{"adoption": {"forks": 133, "observed_at": "2026-09-03T02:15:05.857075+00:00", "stars": 1073}, "canonical_url": "https://ross.abutalabs.com/products/queryweaver", "card": {"archived": false, "artifact_type": "application", "description": "An open-source Text2SQL tool that transforms natural language into SQL using graph-powered schema understanding. Ask your database questions in plain English, QueryWeaver handles the weaving.", "domain": ["databases", "large-language-models", "developer-tools", "self-hosted"], "enriched": true, "function": ["nlp", "llm-inference", "database", "api-framework", "mcp", "rag"], "health_score": 100, "homepage": "https://app.queryweaver.ai", "language": "Python", "license": "AGPL-3.0", "license_family": "copyleft", "maturity": "active", "member_repos": ["FalkorDB/QueryWeaver"], "name": "FalkorDB/QueryWeaver", "platform": ["python", "self-hosted", "cross-platform"], "pushed_at": "2026-09-02T09:07:06+00:00", "repo": "FalkorDB/QueryWeaver", "stars": 1073, "tags": ["text2sql", "natural-language-to-sql", "graph-schema", "falkordb", "semantic-layer", "fastapi", "sql-generation", "natural-language-processing", "docker", "web-server"], "topics": ["falkordb", "semantic-layer", "text2sql"], "urls": [], "use_cases": ["ask database questions in plain English", "convert natural language to SQL queries", "text-to-SQL for enterprise databases", "let non-technical users query a SQL database", "expose a database chat interface via MCP", "self-host a natural language SQL assistant"], "what_it_is": "QueryWeaver is an open-source Text2SQL tool that converts plain-English questions into SQL queries using graph-powered schema understanding. It is offered as a self-hostable FastAPI application (Docker or PyPI) with a REST API, MCP support, and a web UI, backed by multiple LLM providers.", "when_to_avoid": ["you need a lightweight in-process library rather than a deployed service", "you cannot expose your database schema to an external LLM provider", "AGPL-3.0 licensing is incompatible with your usage", "you need guaranteed-correct SQL without LLM hallucination risk"], "when_to_choose": ["you want an open-source, self-hostable Text2SQL service", "you need REST API or MCP access to natural-language SQL generation", "your schema is complex and benefits from graph-based schema understanding", "you want to use different LLM providers (OpenAI, Gemini, Anthropic, Azure)"]}, "data_as_of": "2026-08-30T08:39:29.467469+00:00", "members": [{"path": "/products/queryweaver", "repo": "FalkorDB/QueryWeaver", "role": "main", "score": 85}], "provenance": {"archived": {"kind": "observed", "observed_at": "2026-09-03T02:15:05.857075+00:00", "source": "github"}, "artifact_type": {"confidence": null, "enriched_at": "2026-08-30T06:53:59.246483+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "573eb4b9a13c805a5616fcb83797cd283351f4188d4bde659a78b0b00e62c012", "fetched_at": "2026-09-03T02:15:05.857075+00:00", "kind": "readme", "missing": false, "url": "https://github.com/FalkorDB/QueryWeaver"}, {"content_hash": "5f8dbf00b0f37684d3215c6e28ef638e165391b8231727408e86e0de74bfa989", "fetched_at": "2026-08-29T12:56:22.742761+00:00", "kind": "homepage", "missing": false, "url": "https://app.queryweaver.ai"}, {"content_hash": "f083a54e9c9f9f7721fd973405c48d0b7e2280ae8b9b98a994bf56c88b1361a9", "fetched_at": "2026-08-29T12:56:22.745358+00:00", "kind": "registry_pypi", "missing": false, "url": "https://pypi.org/pypi/queryweaver/json"}], "taxonomy_version": 1}, "description": {"kind": "observed", "observed_at": "2026-09-03T02:15:05.857075+00:00", "source": "github"}, "domain": {"confidence": null, "enriched_at": "2026-08-30T06:53:59.246483+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "573eb4b9a13c805a5616fcb83797cd283351f4188d4bde659a78b0b00e62c012", "fetched_at": "2026-09-03T02:15:05.857075+00:00", "kind": "readme", "missing": false, "url": "https://github.com/FalkorDB/QueryWeaver"}, {"content_hash": "5f8dbf00b0f37684d3215c6e28ef638e165391b8231727408e86e0de74bfa989", "fetched_at": "2026-08-29T12:56:22.742761+00:00", "kind": "homepage", "missing": false, "url": "https://app.queryweaver.ai"}, {"content_hash": "f083a54e9c9f9f7721fd973405c48d0b7e2280ae8b9b98a994bf56c88b1361a9", "fetched_at": "2026-08-29T12:56:22.745358+00:00", "kind": "registry_pypi", "missing": false, "url": "https://pypi.org/pypi/queryweaver/json"}], "taxonomy_version": 