics" ], "good_for": [ "route LLM requests", "standardize model provider access", "add gateway-level controls", "model routing", "provider abstraction", "LLM proxying" ], "not_good_for": [ "edge-only Cloudflare Workers deployment without adaptation", "local-only inference", "non-LLM services" ], "deployment": [ "docker", "kubernetes", "local", "cloud" ], "alternatives": [ { "repo": "vllm-project/aibrix", "reason": "Same llm gateway intent with llm_gateway overlap." }, { "repo": "Hal0ai/hal0", "reason": "Same llm gateway intent with llm_gateway overlap." }, { "repo": "frieser/antigravity-proxy", "reason": "Same llm gateway intent with llm_gateway overlap." } ] }, "evidence": { "classification": { "category": { "confidence": "high", "evidence": [ "Matched \"gateway\" in metadata.", "Matched \"proxy\" in metadata.", "Matched \"router\" in metadata.", "Matched \"openai compatible\" in metadata." ] }, "deployment": { "confidence": "high", "evidence": [ "Found Docker configuration file.", "Matched \"kubernetes\" in repository content.", "Matched \"helm chart\" in repository content.", "Local usage is assumed for open source repositories unless contradicted." ] }, "difficulty": { "confidence": "medium", "evidence": [ "Repository has under 10k stars, so complexity is treated conservatively." ] }, "cloudflare_ready": { "confidence": "high", "evidence": [ "Runtime blocker: python, postgres.", "No Cloudflare deployment signal detected.", "No wrangler.toml found in inspected repository files." ] } }, "quality_signal_confidence": { "stars_30d_delta": "snapshot", "stars30d_window_days": 38, "commits_30d": "complete", "releases_180d": "complete", "contributors_90d": "complete" }, "source_fields": [ "project.description", "project.topics", "project.language", "project.license", "agent_card.summary_for_agent", "agent_card.use_cases", "agent_card.deployment", "agent_card.classification", "metrics" ], "caveats": [ "edge-only Cloudflare Workers deployment without adaptation" ], "confidence_reason": "Classification evidence and quality signals are strong enough for shortlist reasoning when metadata is current.", "last_verified_at": "2026-08-10T13:53:33.593Z" }, "caveats": [ "edge-only Cloudflare Workers deployment without adaptation" ], "confidence_reason": "Classification evidence and quality signals are strong enough for shortlist reasoning when metadata is current.", "source_fields": [ "project.description", "project.topics", "project.language", "project.license", "agent_card.summary_for_agent", "agent_card.use_cases", "agent_card.deployment", "agent_card.classification", "metrics" ], "last_verified_at": "2026-08-10T13:53:33.593Z" }, { "project_id": "Hal0ai/hal0", "repo": "Hal0ai/hal0", "name": "hal0", "github_url": "https://github.com/Hal0ai/hal0", "homepage_url": "https://hal0.dev", "language": "Python", "license": "Apache-2.0", "project_kind": "project", "category": [ "llm_gateway" ], "tags": [ "ai", "amd-ryzen-ai", "fastapi", "homelab", "igpu", "inference", "llama-cpp", "llm", "npu", "openai-compatible", "rocm", "self-hosted", "strix-halo", "systemd", "vue" ], "description": "Open-source self-hosted home AI inference platform for AMD Strix Halo — multi-backend slots, OpenAI-compatible gateway, Vue 3 + FastAPI + systemd.", "overview": "Use Hal0ai/hal0 when the user needs a llm gateway project with docker, local, cloud deployment options.", "alternatives": [ { "repo": "off-grid-ai/OGAD", "reason": "Same llm gateway intent with llm_gateway overlap." }, { "repo": "Devansh-365/freellm", "reason": "Same llm gateway intent with llm_gateway overlap." }, { "repo": "andreimerfu/pllm", "reason": "Same llm gateway intent with llm_gateway overlap." } ], "related": [], "dependencies": [ "LLM provider" ], "deployments": [ "docker", "local", "cloud" ], "difficulty": "beginner", "cloudflare_ready": false, "use_cases": [ "route LLM requests", "standardize model provider access", "add gateway-level controls" ], "not_good_for": [ "edge-only Cloudflare Workers deployment without adaptation" ], "classification": { "category": { "confidence": "medium", "evidence": [ "Matched \"gateway\" in metadata." ] }, "deployment": { "confidence": "medium", "evidence": [ "Local usage is assumed for open source repositories unless contradicted." ] }, "difficulty": { "confidence": "medium", "evidence": [ "Repository has under 10k stars, so complexity is treated conservatively." ] }, "cloudflare_ready": { "confidence": "high", "evidence": [ "Runtime blocker: python, cuda, gpu.", "No Cloudflare deployment signal detected.", "No wrangler.toml found in inspected repository files." ] } }, "quality_signals": { "stars": 62, "recent_commits": 100, "contributors": 2, "issue_response_time_hours": null, "release_frequency_180d": 46 }, "quality_signal_confidence": { "stars_30d_delta": "snapshot", "stars30d_window_days": 34, "commits_30d": "partial", "releases_180d": "complete", "contributors_90d": "complete" }, "quality_score": 31, "agent_score": 63, "score": 78, "agent_score_breakdown": { "documentation": 90, "maintenance": 57, "deployment": 80, "popularity": 36, "community": 47 }, "git_top_score": 78, "git_top_score_breakdown": { "community": 66, "maintenance": 71, "documentation": 84, "stability": 100, "adoption": 47, "agent_readability": 100 }, "summary": { "tl_dr": "Use Hal0ai/hal0 when the user needs a llm gateway project with docker, local, cloud deployment options.", "purpose": "Use Hal0ai/hal0 when the user needs a llm gateway project with docker, local, cloud deployment options.", "install": "Run with Docker using the repository's container instructions.", "inputs": [ "model requests", "routing config", "provider credentials" ], "outputs": [ "proxied completions", "routed responses", "usage metrics" ], "good_for": [ "route LLM requests", "standardize model provider access", "add gateway-level controls", "model routing", "provider abstraction", "LLM proxying" ], "not_good_for": [ "edge-only Cloudflare Workers deployment without adaptation", "local-only inference", "non-LLM services" ], "deployment": [ "docker", "local", "cloud" ], "alternatives": [ { "repo": "off-grid-ai/OGAD", "reason": "Same llm gateway intent with llm_gateway overlap." }, { "repo": "Devansh-365/freellm", "reason": "Same llm gateway intent with llm_gateway overlap." }, { "repo": "andreimerfu/pllm", "reason": "Same llm gateway intent with llm_gateway overlap." } ] }, "evidence": { "classification": { "category": { "confidence": "medium", "evidence": [ "Matched \"gateway\" in metadata." ] }, "deployment": { "confidence": "medium", "evidence": [ "Local usage is assumed for open source repositories unless contradicted." ] }, "difficulty": { "confidence": "medium", "evidence": [ "Repository has under 10k stars, so complexity is treated conservatively." ] }, "cloudflare_ready": { "confidence": "high", "evidence": [ "Runtime blocker: python, cuda, gpu.", "No Cloudflare deployment signal detected.", "No wrangler.toml found in inspected repository files." ] } }, "quality_signal_confidence": { "stars_30d_delta": "snapshot", "stars30d_window_days": 34, "commits_30d": "partial", "releases_180d": "complete", "contributors_90d": "complete" }, "source_fields": [ "project.description", "project.topics", "project.language", "project.license", "agent_card.summary_for_agent", "agent_card.use_cases", "agent_card.deployment", "agent_card.classification", "metrics" ], "caveats": [ "edge-only Cloudflare Workers deployment without adaptation", "Partial or estimated quality signals: commits30d." ], "confidence_reason": "Evidence is incomplete; use this project as an exploration candidate until classification and quality signals are reviewed.", "last_verified_at": "2026-08-05T09:00:21.162Z" }, "caveats": [ "edge-only Cloudflare Workers deployment without adaptation", "Partial or estimated quality signals: commits30d." ], "confidence_reason": "Evidence is incomplete; use this project as an exploration candidate until classification and quality signals are reviewed.", "source_fields": [ "project.description", "project.topics", "project.language", "project.license", "agent_card.summary_for_agent", "agent_card.use_cases", "agent_card.deployment", "agent_card.classification", "metrics" ], "last_verified_at": "2026-08-05T09:00:21.162Z" }, { "project_id": "openziti/llm-gateway", "repo": "openziti/llm-gateway", "name": "llm-gateway", "github_url": "https://github.com/openziti/llm-gateway", "homepage_url": null, "language": "Go", "license": "Apache-2.0", "project_kind": "project", "category": [ "llm_gateway" ], "tags": [ "agentic-ai", "ai-gateway", "ai-infrastructure", "ai-security", "anthropic", "e2e-encryption", "llm-gateway", "llm-proxy", "llm-security", "load-balancing", "non-human-identity", "ollama", "openapi-compatible", "openziti", "self-hosted", "semantic-routing", "vllm", "zero-trust", "zero-trust-networking", "zrok" ], "description": "Zero trust LLM gateway. OpenAI-compatible proxy with semantic routing and load balancing across OpenAI, Anthropic, Ollama, vLLM, and any compatible backend. Identity-based access, virtual API keys, and end-to-end encryption via OpenZiti", "overview": "Use openziti/llm-gateway when the user needs a llm gateway project with local, cloud deployment options.", "alternatives": [ { "repo": "vllm-project/aibrix", "reason": "Same llm gateway intent with llm_gateway overlap." }, { "repo": "Hal0ai/hal0", "reason": "Same llm gateway intent with llm_gateway overlap." }, { "repo": "andreimerfu/pllm", "reason": "Same llm gateway intent with llm_gateway overlap." } ], "related": [], "dependencies": [ "LLM provider" ], "deployments": [ "local", "cloud" ], "difficulty": "beginner", "cloudflare_ready": false, "use_cases": [ "route LLM requests", "standardize model provider access", "add gateway-level controls" ], "not_good_for": [ "edge-only Cloudflare Workers deployment without adaptation" ], "classification": { "category": { "confidence": "high", "evidence": [ "Matched \"gateway\" in metadata.", "Matched \"proxy\" in metadata." ] }, "deployment": { "confidence": "medium", "evidence": [ "Local usage is assumed for open source repositories unless contradicted." ] }, "difficulty": { "confidence": "medium", "evidence": [ "Repository has under 10k stars, so complexity is treated conservatively." ] }, "cloudflare_ready": { "confidence": "high", "evidence": [ "Runtime blocker: python, gpu.", "No Cloudflare deployment signal detected.", "No wrangler.toml found in inspected repository files." ] } }, "quality_signals": { "stars": 85, "recent_commits": 11, "contributors": 4, "issue_response_time_hours": null, "release_frequency_180d": 3 }, "quality_signal_confidence": { "stars_30d_delta": "snapshot", "stars30d_window_days": 38, "commits_30d": "complete", "releases_180d": "complete", "contributors_90d": "complete" }, "quality_score": 10, "agent_score": 54, "score": 71, "agent_score_breakdown": { "documentation": 90, "maintenance": 24, "deployment": 70, "popularity": 39, "community": 49 }, "git_top_score": 71, "git_top_score_breakdown": { "community": 73, "maintenance": 31, "documentation": 84, "stability": 94, "adoption": 51, "agent_readability": 100 }, "summary": { "tl_dr": "Use openziti/llm-gateway when the user needs a llm gateway project with local, cloud deployment options.", "purpose": "Use openziti/llm-gateway when the user needs a llm gateway project with local, cloud deployment options.", "install": "Use the gateway deployment instructions in the repository README.", "inputs": [ "model requests", "routing config", "provider credentials" ], "outputs": [ "proxied completions", "routed responses", "usage metrics" ], "good_for": [ "route LLM requests", "standardize model provider access", "add gateway-level controls", "model routing", "provider abstraction", "LLM proxying" ], "not_good_for": [ "edge-only Cloudflare Workers deployment without adaptation", "local-only inference", "non-LLM services" ], "deployment": [ "local", "cloud" ], "alternatives": [ { "repo": "vllm-project/aibrix", "reason": "Same llm gateway intent with llm_gateway overlap." }, { "repo": "Hal0ai/hal0", "reason": "Same llm gateway intent with llm_gateway overlap." }, { "repo": "andreimerfu/pllm", "reason": "Same llm gateway intent with llm_gateway overlap." } ] }, "evidence": { "classification": { "category": { "confidence": "high", "evidence": [ "Matched \"gateway\" in metadata.", "Matched \"proxy\" in metadata." ] }, "deployment": { "confidence": "medium", "evidence": [ "Local usage is assumed for open source repositories unless contradicted." ] }, "difficulty": { "confidence": "medium", "evidence": [ "Repository has under 10k stars, so complexity is treated conservatively." ] }, "cloudflare_ready": { "confidence": "high", "evidence": [ "Runtime blocker: python, gpu.", "No Cloudflare deployment signal detected.", "No wrangler.toml found in inspected repository files." ] } }, "quality_signal_confidence": { "stars_30d_delta": "snapshot", "stars30d_window_days": 38, "commits_30d": "complete", "releases_180d": "complete", "contributors_90d": "complete" }, "source_fields": [ "project.description", "project.topics", "project.language", "project.license", "agent_card.summary_for_agent", "agent_card.use_cases", "agent_card.deployment", "agent_card.classification", "metrics" ], "caveats": [ "edge-only Cloudflare Workers deployment without adaptation" ], "confidence_reason": "Evidence is usable for comparison, but agents should cite caveats before making a strong recommendation.", "last_verified_at": "2026-08-10T13:53:43.157Z" }, "caveats": [ "edge-only Cloudflare Workers deployment without adaptation" ], "confidence_reason": "Evidence is usable for comparison, but agents should cite caveats before making a strong recommendation.", "source_fields": [ "project.description", "project.topics", "project.language", "project.license", "agent_card.summary_for_agent", "agent_card.use_cases", "agent_card.deployment", "agent_card.classification", "metrics" ], "last_verified_at": "2026-08-10T13:53:43.157Z" }, { "project_id": "vllm-project/aibrix", "repo": "vllm-project/aibrix", "name": "aibrix", "github_url": "https://github.com/vllm-project/aibrix", "homepage_url": null, "language": "Go", "license": "Apache-2.0", "project_kind": "project", "category": [ "llm_gateway" ], "tags": [], "description": "Cost-efficient and pluggable Infrastructure components for GenAI inference", "overview": "Use vllm-project/aibrix when the user needs a llm gateway project with kubernetes, local, cloud deployment options.", "alternatives": [ { "repo": "Hal0ai/hal0", "reason": "Same llm gateway intent with llm_gateway overlap." }, { "repo": "off-grid-ai/OGAD", "reason": "Same llm gateway intent with llm_gateway overlap." }, { "repo": "andreimerfu/pllm", "reason": "Same llm gateway intent with llm_gateway overlap." } ], "related": [], "dependencies": [ "LLM provider" ], "deployments": [ "kubernetes", "local", "cloud" ], "difficulty": "beginner", "cloudflare_ready": false, "use_cases": [ "route LLM requests", "standardize model provider access", "add gateway-level controls" ], "not_good_for": [ "edge-only Cloudflare Workers deployment without adaptation" ], "classification": { "category": { "confidence": "medium", "evidence": [ "Matched \"gateway\" in repository content." ] }, "deployment": { "confidence": "high", "evidence": [ "Matched \"kubernetes\" in repository content.", "Local usage is assumed for open source repositories unless