spb/tools-spboucher-ai

1{2  "aliases": [],3  "workflows": [4    "E-commerce or catalog search with facets",5    "Documentation and site search",6    "Hybrid semantic search for an application"7  ],8  "advantages": [9    "Simple configuration and predictable relevance",10    "Clustering for availability",11    "Managed cloud from the project maintainers"12  ],13  "limitations": [14    "Indexes must fit in memory",15    "GPL-3.0 license",16    "Not designed for analytics or log search"17  ],18  "prerequisites": [19    "A server with enough RAM for the index, or Typesense Cloud"20  ],21  "audiences": [22    "Web and mobile developers adding search"23  ],24  "alternatives": [25    "meilisearch",26    "elasticsearch",27    "opensearch",28    "qdrant"29  ],30  "tags": [31    "search-engine",32    "full-text-search",33    "vector-search",34    "self-hosted",35    "api"36  ],37  "use_cases": [38    "add-site-search",39    "semantic-search"40  ],41  "operating_systems": [42    "linux",43    "macos"44  ],45  "deployment_models": [46    "on-premises",47    "managed-cloud"48  ],49  "integrations": [50    "InstantSearch adapter",51    "Firebase extension",52    "OpenAI embeddings",53    "Docusaurus search"54  ],55  "data_formats": [56    "JSON",57    "JSONL"58  ],59  "languages": [60    "C++",61    "JavaScript",62    "Python",63    "PHP",64    "Ruby",65    "Go",66    "Java",67    "Swift",68    "C#"69  ],70  "self_hostable": true,71  "discovery_method": "editorial-research",72  "depth": "standard",73  "editorial_status": "reviewed",74  "visibility": "public",75  "featured": false,76  "author": "batch-D",77  "slug": "typesense",78  "name": "Typesense",79  "vendor": {80    "name": "Typesense, Inc.",81    "slug": "typesense-inc",82    "website": "https://typesense.org/"83  },84  "homepage_url": "https://typesense.org/",85  "docs_url": "https://typesense.org/docs/",86  "repo_url": "https://github.com/typesense/typesense",87  "license_url": "https://github.com/typesense/typesense/blob/main/LICENSE.txt",88  "pricing_url": "https://cloud.typesense.org/pricing",89  "pricing_checked_at": "2026-11-02",90  "product_type": "database",91  "product_status": "active",92  "summary": "GPL-licensed in-memory search engine in C++ offering typo-tolerant instant search, faceting, vector and hybrid search, with Typesense Cloud hosting",93  "description": "Typesense is an open-source search engine written in C++ and released under the GNU GPL version 3. It keeps indexes in memory for low-latency, typo-tolerant instant search with faceting, filtering, sorting, geosearch, synonyms, curation rules and grouping, all driven by a simple REST API and official clients for JavaScript, Python, PHP, Ruby, Go, Java, Swift and .NET. Later releases added vector search, hybrid keyword-plus-semantic ranking with built-in or remote embedding models, conversational search backed by LLMs, and a multi-node clustering mode using Raft for high availability. Typesense Cloud is the managed service operated by the same company.\n\nTypesense positions itself as an open-source alternative to hosted search APIs for websites and applications. Memory residency makes very large corpora expensive, the GPL may matter for teams embedding it in proprietary distributions, and aggregation-heavy analytics are outside its scope.",94  "capabilities": [95    "In-memory typo-tolerant instant search",96    "Faceting, filtering, grouping and geosearch",97    "Vector and hybrid search with embedding models",98    "Conversational (RAG) search",99    "Raft-based multi-node high availability",100    "REST API with clients in eight languages"101  ],102  "categories": [103    {104      "slug": "vector-databases",105      "primary": true106    },107    {108      "slug": "search-apis"109    }110  ],111  "execution_modes": [112    "self-hosted",113    "cloud"114  ],115  "interfaces": [116    "api",117    "sdk"118  ],119  "source_model": "open-source",120  "license_spdx": "GPL-3.0",121  "pricing_model": [122    "open-source",123    "free",124    "usage-based"125  ],126  "sources": [127    {128      "url": "https://typesense.org/",129      "type": "official_site",130      "supports": [131        "name",132        "summary"133      ],134      "checked_at": "2026-11-02",135      "title": "Typesense"136    },137    {138      "url": "https://typesense.org/docs/",139      "type": "official_docs",140      "supports": [141        "capabilities",142        "languages"143      ],144      "checked_at": "2026-11-02",145      "title": "Typesense Documentation"146    },147    {148      "url": "https://github.com/typesense/typesense/blob/main/LICENSE.txt",149      "type": "license_page",150      "supports": [151        "license_spdx",152        "source_model"153      ],154      "checked_at": "2026-11-02",155      "title": "Typesense LICENSE.txt (GPLv3)"156    },157    {158      "url": "https://cloud.typesense.org/pricing",159      "type": "pricing_page",160      "supports": [161        "pricing_model"162      ],163      "checked_at": "2026-11-02",164      "title": "Typesense Cloud pricing calculator"165    },166    {167      "url": "https://github.com/typesense/typesense",168      "type": "repository",169      "supports": [170        "repo_url"171      ],172      "checked_at": "2026-11-02",173      "title": "typesense/typesense"174    }175  ],176  "confidence": "high"177}178