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Merge pull request #436 from kobindra/kobindra/add-databricks
add Databricks Vector Search
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{
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"name": "Databricks Vector Search",
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"links": {
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"docs": "https://docs.databricks.com/en/generative-ai/vector-search.html",
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"github": "",
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"website": "https://www.databricks.com/product/machine-learning/vector-search",
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"vendor_discussion": "https://github.com/superlinked/VectorHub/discussions/514",
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"poc_github": "kobindra",
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"slug": "databricks"
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},
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"oss": {
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"support": "none",
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"source_url": "",
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"comment": ""
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},
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"license": {
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"value": "Proprietary",
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"source_url": "https://www.databricks.com/legal/mcsa",
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"comment": ""
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},
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"dev_languages": {
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"value": [
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""
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],
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"source_url": "",
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"comment": ""
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},
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"vector_launch_year": 2024,
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"metadata_filter": {
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"support": "full",
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"source_url": "https://www.databricks.com/blog/announcing-mosaic-ai-vector-search-general-availability-databricks",
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"comment": ""
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},
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"hybrid_search": {
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"support": "full",
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"source_url": "https://docs.databricks.com/en/generative-ai/vector-search.html",
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"comment": ""
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},
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"facets": {
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"support": "none",
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"source_url": "",
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"comment": ""
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},
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"geo_search": {
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"support": "none",
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"source_url": "",
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"comment": ""
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},
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"multi_vec": {
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"support": "none",
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"source_url": "",
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"comment": ""
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},
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"sparse_vectors": {
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"support": "none",
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"source_url": "",
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"comment": ""
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},
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"bm25": {
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"support": "full",
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"source_url": "https://docs.databricks.com/en/generative-ai/vector-search.html#how-does-mosaic-ai-vector-search-work",
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"comment": "Okapi BM25"
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},
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"full_text": {
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"support": "full",
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"source_url": "https://docs.databricks.com/en/generative-ai/vector-search.html",
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"comment": ""
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},
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"embeddings_text": {
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"support": "full",
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"source_url": "https://docs.databricks.com/en/generative-ai/external-models/index.html",
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"comment": ""
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},
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"embeddings_image": {
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"support": "none",
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"source_url": "https://docs.databricks.com/en/generative-ai/vector-search.html#options-for-providing-vector-embeddings",
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"comment": ""
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},
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"embeddings_structured": {
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"support": "none",
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"source_url": "https://docs.databricks.com/en/generative-ai/vector-search.html#options-for-providing-vector-embeddings",
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"comment": ""
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},
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"rag": {
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"support": "full",
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"source_url": "https://docs.databricks.com/en/generative-ai/retrieval-augmented-generation.html#databricks-vector-search",
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"comment": ""
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},
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"recsys": {
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"support": "full",
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"source_url": "https://docs.databricks.com/en/generative-ai/vector-search.html#options-for-providing-vector-embeddings",
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"comment": ""
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},
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"langchain": {
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"support": "full",
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"source_url": "https://python.langchain.com/v0.2/docs/integrations/vectorstores/databricks_vector_search/",
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"comment": ""
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},
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"llamaindex": {
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"support": "full",
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"source_url": "https://docs.llamaindex.ai/en/stable/examples/vector_stores/DatabricksVectorSearchDemo/",
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"comment": ""
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},
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"managed_cloud": {
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"support": "full",
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"source_url": "https://docs.databricks.com/en/generative-ai/vector-search.html",
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"comment": ""
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},
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"pricing": {
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"value": "full",
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"source_url": "https://www.databricks.com/product/pricing/vector-search",
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"comment": "Includes free tier"
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},
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"in_process": {
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"support": "none",
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"source_url": "",
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"comment": ""
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},
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"multi_tenancy": {
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"support": "full",
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"source_url": "https://docs.databricks.com/en/generative-ai/vector-search.html",
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"comment": "via namespaces"
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},
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"disk_index": {
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"support": "partial",
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"source_url": "https://docs.databricks.com/en/generative-ai/vector-search.html",
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"comment": ""
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},
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"ephemeral": {
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"support": "none",
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"source_url": "",
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"comment": ""
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},
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"sharding": {
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"support": "full",
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"source_url": "https://docs.databricks.com/en/generative-ai/vector-search.html",
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"comment": ""
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},
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"doc_size": {
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"bytes": 32768,
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"unlimited": false,
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"source_url": "https://docs.databricks.com/en/generative-ai/vector-search.html#resource-and-data-size-limits",
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"comment": ""
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},
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"vector_dims": {
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"value": 4096,
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"unlimited": false,
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"source_url": "https://docs.databricks.com/en/generative-ai/vector-search.html#resource-and-data-size-limits",
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"comment": ""
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},
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"index_types": {
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"value": [
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"HNSW"
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],
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"source_url": "https://docs.databricks.com/en/generative-ai/vector-search.html#how-does-mosaic-ai-vector-search-work",
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"comment": ""
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},
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"github_stars": {
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"value": 0,
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"source_url": "",
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"comment": "",
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"value_90_days": 0
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},
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"docker_pulls": {
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"value": 0,
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"source_url": "",
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"comment": "",
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"value_90_days": 0
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},
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"pypi_downloads": {
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"value": 0,
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"source_url": "",
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"comment": "",
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"value_90_days": 0
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},
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"npm_downloads": {
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"value": 0,
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"source_url": "",
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"comment": "",
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"value_90_days": 0
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},
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"crates_io_downloads": {
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"value": 0,
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"source_url": "",
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"comment": "",
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"value_90_days": 0
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}
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}

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