contradicted." ] }, "difficulty": { "confidence": "medium", "evidence": [ "Repository has under 10k stars, so complexity is treated conservatively." ] }, "cloudflare_ready": { "confidence": "high", "evidence": [ "Runtime blocker: gpu.", "No Cloudflare deployment signal detected.", "No wrangler.toml found in inspected repository files." ] } }, "quality_signals": { "stars": 5004, "recent_commits": 74, "contributors": 100, "issue_response_time_hours": null, "release_frequency_180d": 2 }, "quality_signal_confidence": { "stars_30d_delta": "snapshot", "stars30d_window_days": 39, "commits_30d": "complete", "releases_180d": "complete", "contributors_90d": "partial" }, "quality_score": 32, "agent_score": 77, "score": 85, "agent_score_breakdown": { "documentation": 90, "maintenance": 51, "deployment": 80, "popularity": 74, "community": 100 }, "git_top_score": 85, "git_top_score_breakdown": { "community": 100, "maintenance": 59, "documentation": 84, "stability": 76, "adoption": 100, "agent_readability": 100 }, "summary": { "tl_dr": "Use vllm-project/aibrix when the user needs a llm gateway project with kubernetes, local, cloud deployment options.", "purpose": "Use vllm-project/aibrix when the user needs a llm gateway project with kubernetes, local, cloud deployment options.", "install": "Use the gateway deployment instructions in the repository README.", "inputs": [ "model requests", "routing config", "provider credentials" ], "outputs": [ "proxied completions", "routed responses", "usage metrics" ], "good_for": [ "route LLM requests", "standardize model provider access", "add gateway-level controls", "model routing", "provider abstraction", "LLM proxying" ], "not_good_for": [ "edge-only Cloudflare Workers deployment without adaptation", "local-only inference", "non-LLM services" ], "deployment": [ "kubernetes", "local", "cloud" ], "alternatives": [ { "repo": "Hal0ai/hal0", "reason": "Same llm gateway intent with llm_gateway overlap." }, { "repo": "off-grid-ai/OGAD", "reason": "Same llm gateway intent with llm_gateway overlap." }, { "repo": "andreimerfu/pllm", "reason": "Same llm gateway intent with llm_gateway overlap." } ] }, "evidence": { "classification": { "category": { "confidence": "medium", "evidence": [ "Matched \"gateway\" in repository content." ] }, "deployment": { "confidence": "high", "evidence": [ "Matched \"kubernetes\" in repository content.", "Local usage is assumed for open source repositories unless contradicted." ] }, "difficulty": { "confidence": "medium", "evidence": [ "Repository has under 10k stars, so complexity is treated conservatively." ] }, "cloudflare_ready": { "confidence": "high", "evidence": [ "Runtime blocker: gpu.", "No Cloudflare deployment signal detected.", "No wrangler.toml found in inspected repository files." ] } }, "quality_signal_confidence": { "stars_30d_delta": "snapshot", "stars30d_window_days": 39, "commits_30d": "complete", "releases_180d": "complete", "contributors_90d": "partial" }, "source_fields": [ "project.description", "project.topics", "project.language", "project.license", "agent_card.summary_for_agent", "agent_card.use_cases", "agent_card.deployment", "agent_card.classification", "metrics" ], "caveats": [ "edge-only Cloudflare Workers deployment without adaptation", "Partial or estimated quality signals: contributors90d." ], "confidence_reason": "Evidence is usable for comparison, but agents should cite caveats before making a strong recommendation.", "last_verified_at": "2026-08-11T03:00:44.206Z" }, "caveats": [ "edge-only Cloudflare Workers deployment without adaptation", "Partial or estimated quality signals: contributors90d." ], "confidence_reason": "Evidence is usable for comparison, but agents should cite caveats before making a strong recommendation.", "source_fields": [ "project.description", "project.topics", "project.language", "project.license", "agent_card.summary_for_agent", "agent_card.use_cases", "agent_card.deployment", "agent_card.classification", "metrics" ], "last_verified_at": "2026-08-11T03:00:44.206Z" }, { "project_id": "off-grid-ai/OGAD", "repo": "off-grid-ai/OGAD", "name": "OGAD", "github_url": "https://github.com/off-grid-ai/OGAD", "homepage_url": "https://getoffgridai.co/pro/", "language": "TypeScript", "license": "AGPL-3.0", "project_kind": "project", "category": [ "llm_gateway" ], "tags": [ "electron", "gguf", "image-generation", "llama-cpp", "llm", "local-ai", "local-first", "local-llm", "mcp", "offline", "on-device", "openai-compatible", "privacy", "react", "stable-diffusion", "typescript", "whisper" ], "description": "Off Grid AI — private, on-device AI. Run open models (text, vision, image, voice) locally through one OpenAI-compatible gateway. No cloud, no accounts, no API keys.", "overview": "Use off-grid-ai/OGAD when the user needs a llm gateway project with library-only, local, cloud deployment options.", "alternatives": [ { "repo": "Hal0ai/hal0", "reason": "Same llm gateway intent with llm_gateway overlap." }, { "repo": "frieser/antigravity-proxy", "reason": "Same llm gateway intent with llm_gateway overlap." }, { "repo": "Devansh-365/freellm", "reason": "Same llm gateway intent with llm_gateway overlap." } ], "related": [], "dependencies": [ "MCP", "LLM provider" ], "deployments": [ "library_only", "local", "cloud" ], "difficulty": "beginner", "cloudflare_ready": false, "use_cases": [ "route LLM requests", "standardize model provider access", "add gateway-level controls" ], "not_good_for": [ "edge-only Cloudflare Workers deployment without adaptation", "users expecting a complete hosted product" ], "classification": { "category": { "confidence": "medium", "evidence": [ "Matched \"gateway\" in metadata." ] }, "deployment": { "confidence": "high", "evidence": [ "Matched \"npm install\" in repository content.", "Matched \"library\" in repository content.", "Local usage is assumed for open source repositories unless contradicted." ] }, "difficulty": { "confidence": "medium", "evidence": [ "Repository has under 10k stars, so complexity is treated conservatively." ] }, "cloudflare_ready": { "confidence": "high", "evidence": [ "Runtime blocker: python.", "No Cloudflare deployment signal detected.", "No wrangler.toml found in inspected repository files." ] } }, "quality_signals": { "stars": 57, "recent_commits": 100, "contributors": 5, "issue_response_time_hours": null, "release_frequency_180d": 63 }, "quality_signal_confidence": { "stars_30d_delta": "snapshot", "stars30d_window_days": 25, "commits_30d": "partial", "releases_180d": "complete", "contributors_90d": "complete" }, "quality_score": 30, "agent_score": 64, "score": 80, "agent_score_breakdown": { "documentation": 90, "maintenance": 57, "deployment": 80, "popularity": 35, "community": 50 }, "git_top_score": 80, "git_top_score_breakdown": { "community": 75, "maintenance": 71, "documentation": 84, "stability": 100, "adoption": 51, "agent_readability": 100 }, "summary": { "tl_dr": "Use off-grid-ai/OGAD when the user needs a llm gateway project with library-only, local, cloud deployment options.", "purpose": "Use off-grid-ai/OGAD when the user needs a llm gateway project with library-only, local, cloud deployment options.", "install": "Install as a library or package using the repository instructions.", "inputs": [ "model requests", "routing config", "provider credentials" ], "outputs": [ "proxied completions", "routed responses", "usage metrics" ], "good_for": [ "route LLM requests", "standardize model provider access", "add gateway-level controls", "model routing", "provider abstraction", "LLM proxying" ], "not_good_for": [ "edge-only Cloudflare Workers deployment without adaptation", "users expecting a complete hosted product", "local-only inference", "non-LLM