1}, "enriched": {"inputs": [], "kind": "computed", "method": "enrichment_status"}, "function": {"confidence": null, "enriched_at": "2026-08-30T06:53:59.246483+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "573eb4b9a13c805a5616fcb83797cd283351f4188d4bde659a78b0b00e62c012", "fetched_at": "2026-09-03T02:15:05.857075+00:00", "kind": "readme", "missing": false, "url": "https://github.com/FalkorDB/QueryWeaver"}, {"content_hash": "5f8dbf00b0f37684d3215c6e28ef638e165391b8231727408e86e0de74bfa989", "fetched_at": "2026-08-29T12:56:22.742761+00:00", "kind": "homepage", "missing": false, "url": "https://app.queryweaver.ai"}, {"content_hash": "f083a54e9c9f9f7721fd973405c48d0b7e2280ae8b9b98a994bf56c88b1361a9", "fetched_at": "2026-08-29T12:56:22.745358+00:00", "kind": "registry_pypi", "missing": false, "url": "https://pypi.org/pypi/queryweaver/json"}], "taxonomy_version": 1}, "health_score": {"inputs": ["days_since_push", "days_since_release", "archived"], "kind": "computed", "method": "health_v1"}, "homepage": {"kind": "observed", "observed_at": "2026-09-03T02:15:05.857075+00:00", "source": "github"}, "language": {"kind": "observed", "observed_at": "2026-09-03T02:15:05.857075+00:00", "source": "github"}, "license": {"kind": "observed", "observed_at": "2026-09-03T02:15:05.857075+00:00", "source": "github"}, "license_family": {"inputs": ["license"], "kind": "computed", "method": "license_family"}, "maturity": {"confidence": null, "enriched_at": "2026-08-30T06:53:59.246483+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "573eb4b9a13c805a5616fcb83797cd283351f4188d4bde659a78b0b00e62c012", "fetched_at": "2026-09-03T02:15:05.857075+00:00", "kind": "readme", "missing": false, "url": "https://github.com/FalkorDB/QueryWeaver"}, {"content_hash": "5f8dbf00b0f37684d3215c6e28ef638e165391b8231727408e86e0de74bfa989", "fetched_at": "2026-08-29T12:56:22.742761+00:00", "kind": "homepage", "missing": false, "url": "https://app.queryweaver.ai"}, {"content_hash": "f083a54e9c9f9f7721fd973405c48d0b7e2280ae8b9b98a994bf56c88b1361a9", "fetched_at": "2026-08-29T12:56:22.745358+00:00", "kind": "registry_pypi", "missing": false, "url": "https://pypi.org/pypi/queryweaver/json"}], "taxonomy_version": 1}, "member_repos": {"kind": "observed", "observed_at": "2026-09-03T02:15:05.857075+00:00", "source": "github"}, "name": {"kind": "observed", "observed_at": "2026-09-03T02:15:05.857075+00:00", "source": "github"}, "platform": {"confidence": null, "enriched_at": "2026-08-30T06:53:59.246483+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "573eb4b9a13c805a5616fcb83797cd283351f4188d4bde659a78b0b00e62c012", "fetched_at": "2026-09-03T02:15:05.857075+00:00", "kind": "readme", "missing": false, "url": "https://github.com/FalkorDB/QueryWeaver"}, {"content_hash": "5f8dbf00b0f37684d3215c6e28ef638e165391b8231727408e86e0de74bfa989", "fetched_at": "2026-08-29T12:56:22.742761+00:00", "kind": "homepage", "missing": false, "url": "https://app.queryweaver.ai"}, {"content_hash": "f083a54e9c9f9f7721fd973405c48d0b7e2280ae8b9b98a994bf56c88b1361a9", "fetched_at": "2026-08-29T12:56:22.745358+00:00", "kind": "registry_pypi", "missing": false, "url": "https://pypi.org/pypi/queryweaver/json"}], "taxonomy_version": 1}, "pushed_at": {"kind": "observed", "observed_at": "2026-09-03T02:15:05.857075+00:00", "source": "github"}, "repo": {"kind": "observed", "observed_at": "2026-09-03T02:15:05.857075+00:00", "source": "github"}, "stars": {"kind": "observed", "observed_at": "2026-09-03T02:15:05.857075+00:00", "source": "github"}, "tags": {"confidence": null, "enriched_at": "2026-08-30T06:53:59.246483+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "573eb4b9a13c805a5616fcb83797cd283351f4188d4bde659a78b0b00e62c012", "fetched_at": "2026-09-03T02:15:05.857075+00:00", "kind": "readme", "missing": false, "url": "https://github.com/FalkorDB/QueryWeaver"}, {"content_hash": "5f8dbf00b0f37684d3215c6e28ef638e165391b8231727408e86e0de74bfa989", "fetched_at": "2026-08-29T12:56:22.742761+00:00", "kind": "homepage", "missing": false, "url": "https://app.queryweaver.ai"}, {"content_hash": "f083a54e9c9f9f7721fd973405c48d0b7e2280ae8b9b98a994bf56c88b1361a9", "fetched_at": "2026-08-29T12:56:22.745358+00:00", "kind": "registry_pypi", "missing": false, "url": "https://pypi.org/pypi/queryweaver/json"}], "taxonomy_version": 