{"adoption": {"forks": 156, "observed_at": "2026-08-28T04:05:07.148329+00:00", "stars": 1582}, "canonical_url": "https://ross.abutalabs.com/products/textsql", "card": {"archived": false, "artifact_type": "application", "description": null, "domain": ["databases", "artificial-intelligence", "data-science", "analytics"], "enriched": true, "function": ["nlp", "llm-inference", "database", "data-visualization"], "health_score": 20, "homepage": "https://censusgpt.com", "language": "JavaScript", "license": "MIT", "license_family": "permissive", "maturity": "abandoned", "member_repos": ["caesarHQ/textSQL"], "name": "caesarHQ/textSQL", "platform": [], "pushed_at": "2023-10-20T18:17:35+00:00", "repo": "caesarHQ/textSQL", "stars": 1582, "tags": ["text-to-sql", "natural-language-interface", "gpt", "census-data", "open-data", "chatgpt-for-data", "natural-language-processing", "nodejs", "web-server", "javascript"], "topics": [], "urls": [], "use_cases": ["query a database using plain english", "convert natural language questions to sql", "build a chatgpt-style interface for public data", "let non-technical users analyze census data", "ask questions about city crime and income data", "text to sql for a postgres database"], "what_it_is": "textSQL is an open-source project that converts natural language questions into SQL queries using GPT-3.5, letting users query databases without knowing SQL. It powers demo applications like CensusGPT and SanFranciscoGPT, which provide natural language interfaces to US census and San Francisco city data.", "when_to_avoid": ["you need an actively maintained or supported text-to-SQL product", "you want production-grade security for arbitrary SQL generation on sensitive data", "you need visualization beyond basic zip-code and city maps", "you prefer a maintained alternative, since the creators have moved on to Julius.ai"], "when_to_choose": ["you want a natural language question-answering layer over a structured database", "you are building a public-data exploration tool like CensusGPT", "you need a reference implementation of LLM-powered text-to-SQL"]}, "data_as_of": "2026-08-30T08:39:29.467469+00:00", "members": [{"path": "/products/textsql", "repo": "caesarHQ/textSQL", "role": "main", "score": 30}], "provenance": {"archived": {"kind": "observed", "observed_at": "2026-08-28T04:05:07.148329+00:00", "source": "github"}, "artifact_type": {"confidence": null, "enriched_at": "2026-08-30T03:56:10.742441+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "d98615acadfa090d3c46f6dd80e5e0eedb14542274ff33207b7f090324f88d68", "fetched_at": "2026-08-28T04:05:07.148329+00:00", "kind": "readme", "missing": false, "url": "https://github.com/caesarHQ/textSQL"}, {"content_hash": "2b0a0177691027afdc2c02bbebaf9545cdb41c6726bdfb8ccf994cd5f1576499", "fetched_at": "2026-08-29T11:26:45.045508+00:00", "kind": "homepage", "missing": false, "url": "https://censusgpt.com"}], "taxonomy_version": 1}, "description": {"kind": "observed", "observed_at": "2026-08-28T04:05:07.148329+00:00", "source": "github"}, "domain": {"confidence": null, "enriched_at": "2026-08-30T03:56:10.742441+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "d98615acadfa090d3c46f6dd80e5e0eedb14542274ff33207b7f090324f88d68", "fetched_at": "2026-08-28T04:05:07.148329+00:00", "kind": "readme", "missing": false, "url": "https://github.com/caesarHQ/textSQL"}, {"content_hash": "2b0a0177691027afdc2c02bbebaf9545cdb41c6726bdfb8ccf994cd5f1576499", "fetched_at": "2026-08-29T11:26:45.045508+00:00", "kind": "homepage", "missing": false, "url": "https://censusgpt.com"}], "taxonomy_version": 1}, "enriched": {"inputs": [], "kind": "computed", "method": "enrichment_status"}, "function": {"confidence": null, "enriched_at": "2026-08-30T03:56:10.742441+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "d98615acadfa090d3c46f6dd80e5e0eedb14542274ff33207b7f090324f88d68", "fetched_at": "2026-08-28T04:05:07.148329+00:00", "kind": "readme", "missing": false, "url": "https://github.com/caesarHQ/textSQL"}, {"content_hash": "2b0a0177691027afdc2c02bbebaf9545cdb41c6726bdfb8ccf994cd5f1576499", "fetched_at": "2026-08-29T11:26:45.045508+00:00", "kind": "homepage", "missing": false, "url": "https://censusgpt.com"}], "taxonomy_version": 1}, "health_score": {"inputs": ["days_since_push", "days_since_release", "archived"], "kind": "computed", "method": "health_v1"}, "homepage": {"kind": "observed", "observed_at": "2026-08-28T04:05:07.148329+00:00", "source": "github"}, "language": {"kind": "observed", "observed_at": "2026-08-28T04:05:07.148329+00:00", "source": "github"}, "license": {"kind": "observed", "observed_at": "2026-08-28T04:05:07.148329+00:00", "source": "github"}, "license_family": {"inputs": ["license"], "kind": "computed", "method": "license_family"}, "maturity": {"confidence": null, "enriched_at": "2026-08-30T03:56:10.742441+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "d98615acadfa090d3c46f6dd80e5e0eedb14542274ff33207b7f090324f88d68", "fetched_at": "2026-08-28T04:05:07.148329+00:00", "kind": "readme", "missing": false, "url": "https://github.com/caesarHQ/textSQL"}, {"content_hash": "2b0a0177691027afdc2c02bbebaf9545cdb41c6726bdfb8ccf994cd5f1576499", "fetched_at": "2026-08-29T11:26:45.045508+00:00", "kind": "homepage", "missing": false, "url": "https://censusgpt.com"}], "taxonomy_version": 