services" ], "deployment": [ "library_only", "local", "cloud" ], "alternatives": [ { "repo": "Hal0ai/hal0", "reason": "Same llm gateway intent with llm_gateway overlap." }, { "repo": "frieser/antigravity-proxy", "reason": "Same llm gateway intent with llm_gateway overlap." }, { "repo": "Devansh-365/freellm", "reason": "Same llm gateway intent with llm_gateway overlap." } ] }, "evidence": { "classification": { "category": { "confidence": "medium", "evidence": [ "Matched \"gateway\" in metadata." ] }, "deployment": { "confidence": "high", "evidence": [ "Matched \"npm install\" in repository content.", "Matched \"library\" in repository content.", "Local usage is assumed for open source repositories unless contradicted." ] }, "difficulty": { "confidence": "medium", "evidence": [ "Repository has under 10k stars, so complexity is treated conservatively." ] }, "cloudflare_ready": { "confidence": "high", "evidence": [ "Runtime blocker: python.", "No Cloudflare deployment signal detected.", "No wrangler.toml found in inspected repository files." ] } }, "quality_signal_confidence": { "stars_30d_delta": "snapshot", "stars30d_window_days": 25, "commits_30d": "partial", "releases_180d": "complete", "contributors_90d": "complete" }, "source_fields": [ "project.description", "project.topics", "project.language", "project.license", "agent_card.summary_for_agent", "agent_card.use_cases", "agent_card.deployment", "agent_card.classification", "metrics" ], "caveats": [ "edge-only Cloudflare Workers deployment without adaptation", "users expecting a complete hosted product", "Partial or estimated quality signals: commits30d." ], "confidence_reason": "Evidence is usable for comparison, but agents should cite caveats before making a strong recommendation.", "last_verified_at": "2026-08-10T13:47:04.531Z" }, "caveats": [ "edge-only Cloudflare Workers deployment without adaptation", "users expecting a complete hosted product", "Partial or estimated quality signals: commits30d." ], "confidence_reason": "Evidence is usable for comparison, but agents should cite caveats before making a strong recommendation.", "source_fields": [ "project.description", "project.topics", "project.language", "project.license", "agent_card.summary_for_agent", "agent_card.use_cases", "agent_card.deployment", "agent_card.classification", "metrics" ], "last_verified_at": "2026-08-10T13:47:04.531Z" } ], "alternative_matches": [ { "project_id": "andreimerfu/pllm", "repo": "andreimerfu/pllm", "name": "pllm", "github_url": "https://github.com/andreimerfu/pllm", "homepage_url": "https://pllm.dev", "language": "Go", "license": "MIT", "project_kind": "project", "category": [ "llm_gateway" ], "tags": [ "ai", "anthropic", "api-gateway", "azure", "bedrock", "cloud-native", "enterprise", "gateway", "golang", "kubernetes", "litellm", "litellm-ai-gateway", "llm", "load-balancer", "microservices", "openai", "openrouter", "openrouter-api", "openrouter-go", "proxy" ], "description": "High-performance LLM Gateway built in Go - OpenAI compatible proxy with multi-provider support, adaptive routing, and enterprise features", "overview": "Use andreimerfu/pllm when the user needs a llm gateway project with docker, kubernetes, local deployment options.", "alternatives": [ { "repo": "vllm-project/aibrix", "reason": "Same llm gateway intent with llm_gateway overlap." }, { "repo": "Hal0ai/hal0", "reason": "Same llm gateway intent with llm_gateway overlap." }, { "repo": "frieser/antigravity-proxy", "reason": "Same llm gateway intent with llm_gateway overlap." } ], "related": [], "dependencies": [ "LLM provider" ], "deployments": [ "docker", "kubernetes", "local", "cloud" ], "difficulty": "beginner", "cloudflare_ready": false, "use_cases": [ "route LLM requests", "standardize model provider access", "add gateway-level controls" ], "not_good_for": [ "edge-only Cloudflare Workers deployment without adaptation" ], "classification": { "category": { "confidence": "high", "evidence": [ "Matched \"gateway\" in metadata.", "Matched \"proxy\" in metadata.", "Matched \"router\" in metadata.", "Matched \"openai compatible\" in metadata." ] }, "deployment": { "confidence": "high", "evidence": [ "Found Docker configuration file.", "Matched \"kubernetes\" in repository content.", "Matched \"helm chart\" in repository content.", "Local usage is assumed for open source repositories unless contradicted." ] }, "difficulty": { "confidence": "medium", "evidence": [ "Repository has under 10k stars, so complexity is treated conservatively." ] }, "cloudflare_ready": { "confidence": "high", "evidence": [ "Runtime blocker: python, postgres.", "No Cloudflare deployment signal detected.", "No wrangler.toml found in inspected repository files." ] } }, "quality_signals": { "stars": 24, "recent_commits": 0, "contributors": 2, "issue_response_time_hours": null, "release_frequency_180d": 5 }, "quality_signal_confidence": { "stars_30d_delta": "snapshot", "stars30d_window_days": 38, "commits_30d": "complete", "releases_180d": "complete", "contributors_90d": "complete" }, "quality_score": 11, "agent_score": 54, "score": 62, "agent_score_breakdown": { "documentation": 90, "maintenance": 17, "deployment": 90, "popularity": 28, "community": 47 }, "git_top_score": 62, "git_top_score_breakdown": { "community": 62, "maintenance": 21, "documentation": 84, "stability": 85, "adoption": 33, "agent_readability": 100 }, "summary": { "tl_dr": "Use andreimerfu/pllm when the user needs a llm gateway project with docker, kubernetes, local deployment options.", "purpose": "Use andreimerfu/pllm when the user needs a llm gateway project with docker, kubernetes, local deployment options.", "install": "Run with Docker using the repository's container instructions.", "inputs": [ "model requests", "routing config", "provider credentials" ], "outputs": [ "proxied completions", "routed responses", "usage metrics" ], "good_for": [ "route LLM requests", "standardize model provider access", "add gateway-level controls", "model routing", "provider abstraction", "LLM proxying" ], "not_good_for": [ "edge-only Cloudflare Workers deployment without adaptation", "local-only inference", "non-LLM services" ], "deployment": [ "docker", "kubernetes", "local", "cloud" ], "alternatives": [ { "repo": "vllm-project/aibrix", "reason": "Same llm gateway intent with llm_gateway overlap." }, { "repo": "Hal0ai/hal0", "reason": "Same llm gateway intent with llm_gateway overlap." }, { "repo": "frieser/antigravity-proxy", "reason": "Same llm gateway intent with llm_gateway overlap." } ] }, "evidence": { "classification": { "category": { "confidence": "high", "evidence": [ "Matched \"gateway\" in metadata.", "Matched \"proxy\" in metadata.", "Matched \"router\" in metadata.", "Matched \"openai compatible\" in metadata." ] }, "deployment": { "confidence": "high", "evidence": [ "Found Docker configuration file.", "Matched \"kubernetes\" in repository content.", "Matched \"helm chart\" in repository content.", "Local usage is assumed for open source repositories unless contradicted." ] }, "difficulty": { "confidence": "medium", "evidence": [ "Repository has under 10k stars, so complexity is treated conservatively." ] }, "cloudflare_ready": { "confidence": "high", "evidence": [ "Runtime blocker: python, postgres.", "No Cloudflare deployment signal detected.", "No wrangler.toml found in inspected repository files." ] } }, "quality_signal_confidence": { "stars_30d_delta": "snapshot", "stars30d_window_days": 38, "commits_30d": "complete", "releases_180d": "complete", "contributors_90d": "complete" }, "source_fields": [ "project.description", "project.topics", "project.language", "project.license", "agent_card.summary_for_agent", "agent_card.use_cases", "agent_card.deployment", "agent_card.classification", "metrics", "alternative.match_signals", "alternative.similarity_score", "alternative.replacement_type" ], "caveats": [ "Same category, so it can be evaluated as a direct functional substitute.", "Deployment overlap: docker, local, cloud.", "Shared dependency context: llm-provider.", "edge-only Cloudflare Workers deployment without adaptation" ], "confidence_reason": "Low replacement risk: 92/100 similarity with category or use-case overlap.", "last_verified_at": "2026-08-10T13:53:33.593Z" }, "caveats": [ "Same category, so it can be evaluated as a direct functional substitute.", "Deployment overlap: docker, local, cloud.", "Shared dependency context: llm-provider.", "edge-only Cloudflare Workers deployment without adaptation" ], "confidence_reason": "Low replacement risk: 92/100 similarity with category or use-case overlap.", "source_fields": [ "project.description", "project.topics", "project.language", "project.license", "agent_card.summary_for_agent", "agent_card.use_cases", "agent_card.deployment", "agent_card.classification", "metrics", "alternative.match_signals", "alternative.similarity_score", "alternative.replacement_type" ], "last_verified_at": "2026-08-10T13:53:33.593Z", "similarity_score": 92, "alternative_reason": "Same llm gateway intent with llm_gateway overlap.", "replacement_type": "same_use_case", "match_signals": { "explicit": false, "shared_category": true, "shared_deployments": [ "docker", "local", "cloud" ], "shared_use_cases": [ "route LLM requests", "standardize model provider access", "add gateway-level controls" ], "shared_topics": [ "ai", "anthropic", "gateway", "golang", "litellm", "load-balancer", "openai" ], "intent_overlap": [ "llm_gateway" ], "dependency_overlap": [ "llm-provider" ], "same_language": true, "stronger_maintenance": false, "cloudflare_ready_upgrade": false }, "fit_summary": "Strong replacement candidate with overlapping indexed use cases.", "adoption_notes": [ "Same category, so it can be evaluated as a direct functional substitute.", "Deployment overlap: docker, local, cloud.", "Shared dependency context: llm-provider." ], "replacement_risk": "low" }, { "project_id": "Hal0ai/hal0", "repo": "Hal0ai/hal0", "name": "hal0", "github_url": "https://github.com/Hal0ai/hal0", "homepage_url": "https://hal0.dev", "language": "Python", "license": "Apache-2.0", "project_kind": "project", "category": [ "llm_gateway" ], "tags": [ "ai", "amd-ryzen-ai", "fastapi", "homelab", "igpu", "inference", "llama-cpp", "llm", "npu", "openai-compatible", "rocm", "self-hosted", "strix-halo", "systemd", "vue" ], "description": "Open-source self-hosted home AI inference platform for AMD Strix Halo — multi-backend slots, OpenAI-compatible gateway, Vue 3 + FastAPI + systemd.", "overview": "Use Hal0ai/hal0 when the user needs a llm gateway project with docker, local, cloud deployment options.", "alternatives": [ { "repo": "off-grid-ai/OGAD", "reason": "Same llm gateway intent with llm_gateway overlap." }, { "repo": "Devansh-365/freellm", "reason": "Same llm gateway intent with llm_gateway overlap." }, { "repo": "andreimerfu/pllm", "reason": "Same llm gateway intent with llm_gateway overlap." } ], "related": [], "dependencies": [ "LLM provider" ], "deployments": [ "docker", "local", "cloud" ], "difficulty": "beginner", "cloudflare_ready": false, "use_cases": [ "route LLM requests", "standardize model provider access", "add gateway-level controls" ], "not_good_for": [ "edge-only Cloudflare Workers deployment without adaptation" ], "classification": { "category": { "confidence": "medium", "evidence": [ "Matched \"gateway\" in metadata." ] }, "deployment": { "confidence": "medium", "evidence": [ "Local usage is assumed for open source repositories unless contradicted." ] }, "difficulty": { "confidence": "medium", "evidence": [ "Repository has under 10k stars, so complexity is treated conservatively." ] }, "cloudflare_ready": { "confidence": "high", "evidence": [ "Runtime blocker: python, cuda, gpu.", "No Cloudflare deployment signal detected.", "No wrangler.toml found in inspected repository files." ] } }, "quality_signals": { "stars": 62, "recent_commits": 100, "contributors": 2, "issue_response_time_hours": null, "release_frequency_180d": 46 }, "quality_signal_confidence": { "stars_30d_delta": "snapshot", "stars30d_window_days": 34, "commits_30d": "partial", "releases_180d": "complete", "contributors_90d": "complete" }, "quality_score": 31, "agent_score": 63, "score": 78, "agent_score_breakdown": { "documentation": 90, "maintenance": 57, "deployment": 80, "popularity": 36, "community": 47 }, "git_top_score": 78, "git_top_score_breakdown": { "community": 66, "maintenance": 71, "documentation": 84, "stability": 100, "adoption": 47, "agent_readability": 100 }, "summary": { "tl_dr": "Use Hal0ai/hal0 when the user needs a llm gateway project with docker, local, cloud deployment options.", "purpose": "Use Hal0ai/hal0 when the user needs a llm gateway project with docker, local, cloud deployment options.", "install": "Run with Docker using the repository's container instructions.", "inputs": [ "model requests", "routing config", "provider credentials" ], "outputs": [ "proxied completions", "routed responses", "usage metrics" ], "good_for": [ "route LLM requests", "standardize model provider access", "add gateway-level controls", "model routing", "provider abstraction", "LLM proxying" ], "not_good_for": [ "edge-only Cloudflare Workers deployment without adaptation", "local-only inference", "non-LLM services" ], "deployment": [ "docker", "local", "cloud" ], "alternatives": [ { "repo": "off-grid-ai/OGAD", "reason": "Same llm gateway intent with llm_gateway overlap." }, { "repo": "Devansh-365/freellm", "reason": "Same llm gateway intent with llm_gateway overlap." }, { "repo": "andreimerfu/pllm", "reason": "Same llm gateway intent with llm_gateway overlap." } ] }, "evidence": { "classification": { "category": { "confidence": "medium", "evidence": [ "Matched \"gateway\" in metadata." ] }, "deployment": { "confidence": "medium", "evidence": [ "Local usage is assumed for open source repositories unless contradicted." ] }, "difficulty": { "confidence": "medium", "evidence": [ "Repository has under 10k stars, so complexity is treated conservatively." ] }, "cloudflare_ready": { "confidence": "high", "evidence": [ "Runtime blocker: python, cuda, gpu.", "No Cloudflare deployment signal detected.", "No wrangler.toml found in inspected repository files." ] } }, "quality_signal_confidence": { "stars_30d_delta": "snapshot", "stars30d_window_days": 34, "commits_30d": "partial", "releases_180d": "complete", "contributors_90d": "complete" }, "source_fields": [ "project.description", "project.topics", "project.language", "project.license", "agent_card.summary_for_agent", "agent_card.use_cases", "agent_card.deployment", "agent_card.classification", "metrics", "alternative.match_signals", "alternative.similarity_score", "alternative.replacement_type" ], "caveats": [ "Same category, so it can be evaluated as a direct functional substitute.", "Deployment overlap: docker, local, cloud.", "Shared dependency context: llm-provider.", "Language changes to Python; migration cost may be higher.", "edge-only Cloudflare Workers deployment without adaptation", "Partial or estimated quality signals: commits30d." ], "confidence_reason": "Low replacement risk: 86/100 similarity with category or use-case overlap.", "last_verified_at": "2026-08-05T09:00:21.162Z" }, "caveats": [ "Same category, so it can be evaluated as a direct functional substitute.", "Deployment overlap: docker, local, cloud.", "Shared dependency context: llm-provider.", "Language changes to