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feat(tools): New Qdrant Tool (#644)
* feat: Qdrant tool Signed-off-by: Anush008 <anushshetty90@gmail.com> * docs: Updates Signed-off-by: Anush008 <anushshetty90@gmail.com> * Apply suggestions from code review Signed-off-by: Anush008 <anushshetty90@gmail.com> * chore: Updated placeholder text Signed-off-by: Anush008 <anushshetty90@gmail.com> * chore: Post merge updates Signed-off-by: Anush008 <anushshetty90@gmail.com> * chore: visibility to 'user-only' Signed-off-by: Anush008 <anushshetty90@gmail.com> --------- Signed-off-by: Anush008 <anushshetty90@gmail.com>
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‎apps/docs/content/docs/tools/meta.json‎

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"outlook",
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"perplexity",
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"pinecone",
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"qdrant",
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"reddit",
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"s3",
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"schedule",

‎apps/docs/content/docs/tools/qdrant.mdx‎

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---
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title: Qdrant
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description: Use Qdrant vector database
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---
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import { BlockInfoCard } from "@/components/ui/block-info-card"
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<BlockInfoCard
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type="qdrant"
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color="#1A223F"
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icon={true}
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iconSvg={`<svg className="block-icon" fill='none' viewBox='0 0 49 56' xmlns='http://www.w3.org/2000/svg'>
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<g clip-path='url(#b)'>
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<path
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d='m38.489 51.477-1.1167-30.787-2.0223-8.1167 13.498 1.429v37.242l-8.2456 4.7589-2.1138-4.5259z'
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clip-rule='evenodd'
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fill='#24386C'
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fill-rule='evenodd'
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/>
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<path
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d='m48.847 14-8.2457 4.7622-17.016-3.7326-19.917 8.1094-3.3183-9.139 12.122-7 12.126-7 12.123 7 12.126 7z'
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clip-rule='evenodd'
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fill='#7589BE'
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fill-rule='evenodd'
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/>
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<path
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d='m0.34961 13.999 8.2457 4.7622 4.7798 14.215 16.139 12.913-4.9158 10.109-12.126-7.0004-12.123-7v-28z'
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clip-rule='evenodd'
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fill='#B2BFE8'
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fill-rule='evenodd'
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/>
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<path
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d='m30.066 38.421-5.4666 8.059v9.5207l7.757-4.4756 3.9968-5.9681'
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clip-rule='evenodd'
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fill='#24386C'
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fill-rule='evenodd'
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/>
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<path
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d='m24.602 36.962-7.7603-13.436 1.6715-4.4531 6.3544-3.0809 7.488 7.5343-7.7536 13.436z'
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clip-rule='evenodd'
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fill='#7589BE'
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fill-rule='evenodd'
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/>
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<path
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d='m16.843 23.525 7.7569 4.4756v8.9585l-7.1741 0.3087-4.3397-5.5412 3.7569-8.2016z'
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clip-rule='evenodd'
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fill='#B2BFE8'
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fill-rule='evenodd'
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/>
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<path
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d='m24.6 28 7.757-4.4752 5.2792 8.7903-6.3886 5.2784-6.6476-0.6346v-8.9589z'
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clip-rule='evenodd'
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fill='#24386C'
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fill-rule='evenodd'
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/>
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<path
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d='m32.355 51.524 8.2457 4.476v-37.238l-8.0032-4.6189-7.9995-4.6189-8.0031 4.6189-7.9995 4.6189v18.479l7.9995 4.6189 8.0031 4.6193 7.757-4.4797v9.5244zm0-19.045-7.757 4.4793-7.7569-4.4793v-8.9549l7.7569-4.4792 7.757 4.4792v8.9549z'
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clip-rule='evenodd'
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fill='#DC244C'
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fill-rule='evenodd'
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/>
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<path d='m24.603 46.483v-9.5222l-7.7166-4.4411v9.5064l7.7166 4.4569z' fill='url(#a)' />
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</g>
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<defs>
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<linearGradient
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id='a'
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x1='23.18'
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x2='15.491'
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y1='38.781'
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y2='38.781'
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gradientUnits='userSpaceOnUse'
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>
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<stop stop-color='#FF3364' offset='0' />
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<stop stop-color='#C91540' stop-opacity='0' offset='1' />
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</linearGradient>
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<clipPath id='b'>
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<rect transform='translate(.34961)' fill='#fff' />
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</clipPath>
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</defs>
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</svg>`}
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/>
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## Usage Instructions
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Store, search, and retrieve vector embeddings using Qdrant. Perform semantic similarity searches and manage your vector collections.
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## Tools
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### `qdrant_upsert_points`
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Insert or update points in a Qdrant collection
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#### Input
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| Parameter | Type | Required | Description |
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| --------- | ---- | -------- | ----------- |
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| `url` | string | Yes | Qdrant base URL |
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| `apiKey` | string | No | Qdrant API key \(optional\) |
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| `collection` | string | Yes | Collection name |
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| `points` | array | Yes | Array of points to upsert |
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#### Output
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| Parameter | Type |
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| --------- | ---- |
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| `status` | string |
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| `data` | string |
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### `qdrant_search_vector`
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Search for similar vectors in a Qdrant collection
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#### Input
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| Parameter | Type | Required | Description |
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| --------- | ---- | -------- | ----------- |
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| `url` | string | Yes | Qdrant base URL |
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| `apiKey` | string | No | Qdrant API key \(optional\) |
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| `collection` | string | Yes | Collection name |
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| `vector` | array | Yes | Vector to search for |
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| `limit` | number | No | Number of results to return |
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| `filter` | object | No | Filter to apply to the search |
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| `with_payload` | boolean | No | Include payload in response |
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| `with_vector` | boolean | No | Include vector in response |
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#### Output
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| Parameter | Type |
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| --------- | ---- |
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| `data` | string |
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| `status` | string |
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### `qdrant_fetch_points`
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Fetch points by ID from a Qdrant collection
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#### Input
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| Parameter | Type | Required | Description |
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| --------- | ---- | -------- | ----------- |
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| `url` | string | Yes | Qdrant base URL |
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| `apiKey` | string | No | Qdrant API key \(optional\) |
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| `collection` | string | Yes | Collection name |
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| `ids` | array | Yes | Array of point IDs to fetch |
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| `with_payload` | boolean | No | Include payload in response |
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| `with_vector` | boolean | No | Include vector in response |
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#### Output
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| Parameter | Type |
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| --------- | ---- |
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| `data` | string |
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| `status` | string |
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## Block Configuration
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### Input
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| Parameter | Type | Required | Description |
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| --------- | ---- | -------- | ----------- |
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| `operation` | string | Yes | Operation |
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### Outputs
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This block does not produce any outputs.
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## Notes
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- Category: `tools`
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- Type: `qdrant`