1}, "topics": {"kind": "observed", "observed_at": "2026-09-03T02:15:05.857075+00:00", "source": "github"}, "urls": {"kind": "observed", "observed_at": "2026-09-03T02:15:05.857075+00:00", "source": "github"}, "use_cases": {"confidence": null, "enriched_at": "2026-08-30T06:53:59.246483+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "573eb4b9a13c805a5616fcb83797cd283351f4188d4bde659a78b0b00e62c012", "fetched_at": "2026-09-03T02:15:05.857075+00:00", "kind": "readme", "missing": false, "url": "https://github.com/FalkorDB/QueryWeaver"}, {"content_hash": "5f8dbf00b0f37684d3215c6e28ef638e165391b8231727408e86e0de74bfa989", "fetched_at": "2026-08-29T12:56:22.742761+00:00", "kind": "homepage", "missing": false, "url": "https://app.queryweaver.ai"}, {"content_hash": "f083a54e9c9f9f7721fd973405c48d0b7e2280ae8b9b98a994bf56c88b1361a9", "fetched_at": "2026-08-29T12:56:22.745358+00:00", "kind": "registry_pypi", "missing": false, "url": "https://pypi.org/pypi/queryweaver/json"}], "taxonomy_version": 1}, "what_it_is": {"confidence": null, "enriched_at": "2026-08-30T06:53:59.246483+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "573eb4b9a13c805a5616fcb83797cd283351f4188d4bde659a78b0b00e62c012", "fetched_at": "2026-09-03T02:15:05.857075+00:00", "kind": "readme", "missing": false, "url": "https://github.com/FalkorDB/QueryWeaver"}, {"content_hash": "5f8dbf00b0f37684d3215c6e28ef638e165391b8231727408e86e0de74bfa989", "fetched_at": "2026-08-29T12:56:22.742761+00:00", "kind": "homepage", "missing": false, "url": "https://app.queryweaver.ai"}, {"content_hash": "f083a54e9c9f9f7721fd973405c48d0b7e2280ae8b9b98a994bf56c88b1361a9", "fetched_at": "2026-08-29T12:56:22.745358+00:00", "kind": "registry_pypi", "missing": false, "url": "https://pypi.org/pypi/queryweaver/json"}], "taxonomy_version": 1}, "when_to_avoid": {"confidence": null, "enriched_at": "2026-08-30T06:53:59.246483+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "573eb4b9a13c805a5616fcb83797cd283351f4188d4bde659a78b0b00e62c012", "fetched_at": "2026-09-03T02:15:05.857075+00:00", "kind": "readme", "missing": false, "url": "https://github.com/FalkorDB/QueryWeaver"}, {"content_hash": "5f8dbf00b0f37684d3215c6e28ef638e165391b8231727408e86e0de74bfa989", "fetched_at": "2026-08-29T12:56:22.742761+00:00", "kind": "homepage", "missing": false, "url": "https://app.queryweaver.ai"}, {"content_hash": "f083a54e9c9f9f7721fd973405c48d0b7e2280ae8b9b98a994bf56c88b1361a9", "fetched_at": "2026-08-29T12:56:22.745358+00:00", "kind": "registry_pypi", "missing": false, "url": "https://pypi.org/pypi/queryweaver/json"}], "taxonomy_version": 1}, "when_to_choose": {"confidence": null, "enriched_at": "2026-08-30T06:53:59.246483+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "573eb4b9a13c805a5616fcb83797cd283351f4188d4bde659a78b0b00e62c012", "fetched_at": "2026-09-03T02:15:05.857075+00:00", "kind": "readme", "missing": false, "url": "https://github.com/FalkorDB/QueryWeaver"}, {"content_hash": "5f8dbf00b0f37684d3215c6e28ef638e165391b8231727408e86e0de74bfa989", "fetched_at": "2026-08-29T12:56:22.742761+00:00", "kind": "homepage", "missing": false, "url": "https://app.queryweaver.ai"}, {"content_hash": "f083a54e9c9f9f7721fd973405c48d0b7e2280ae8b9b98a994bf56c88b1361a9", "fetched_at": "2026-08-29T12:56:22.745358+00:00", "kind": "registry_pypi", "missing": false, "url": "https://pypi.org/pypi/queryweaver/json"}], "taxonomy_version": 1}}, "score": {"components": {"activity": 100, "longevity": 28, "rhythm": 98}, "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": 402, "days_push": 0, "days_rel": 15, "gap_med": 4, "n_releases_24m": 16}, "score": 85, "version": 2}, "staleness": {"enrichment_outdated": false, "low_confidence": false, "scrape_days": 3, "stale_scrape": false}}