Python; migration cost may be higher.", "edge-only Cloudflare Workers deployment without adaptation", "Partial or estimated quality signals: commits30d." ], "confidence_reason": "Low replacement risk: 86/100 similarity with category or use-case overlap.", "source_fields": [ "project.description", "project.topics", "project.language", "project.license", "agent_card.summary_for_agent", "agent_card.use_cases", "agent_card.deployment", "agent_card.classification", "metrics", "alternative.match_signals", "alternative.similarity_score", "alternative.replacement_type" ], "last_verified_at": "2026-08-05T09:00:21.162Z", "similarity_score": 86, "alternative_reason": "Same llm gateway intent with llm_gateway overlap.", "replacement_type": "same_use_case", "match_signals": { "explicit": false, "shared_category": true, "shared_deployments": [ "docker", "local", "cloud" ], "shared_use_cases": [ "route LLM requests", "standardize model provider access", "add gateway-level controls" ], "shared_topics": [ "ai" ], "intent_overlap": [ "llm_gateway" ], "dependency_overlap": [ "llm-provider" ], "same_language": false, "stronger_maintenance": true, "cloudflare_ready_upgrade": false }, "fit_summary": "Strong replacement candidate with overlapping indexed use cases.", "adoption_notes": [ "Same category, so it can be evaluated as a direct functional substitute.", "Deployment overlap: docker, local, cloud.", "Shared dependency context: llm-provider.", "Language changes to Python; migration cost may be higher." ], "replacement_risk": "low" }, { "project_id": "openziti/llm-gateway", "repo": "openziti/llm-gateway", "name": "llm-gateway", "github_url": "https://github.com/openziti/llm-gateway", "homepage_url": null, "language": "Go", "license": "Apache-2.0", "project_kind": "project", "category": [ "llm_gateway" ], "tags": [ "agentic-ai", "ai-gateway", "ai-infrastructure", "ai-security", "anthropic", "e2e-encryption", "llm-gateway", "llm-proxy", "llm-security", "load-balancing", "non-human-identity", "ollama", "openapi-compatible", "openziti", "self-hosted", "semantic-routing", "vllm", "zero-trust", "zero-trust-networking", "zrok" ], "description": "Zero trust LLM gateway. OpenAI-compatible proxy with semantic routing and load balancing across OpenAI, Anthropic, Ollama, vLLM, and any compatible backend. Identity-based access, virtual API keys, and end-to-end encryption via OpenZiti", "overview": "Use openziti/llm-gateway when the user needs a llm gateway project with local, cloud deployment options.", "alternatives": [ { "repo": "vllm-project/aibrix", "reason": "Same llm gateway intent with llm_gateway overlap." }, { "repo": "Hal0ai/hal0", "reason": "Same llm gateway intent with llm_gateway overlap." }, { "repo": "andreimerfu/pllm", "reason": "Same llm gateway intent with llm_gateway overlap." } ], "related": [], "dependencies": [ "LLM provider" ], "deployments": [ "local", "cloud" ], "difficulty": "beginner", "cloudflare_ready": false, "use_cases": [ "route LLM requests", "standardize model provider access", "add gateway-level controls" ], "not_good_for": [ "edge-only Cloudflare Workers deployment without adaptation" ], "classification": { "category": { "confidence": "high", "evidence": [ "Matched \"gateway\" in metadata.", "Matched \"proxy\" in metadata." ] }, "deployment": { "confidence": "medium", "evidence": [ "Local usage is assumed for open source repositories unless contradicted." ] }, "difficulty": { "confidence": "medium", "evidence": [ "Repository has under 10k stars, so complexity is treated conservatively." ] }, "cloudflare_ready": { "confidence": "high", "evidence": [ "Runtime blocker: python, gpu.", "No Cloudflare deployment signal detected.", "No wrangler.toml found in inspected repository files." ] } }, "quality_signals": { "stars": 85, "recent_commits": 11, "contributors": 4, "issue_response_time_hours": null, "release_frequency_180d": 3 }, "quality_signal_confidence": { "stars_30d_delta": "snapshot", "stars30d_window_days": 38, "commits_30d": "complete", "releases_180d": "complete", "contributors_90d": "complete" }, "quality_score": 10, "agent_score": 54, "score": 71, "agent_score_breakdown": { "documentation": 90, "maintenance": 24, "deployment": 70, "popularity": 39, "community": 49 }, "git_top_score": 71, "git_top_score_breakdown": { "community": 73, "maintenance": 31, "documentation": 84, "stability": 94, "adoption": 51, "agent_readability": 100 }, "summary": { "tl_dr": "Use openziti/llm-gateway when the user needs a llm gateway project with local, cloud deployment options.", "purpose": "Use openziti/llm-gateway when the user needs a llm gateway project with local, cloud deployment options.", "install": "Use the gateway deployment instructions in the repository README.", "inputs": [ "model requests", "routing config", "provider credentials" ], "outputs": [ "proxied completions", "routed responses", "usage metrics" ], "good_for": [ "route LLM requests", "standardize model provider access", "add gateway-level controls", "model routing", "provider abstraction", "LLM proxying" ], "not_good_for": [ "edge-only Cloudflare Workers deployment without adaptation", "local-only inference", "non-LLM services" ], "deployment": [ "local", "cloud" ], "alternatives": [ { "repo": "vllm-project/aibrix", "reason": "Same llm gateway intent with llm_gateway overlap." }, { "repo": "Hal0ai/hal0", "reason": "Same llm gateway intent with llm_gateway overlap." }, { "repo": "andreimerfu/pllm", "reason": "Same llm gateway intent with llm_gateway overlap." } ] }, "evidence": { "classification": { "category": { "confidence": "high", "evidence": [ "Matched \"gateway\" in metadata.", "Matched \"proxy\" in metadata." ] }, "deployment": { "confidence": "medium", "evidence": [ "Local usage is assumed for open source repositories unless contradicted." ] }, "difficulty": { "confidence": "medium", "evidence": [ "Repository has under 10k stars, so complexity is treated conservatively." ] }, "cloudflare_ready": { "confidence": "high", "evidence": [ "Runtime blocker: python, gpu.", "No Cloudflare deployment signal detected.", "No wrangler.toml found in inspected repository files." ] } }, "quality_signal_confidence": { "stars_30d_delta": "snapshot", "stars30d_window_days": 38, "commits_30d": "complete", "releases_180d": "complete", "contributors_90d": "complete" }, "source_fields": [ "project.description", "project.topics", "project.language", "project.license", "agent_card.summary_for_agent", "agent_card.use_cases", "agent_card.deployment", "agent_card.classification", "metrics", "alternative.match_signals", "alternative.similarity_score", "alternative.replacement_type" ], "caveats": [ "Same category, so it can be evaluated as a direct functional substitute.", "Deployment overlap: local, cloud.", "Shared dependency context: llm-provider.", "edge-only Cloudflare Workers deployment without adaptation" ], "confidence_reason": "Low replacement risk: 84/100 similarity with category or use-case overlap.", "last_verified_at": "2026-08-10T13:53:43.157Z" }, "caveats": [ "Same category, so it can be evaluated as a direct functional substitute.", "Deployment overlap: local, cloud.", "Shared dependency context: llm-provider.", "edge-only Cloudflare Workers deployment without adaptation" ], "confidence_reason": "Low replacement risk: 84/100 similarity with category or use-case overlap.", "source_fields": [ "project.description", "project.topics", "project.language", "project.license", "agent_card.summary_for_agent", "agent_card.use_cases", "agent_card.deployment", "agent_card.classification", "metrics", "alternative.match_signals", "alternative.similarity_score", "alternative.replacement_type" ], "last_verified_at": "2026-08-10T13:53:43.157Z", "similarity_score": 