1}, "member_repos": {"kind": "observed", "observed_at": "2026-08-28T04:05:07.148329+00:00", "source": "github"}, "name": {"kind": "observed", "observed_at": "2026-08-28T04:05:07.148329+00:00", "source": "github"}, "platform": {"confidence": null, "enriched_at": "2026-08-30T03:56:10.742441+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "d98615acadfa090d3c46f6dd80e5e0eedb14542274ff33207b7f090324f88d68", "fetched_at": "2026-08-28T04:05:07.148329+00:00", "kind": "readme", "missing": false, "url": "https://github.com/caesarHQ/textSQL"}, {"content_hash": "2b0a0177691027afdc2c02bbebaf9545cdb41c6726bdfb8ccf994cd5f1576499", "fetched_at": "2026-08-29T11:26:45.045508+00:00", "kind": "homepage", "missing": false, "url": "https://censusgpt.com"}], "taxonomy_version": 1}, "pushed_at": {"kind": "observed", "observed_at": "2026-08-28T04:05:07.148329+00:00", "source": "github"}, "repo": {"kind": "observed", "observed_at": "2026-08-28T04:05:07.148329+00:00", "source": "github"}, "stars": {"kind": "observed", "observed_at": "2026-08-28T04:05:07.148329+00:00", "source": "github"}, "tags": {"confidence": null, "enriched_at": "2026-08-30T03:56:10.742441+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "d98615acadfa090d3c46f6dd80e5e0eedb14542274ff33207b7f090324f88d68", "fetched_at": "2026-08-28T04:05:07.148329+00:00", "kind": "readme", "missing": false, "url": "https://github.com/caesarHQ/textSQL"}, {"content_hash": "2b0a0177691027afdc2c02bbebaf9545cdb41c6726bdfb8ccf994cd5f1576499", "fetched_at": "2026-08-29T11:26:45.045508+00:00", "kind": "homepage", "missing": false, "url": "https://censusgpt.com"}], "taxonomy_version": 1}, "topics": {"kind": "observed", "observed_at": "2026-08-28T04:05:07.148329+00:00", "source": "github"}, "urls": {"kind": "observed", "observed_at": "2026-08-28T04:05:07.148329+00:00", "source": "github"}, "use_cases": {"confidence": null, "enriched_at": "2026-08-30T03:56:10.742441+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "d98615acadfa090d3c46f6dd80e5e0eedb14542274ff33207b7f090324f88d68", "fetched_at": "2026-08-28T04:05:07.148329+00:00", "kind": "readme", "missing": false, "url": "https://github.com/caesarHQ/textSQL"}, {"content_hash": "2b0a0177691027afdc2c02bbebaf9545cdb41c6726bdfb8ccf994cd5f1576499", "fetched_at": "2026-08-29T11:26:45.045508+00:00", "kind": "homepage", "missing": false, "url": "https://censusgpt.com"}], "taxonomy_version": 1}, "what_it_is": {"confidence": null, "enriched_at": "2026-08-30T03:56:10.742441+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "d98615acadfa090d3c46f6dd80e5e0eedb14542274ff33207b7f090324f88d68", "fetched_at": "2026-08-28T04:05:07.148329+00:00", "kind": "readme", "missing": false, "url": "https://github.com/caesarHQ/textSQL"}, {"content_hash": "2b0a0177691027afdc2c02bbebaf9545cdb41c6726bdfb8ccf994cd5f1576499", "fetched_at": "2026-08-29T11:26:45.045508+00:00", "kind": "homepage", "missing": false, "url": "https://censusgpt.com"}], "taxonomy_version": 1}, "when_to_avoid": {"confidence": null, "enriched_at": "2026-08-30T03:56:10.742441+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "d98615acadfa090d3c46f6dd80e5e0eedb14542274ff33207b7f090324f88d68", "fetched_at": "2026-08-28T04:05:07.148329+00:00", "kind": "readme", "missing": false, "url": "https://github.com/caesarHQ/textSQL"}, {"content_hash": "2b0a0177691027afdc2c02bbebaf9545cdb41c6726bdfb8ccf994cd5f1576499", "fetched_at": "2026-08-29T11:26:45.045508+00:00", "kind": "homepage", "missing": false, "url": "https://censusgpt.com"}], "taxonomy_version": 1}, "when_to_choose": {"confidence": null, "enriched_at": "2026-08-30T03:56:10.742441+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "d98615acadfa090d3c46f6dd80e5e0eedb14542274ff33207b7f090324f88d68", "fetched_at": "2026-08-28T04:05:07.148329+00:00", "kind": "readme", "missing": false, "url": "https://github.com/caesarHQ/textSQL"}, {"content_hash": "2b0a0177691027afdc2c02bbebaf9545cdb41c6726bdfb8ccf994cd5f1576499", "fetched_at": "2026-08-29T11:26:45.045508+00:00", "kind": "homepage", "missing": false, "url": "https://censusgpt.com"}], "taxonomy_version": 1}}, "score": {"components": {"activity": 0, "longevity": 91, "rhythm": 35}, "computed_at": "2026-09-03T02:20:16.233290+00:00", "flags": ["no_releases"], "formula": "round(0.45*activity + 0.35*rhythm + 0.20*longevity); archived -> min(score, 10)", "inputs": {"age_days": 1283, "days_push": 1048, "days_rel": null, "gap_med": null, "n_releases_24m": 0}, "score": 30, "version": 2}, "staleness": {"enrichment_outdated": false, "low_confidence": false, "scrape_days": 9, "stale_scrape": false}}