{"adoption": {"forks": 2753, "observed_at": "2026-08-28T04:09:55.788323+00:00", "stars": 7090}, "canonical_url": "https://ross.abutalabs.com/products/rocketride-server", "card": {"archived": false, "artifact_type": "framework", "description": "High-performance AI pipeline engine with a C++ core and 50+ Python-extensible nodes. Build, debug, and scale LLM workflows with 13+ model providers, 8+ vector databases, and agent orchestration, all from your IDE. Includes VS Code extension, TypeScript/Python SDKs, and Docker deployment.", "domain": ["artificial-intelligence", "large-language-models", "machine-learning", "developer-tools", "self-hosted"], "enriched": true, "function": ["etl", "rag", "agent-framework", "llm-inference", "machine-learning", "nlp", "ocr", "vector-database", "workflow-automation", "mcp", "developer-tools"], "health_score": 100, "homepage": null, "language": "Python", "license": "MIT", "license_family": "permissive", "maturity": "active", "member_repos": ["rocketride-org/rocketride-server"], "name": "rocketride-org/rocketride-server", "platform": ["self-hosted", "python", "cpp", "editor-plugin", "cli", "cross-platform"], "pushed_at": "2026-08-26T21:26:43+00:00", "repo": "rocketride-org/rocketride-server", "stars": 7090, "tags": ["ai-pipeline", "aide", "vscode-extension", "data-pipeline", "llm-workflows", "vector-search", "-pipelines", "sdk", "retrieval-augmented-generation", "ai-agents", "data-engineering", "docker", "nodejs"], "topics": ["ai", "cpp", "data-pipeline", "data-processing", "machine-learning", "mcp", "python", "sdk", "typescript", "vscode-extension"], "urls": [], "use_cases": ["build and debug LLM workflows from my IDE", "orchestrate AI agents with multiple model providers", "run RAG pipelines with vector databases on my own infrastructure", "process documents with OCR and NER in a data pipeline", "deploy production AI pipelines with Docker", "visually compose AI pipelines in VS Code", "connect AI tools to my editor via MCP"], "what_it_is": "RocketRide is an open-source AI pipeline engine with a high-throughput C++ runtime and 100+ Python-extensible nodes for building, debugging, and deploying LLM and ML workflows. It integrates with your IDE via a VS Code extension, offers TypeScript/Python SDKs and an MCP server, and runs entirely on your own infrastructure with Docker deployment.", "when_to_avoid": ["you only need a simple single-model LLM API wrapper", "you prefer fully managed cloud AI orchestration without self-hosting", "your stack is limited to pure Python and a C++ runtime is unnecessary overhead"], "when_to_choose": ["you need a self-hosted, vendor-neutral AI pipeline runtime with deep observability", "you want to build, debug, and deploy LLM workflows without leaving your IDE", "you need high-throughput data processing for AI/ML workloads with a C++ core", "you want broad model provider and vector database support in one engine"]}, "data_as_of": "2026-08-30T08:39:29.467469+00:00", "members": [{"path": "/products/rocketride-server", "repo": "rocketride-org/rocketride-server", "role": "main", "score": 80}], "provenance": {"archived": {"kind": "observed", "observed_at": "2026-08-28T04:09:55.788323+00:00", "source": "github"}, "artifact_type": {"confidence": null, "enriched_at": "2026-08-29T17:40:10.383173+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "edc0dabb9200629b3cf541fa0f3742d2fdcc968df8ceff4c739a135e0ec9aaf9", "fetched_at": "2026-08-28T04:09:55.788323+00:00", "kind": "readme", "missing": false, "url": "https://github.com/rocketride-org/rocketride-server"}], "taxonomy_version": 1}, "description": {"kind": "observed", "observed_at": "2026-08-28T04:09:55.788323+00:00", "source": "github"}, "domain": {"confidence": null, "enriched_at": "2026-08-29T17:40:10.383173+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "edc0dabb9200629b3cf541fa0f3742d2fdcc968df8ceff4c739a135e0ec9aaf9", "fetched_at": "2026-08-28T04:09:55.788323+00:00", "kind": "readme", "missing": false, "url": "https://github.com/rocketride-org/rocketride-server"}], "taxonomy_version": 1}, "enriched": {"inputs": [], "kind": "computed", "method": "enrichment_status"}, "function": {"confidence": null, "enriched_at": "2026-08-29T17:40:10.383173+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "edc0dabb9200629b3cf541fa0f3742d2fdcc968df8ceff4c739a135e0ec9aaf9", "fetched_at": "2026-08-28T04:09:55.788323+00:00", "kind": "readme", "missing": false, "url": "https://github.com/rocketride-org/rocketride-server"}], "taxonomy_version": 