84, "alternative_reason": "Same llm gateway intent with llm_gateway overlap.", "replacement_type": "same_use_case", "match_signals": { "explicit": false, "shared_category": true, "shared_deployments": [ "local", "cloud" ], "shared_use_cases": [ "route LLM requests", "standardize model provider access", "add gateway-level controls" ], "shared_topics": [ "anthropic" ], "intent_overlap": [ "llm_gateway" ], "dependency_overlap": [ "llm-provider" ], "same_language": true, "stronger_maintenance": false, "cloudflare_ready_upgrade": false }, "fit_summary": "Strong replacement candidate with overlapping indexed use cases.", "adoption_notes": [ "Same category, so it can be evaluated as a direct functional substitute.", "Deployment overlap: local, cloud.", "Shared dependency context: llm-provider." ], "replacement_risk": "low" }, { "project_id": "vllm-project/aibrix", "repo": "vllm-project/aibrix", "name": "aibrix", "github_url": "https://github.com/vllm-project/aibrix", "homepage_url": null, "language": "Go", "license": "Apache-2.0", "project_kind": "project", "category": [ "llm_gateway" ], "tags": [], "description": "Cost-efficient and pluggable Infrastructure components for GenAI inference", "overview": "Use vllm-project/aibrix when the user needs a llm gateway project with kubernetes, local, cloud deployment options.", "alternatives": [ { "repo": "Hal0ai/hal0", "reason": "Same llm gateway intent with llm_gateway overlap." }, { "repo": "off-grid-ai/OGAD", "reason": "Same llm gateway intent with llm_gateway overlap." }, { "repo": "andreimerfu/pllm", "reason": "Same llm gateway intent with llm_gateway overlap." } ], "related": [], "dependencies": [ "LLM provider" ], "deployments": [ "kubernetes", "local", "cloud" ], "difficulty": "beginner", "cloudflare_ready": false, "use_cases": [ "route LLM requests", "standardize model provider access", "add gateway-level controls" ], "not_good_for": [ "edge-only Cloudflare Workers deployment without adaptation" ], "classification": { "category": { "confidence": "medium", "evidence": [ "Matched \"gateway\" in repository content." ] }, "deployment": { "confidence": "high", "evidence": [ "Matched \"kubernetes\" in repository content.", "Local usage is assumed for open source repositories unless contradicted." ] }, "difficulty": { "confidence": "medium", "evidence": [ "Repository has under 10k stars, so complexity is treated conservatively." ] }, "cloudflare_ready": { "confidence": "high", "evidence": [ "Runtime blocker: gpu.", "No Cloudflare deployment signal detected.", "No wrangler.toml found in inspected repository files." ] } }, "quality_signals": { "stars": 5004, "recent_commits": 74, "contributors": 100, "issue_response_time_hours": null, "release_frequency_180d": 2 }, "quality_signal_confidence": { "stars_30d_delta": "snapshot", "stars30d_window_days": 39, "commits_30d": "complete", "releases_180d": "complete", "contributors_90d": "partial" }, "quality_score": 32, "agent_score": 77, "score": 85, "agent_score_breakdown": { "documentation": 90, "maintenance": 51, "deployment": 80, "popularity": 74, "community": 100 }, "git_top_score": 85, "git_top_score_breakdown": { "community": 100, "maintenance": 59, "documentation": 84, "stability": 76, "adoption": 100, "agent_readability": 100 }, "summary": { "tl_dr": "Use vllm-project/aibrix when the user needs a llm gateway project with kubernetes, local, cloud deployment options.", "purpose": "Use vllm-project/aibrix when the user needs a llm gateway project with kubernetes, local, cloud deployment options.", "install": "Use the gateway deployment instructions in the repository README.", "inputs": [ "model requests", "routing config", "provider credentials" ], "outputs": [ "proxied completions", "routed responses", "usage metrics" ], "good_for": [ "route LLM requests", "standardize model provider access", "add gateway-level controls", "model routing", "provider abstraction", "LLM proxying" ], "not_good_for": [ "edge-only Cloudflare Workers deployment without adaptation", "local-only inference", "non-LLM services" ], "deployment": [ "kubernetes", "local", "cloud" ], "alternatives": [ { "repo": "Hal0ai/hal0", "reason": "Same llm gateway intent with llm_gateway overlap." }, { "repo": "off-grid-ai/OGAD", "reason": "Same llm gateway intent with llm_gateway overlap." }, { "repo": "andreimerfu/pllm", "reason": "Same llm gateway intent with llm_gateway overlap." } ] }, "evidence": { "classification": { "category": { "confidence": "medium", "evidence": [ "Matched \"gateway\" in repository content." ] }, "deployment": { "confidence": "high", "evidence": [ "Matched \"kubernetes\" in repository content.", "Local usage is assumed for open source repositories unless contradicted." ] }, "difficulty": { "confidence": "medium", "evidence": [ "Repository has under 10k stars, so complexity is treated conservatively." ] }, "cloudflare_ready": { "confidence": "high", "evidence": [ "Runtime blocker: gpu.", "No Cloudflare deployment signal detected.", "No wrangler.toml found in inspected repository files." ] } }, "quality_signal_confidence": { "stars_30d_delta": "snapshot", "stars30d_window_days": 39, "commits_30d": "complete", "releases_180d": "complete", "contributors_90d": "partial" }, "source_fields": [ "project.description", "project.topics", "project.language", "project.license", "agent_card.summary_for_agent", "agent_card.use_cases", "agent_card.deployment", "agent_card.classification", "metrics", "alternative.match_signals", "alternative.similarity_score", "alternative.replacement_type" ], "caveats": [ "Same category, so it can be evaluated as a direct functional substitute.", "Deployment overlap: local, cloud.", "Shared dependency context: llm-provider.", "edge-only Cloudflare Workers deployment without adaptation", "Partial or estimated quality signals: contributors90d." ], "confidence_reason": "Low replacement risk: 82/100 similarity with category or use-case overlap.", "last_verified_at": "2026-08-11T03:00:44.206Z" }, "caveats": [ "Same category, so it can be evaluated as a direct functional substitute.", "Deployment overlap: local, cloud.", "Shared dependency context: llm-provider.", "edge-only Cloudflare Workers deployment without adaptation", "Partial or estimated quality signals: contributors90d." ], "confidence_reason": "Low replacement risk: 82/100 similarity with category or use-case overlap.", "source_fields": [ "project.description", "project.topics", "project.language", "project.license", "agent_card.summary_for_agent", "agent_card.use_cases", "agent_card.deployment", "agent_card.classification", "metrics", "alternative.match_signals", "alternative.similarity_score", "alternative.replacement_type" ], "last_verified_at": "2026-08-11T03:00:44.206Z", "similarity_score": 82, "alternative_reason": "Same llm gateway intent with llm_gateway overlap.", "replacement_type": "same_use_case", "match_signals": { "explicit": false, "shared_category": true, "shared_deployments": [ "local", "cloud" ], "shared_use_cases": [ "route LLM requests", "standardize model provider access", "add gateway-level controls" ], "shared_topics": [], "intent_overlap": [ "llm_gateway" ], "dependency_overlap": [ "llm-provider" ], "same_language": true, "stronger_maintenance": true, "cloudflare_ready_upgrade": false }, "fit_summary": "Strong replacement candidate with overlapping indexed use cases.", "adoption_notes": [ "Same category, so it can be evaluated as a direct functional substitute.", "Deployment overlap: local, cloud.", "Shared dependency context: llm-provider." ], "replacement_risk": "low" }, { "project_id": "off-grid-ai/OGAD", "repo": "off-grid-ai/OGAD", "name": "OGAD", "github_url": "https://github.com/off-grid-ai/OGAD", "homepage_url": "https://getoffgridai.co/pro/", "language": "TypeScript", "license": "AGPL-3.0", "project_kind": "project", "category": [ "llm_gateway" ], "tags": [ "electron", "gguf", "image-generation", "llama-cpp", "llm", "local-ai", "local-first", "local-llm", "mcp", "offline", "on-device", "openai-compatible", "privacy", "react", "stable-diffusion", "typescript", "whisper" ], "description": "Off Grid AI — private, on-device AI. Run open models (text, vision, image, voice) locally through one OpenAI-compatible gateway. No cloud, no accounts, no API keys.", "overview": "Use off-grid-ai/OGAD when the user needs a llm gateway project with library-only, local, cloud deployment options.", "alternatives": [ { "repo": "Hal0ai/hal0", "reason": "Same llm gateway intent with llm_gateway overlap." }, { "repo": "frieser/antigravity-proxy", "reason": "Same llm gateway intent with llm_gateway overlap." }, { "repo": "Devansh-365/freellm", "reason": "Same llm gateway intent with llm_gateway overlap." } ], "related": [], "dependencies": [ "MCP", "LLM provider" ], "deployments": [ "library_only", "local", "cloud" ], "difficulty": "beginner", "cloudflare_ready": false, "use_cases": [ "route LLM requests", "standardize model provider access", "add gateway-level controls" ], "not_good_for": [ "edge-only Cloudflare Workers deployment without adaptation", "users expecting a complete hosted product" ], "classification": { "category": { "confidence": "medium", "evidence": [ "Matched \"gateway\" in metadata." ] }, "deployment": { "confidence": "high", "evidence": [ "Matched \"npm install\" in repository content.", "Matched \"library\" in repository content.", "Local usage is assumed for open source repositories unless contradicted." ] }, "difficulty": { "confidence": "medium", "evidence": [ "Repository has under 10k stars, so complexity is treated conservatively." ] }, "cloudflare_ready": { "confidence": "high", "evidence": [ "Runtime blocker: python.", "No Cloudflare deployment signal detected.", "No wrangler.toml found in inspected repository files." ] } }, "quality_signals": { "stars": 57, "recent_commits": 100, "contributors": 5, "issue_response_time_hours": null, "release_frequency_180d": 63 }, "quality_signal_confidence": { "stars_30d_delta": "snapshot", "stars30d_window_days": 25, "commits_30d": "partial", "releases_180d": "complete", "contributors_90d": "complete" }, "quality_score": 30, "agent_score": 64, "score": 80, "agent_score_breakdown": { "documentation": 90, "maintenance": 57, "deployment": 80, "popularity": 35, "community": 50 }, "git_top_score": 80, "git_top_score_breakdown": { "community": 75, "maintenance": 71, "documentation": 84, "stability": 100, "adoption": 51, "agent_readability": 100 }, "summary": { "tl_dr": "Use off-grid-ai/OGAD when the user needs a llm gateway project with library-only, local, cloud deployment options.", "purpose": "Use off-grid-ai/OGAD when the user needs a llm gateway project with library-only, local, cloud deployment options.", "install": "Install as a library or package using the repository instructions.", "inputs": [ "model requests", "routing config", "provider credentials" ], "outputs": [ "proxied completions", "routed responses", "usage metrics" ], "good_for": [ "route LLM requests", "standardize model provider access", "add gateway-level controls", "model routing", "provider abstraction", "LLM proxying" ], "not_good_for": [ "edge-only Cloudflare Workers deployment without adaptation", "users expecting a complete hosted product", "local-only inference", "non-LLM services" ], "deployment": [ "library_only", "local", "cloud" ], "alternatives": [ { "repo": "Hal0ai/hal0", "reason": "Same llm gateway intent with llm_gateway overlap." }, { "repo": "frieser/antigravity-proxy", "reason": "Same llm gateway intent with llm_gateway overlap." }, { "repo": "Devansh-365/freellm", "reason": "Same llm gateway intent with llm_gateway overlap." } ] }, "evidence": { "classification": { "category": { "confidence": "medium", "evidence": [ "Matched \"gateway\" in metadata." ] }, "deployment": { "confidence": "high", "evidence": [ "Matched \"npm install\" in repository content.", "Matched \"library\" in repository content.", "Local usage is assumed for open source repositories unless contradicted." ] }, "difficulty": { "confidence": "medium", "evidence": [ "Repository has under 10k stars, so complexity is treated conservatively." ] }, "cloudflare_ready": { "confidence": "high", "evidence": [ "Runtime blocker: python.", "No Cloudflare deployment signal detected.", "No wrangler.toml found in inspected repository files." ] } }, "quality_signal_confidence": { "stars_30d_delta": "snapshot", "stars30d_window_days": 25, "commits_30d": "partial", "releases_180d": "complete", "contributors_90d": "complete" }, "source_fields": [ "project.description", "project.topics", "project.language", "project.license", "agent_card.summary_for_agent", "agent_card.use_cases", "agent_card.deployment", "agent_card.classification", "metrics", "alternative.match_signals", "alternative.similarity_score", "alternative.replacement_type" ], "caveats": [ "Same category, so it can be evaluated as a direct functional substitute.", "Deployment overlap: local, cloud.", "Shared dependency context: llm-provider.", "Language changes to TypeScript; migration cost may be higher.", "edge-only Cloudflare Workers deployment without adaptation", "users expecting a complete hosted product", "Partial or estimated quality signals: commits30d." ], "confidence_reason": "Low replacement risk: 82/100 similarity with category or use-case overlap.", "last_verified_at": "2026-08-10T13:47:04.531Z" }, "caveats": [ "Same category, so it can be evaluated as a direct functional substitute.", "Deployment overlap: local, cloud.", "Shared dependency context: llm-provider.", "Language changes to TypeScript; migration cost may be higher.", "edge-only Cloudflare Workers deployment without adaptation", "users expecting a complete hosted product", "Partial or estimated quality signals: commits30d." ], "confidence_reason": "Low replacement risk: 82/100 similarity with category or use-case overlap.", "source_fields": [ "project.description", "project.topics", "project.language", "project.license", "agent_card.summary_for_agent", "agent_card.use_cases", "agent_card.deployment", "agent_card.classification", "metrics", "alternative.match_signals", "alternative.similarity_score", "alternative.replacement_type" ], "last_verified_at": "2026-08-10T13:47:04.531Z", "similarity_score": 82, "alternative_reason": "Same llm gateway intent with llm_gateway overlap.", "replacement_type": "same_use_case", "match_signals": { "explicit": false, "shared_category": true, "shared_deployments": [ "local", "cloud" ], "shared_use_cases": [ "route LLM requests", "standardize model provider access", "add gateway-level controls" ], "shared_topics": [], "intent_overlap": [ "llm_gateway" ], "dependency_overlap": [ "llm-provider" ], "same_language": false, "stronger_maintenance": true, "cloudflare_ready_upgrade": false }, "fit_summary": "Strong replacement candidate with overlapping indexed use cases.", "adoption_notes": [ "Same category, so it can be evaluated as a direct functional substitute.", "Deployment overlap: local, cloud.", "Shared dependency context: llm-provider.", "Language changes to TypeScript; migration cost may be higher." ], "replacement_risk": "low" } ], "metadata": { "source": "d1", "reason": "d1_query", "project_count": 1057, "generated_at": "2026-08-11T05:25:27.093Z", "snapshot_id": "d1:1057:2026-08-11T04:00:41.537Z", "latest_synced_at": "2026-08-11T04:00:41.537Z", "schema_version": "git-top.knowledge.v1", "loaded_project_limit": 2000, "truncated": false } }