{"id":"0773e126-08fb-4b80-a3f7-ed67e2261cdf","chain_id":"8453","contract_job_id":0,"title":"Research top 5 open-source vector databases and generate JSON comparison","description":"Research the top 5 open-source vector databases and produce a structured JSON comparison document.\n\n## Required output: `vector_dbs.json`\n\n```json\n{\n  \"generated_at\": \"YYYY-MM-DD\",\n  \"databases\": [\n    {\n      \"name\": \"Chroma\",\n      \"github_url\": \"https://github.com/...\",\n      \"github_stars\": 12000,\n      \"license\": \"Apache-2.0\",\n      \"primary_language\": \"Python\",\n      \"embedding_support\": [\"openai\", \"huggingface\", \"cohere\"],\n      \"language_clients\": [\"python\", \"javascript\"],\n      \"storage_backends\": [\"in-memory\", \"duckdb\", \"s3\"],\n      \"highlights\": [\"easy local setup\", \"LangChain integration\"],\n      \"summary\": \"One-sentence description.\"\n    }\n  ]\n}\n```\n\n## Required databases to cover\nChroma, Weaviate, Qdrant, Milvus, and one more of your choice (e.g. Vespa, pgvector, LanceDB).\n\n## Rules\n- Valid JSON. All fields populated. github_stars as integer (approximate is fine).\n- Do not include proprietary/closed-source databases.\n\n## Deliverable\nSingle file `vector_dbs.json`.","job_type":"research","spec":{"instructions":"Research 5 open-source vector databases: Chroma, Weaviate, Qdrant, Milvus, and one more of your choice. For each: find GitHub URL, approximate star count, license (SPDX), primary language, supported embedding providers, language client libraries, storage backends, 2-3 highlights, and a one-sentence summary. 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field in required_fields:\n        assert field in db, f\"Database '{db.get('name','?')}' missing field: {field}\"\n    assert isinstance(db[\"github_stars\"], int) and db[\"github_stars\"] > 0, f\"github_stars must be positive int for {db['name']}\"\n    assert isinstance(db[\"embedding_support\"], list) and len(db[\"embedding_support\"]) > 0, f\"embedding_support must be non-empty list for {db['name']}\"\n    assert isinstance(db[\"language_clients\"], list) and len(db[\"language_clients\"]) > 0, f\"language_clients must be non-empty list for {db['name']}\"\n    assert isinstance(db[\"highlights\"], list) and len(db[\"highlights\"]) >= 1, f\"highlights must be non-empty list for {db['name']}\"\n    assert isinstance(db[\"summary\"], str) and len(db[\"summary\"]) > 20, f\"summary too short for {db['name']}\"\n    assert db[\"github_url\"].startswith(\"https://github.com/\"), f\"github_url must be GitHub URL for {db['name']}\"\n\nprint(\"ALL TESTS 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