1}, "health_score": {"inputs": ["days_since_push", "days_since_release", "archived"], "kind": "computed", "method": "health_v1"}, "homepage": {"kind": "observed", "observed_at": "2026-08-28T04:09:55.788323+00:00", "source": "github"}, "language": {"kind": "observed", "observed_at": "2026-08-28T04:09:55.788323+00:00", "source": "github"}, "license": {"kind": "observed", "observed_at": "2026-08-28T04:09:55.788323+00:00", "source": "github"}, "license_family": {"inputs": ["license"], "kind": "computed", "method": "license_family"}, "maturity": {"confidence": null, "enriched_at": "2026-08-29T17:40:10.383173+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "edc0dabb9200629b3cf541fa0f3742d2fdcc968df8ceff4c739a135e0ec9aaf9", "fetched_at": "2026-08-28T04:09:55.788323+00:00", "kind": "readme", "missing": false, "url": "https://github.com/rocketride-org/rocketride-server"}], "taxonomy_version": 1}, "member_repos": {"kind": "observed", "observed_at": "2026-08-28T04:09:55.788323+00:00", "source": "github"}, "name": {"kind": "observed", "observed_at": "2026-08-28T04:09:55.788323+00:00", "source": "github"}, "platform": {"confidence": null, "enriched_at": "2026-08-29T17:40:10.383173+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "edc0dabb9200629b3cf541fa0f3742d2fdcc968df8ceff4c739a135e0ec9aaf9", "fetched_at": "2026-08-28T04:09:55.788323+00:00", "kind": "readme", "missing": false, "url": "https://github.com/rocketride-org/rocketride-server"}], "taxonomy_version": 1}, "pushed_at": {"kind": "observed", "observed_at": "2026-08-28T04:09:55.788323+00:00", "source": "github"}, "repo": {"kind": "observed", "observed_at": "2026-08-28T04:09:55.788323+00:00", "source": "github"}, "stars": {"kind": "observed", "observed_at": "2026-08-28T04:09:55.788323+00:00", "source": "github"}, "tags": {"confidence": null, "enriched_at": "2026-08-29T17:40:10.383173+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "edc0dabb9200629b3cf541fa0f3742d2fdcc968df8ceff4c739a135e0ec9aaf9", "fetched_at": "2026-08-28T04:09:55.788323+00:00", "kind": "readme", "missing": false, "url": "https://github.com/rocketride-org/rocketride-server"}], "taxonomy_version": 1}, "topics": {"kind": "observed", "observed_at": "2026-08-28T04:09:55.788323+00:00", "source": "github"}, "urls": {"kind": "observed", "observed_at": "2026-08-28T04:09:55.788323+00:00", "source": "github"}, "use_cases": {"confidence": null, "enriched_at": "2026-08-29T17:40:10.383173+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "edc0dabb9200629b3cf541fa0f3742d2fdcc968df8ceff4c739a135e0ec9aaf9", "fetched_at": "2026-08-28T04:09:55.788323+00:00", "kind": "readme", "missing": false, "url": "https://github.com/rocketride-org/rocketride-server"}], "taxonomy_version": 1}, "what_it_is": {"confidence": null, "enriched_at": "2026-08-29T17:40:10.383173+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "edc0dabb9200629b3cf541fa0f3742d2fdcc968df8ceff4c739a135e0ec9aaf9", "fetched_at": "2026-08-28T04:09:55.788323+00:00", "kind": "readme", "missing": false, "url": "https://github.com/rocketride-org/rocketride-server"}], "taxonomy_version": 1}, "when_to_avoid": {"confidence": null, "enriched_at": "2026-08-29T17:40:10.383173+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "edc0dabb9200629b3cf541fa0f3742d2fdcc968df8ceff4c739a135e0ec9aaf9", "fetched_at": "2026-08-28T04:09:55.788323+00:00", "kind": "readme", "missing": false, "url": "https://github.com/rocketride-org/rocketride-server"}], "taxonomy_version": 1}, "when_to_choose": {"confidence": null, "enriched_at": "2026-08-29T17:40:10.383173+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "edc0dabb9200629b3cf541fa0f3742d2fdcc968df8ceff4c739a135e0ec9aaf9", "fetched_at": "2026-08-28T04:09:55.788323+00:00", "kind": "readme", "missing": false, "url": "https://github.com/rocketride-org/rocketride-server"}], "taxonomy_version": 1}}, "score": {"components": {"activity": 99, "longevity": 14, "rhythm": 92}, "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": 203, "days_push": 7, "days_rel": 57, "gap_med": 0, "n_releases_24m": 44}, "score": 80, "version": 2}, "staleness": {"enrichment_outdated": false, "low_confidence": false, "scrape_days": 9, "stale_scrape": false}}