‎apps/sim/app/(landing)/components/sections/integrations.tsx‎

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<div className='flex aspect-square h-16 w-16 items-center justify-center rounded-xl border border-[#353535] bg-[#242424] p-1 shadow-[0px_2px_6px_0px_rgba(126,_48,_252,_0.1)]'>
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<Icons.pinecone />
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</div>
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<div className='flex aspect-square h-16 w-16 items-center justify-center rounded-xl border border-[#353535] bg-[#242424] p-1 shadow-[0px_2px_6px_0px_rgba(126,_48,_252,_0.1)]'>
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<Icons.qdrant />
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</div>
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<div className='flex aspect-square h-16 w-16 items-center justify-center rounded-xl border border-[#353535] bg-[#242424] p-1 shadow-[0px_2px_6px_0px_rgba(126,_48,_252,_0.1)]'>
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<Icons.slack />
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</div>
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<div className='flex aspect-square h-12 w-12 items-center justify-center rounded-xl border border-[#353535] bg-[#242424] p-1 shadow-[0px_2px_6px_0px_rgba(126,_48,_252,_0.1)]'>
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<Icons.pinecone />
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</div>
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<div className='flex aspect-square h-12 w-12 items-center justify-center rounded-xl border border-[#353535] bg-[#242424] p-1 shadow-[0px_2px_6px_0px_rgba(126,_48,_252,_0.1)]'>
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<Icons.qdrant />
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</div>
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<div className='flex aspect-square h-12 w-12 items-center justify-center rounded-xl border border-[#353535] bg-[#242424] p-1 shadow-[0px_2px_6px_0px_rgba(126,_48,_252,_0.1)]'>
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<Icons.slack />
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</div>
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/>
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</svg>
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),
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qdrant: () => (
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<svg width='48' height='48' fill='none' viewBox='0 0 49 56' xmlns='http://www.w3.org/2000/svg'>
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<g clipPath='url(#b)'>
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<path
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d='m38.489 51.477-1.1167-30.787-2.0223-8.1167 13.498 1.429v37.242l-8.2456 4.7589-2.1138-4.5259z'
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clip-rule='evenodd'
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fill='#24386C'
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fill-rule='evenodd'
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/>
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<path
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d='m48.847 14-8.2457 4.7622-17.016-3.7326-19.917 8.1094-3.3183-9.139 12.122-7 12.126-7 12.123 7 12.126 7z'
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clip-rule='evenodd'
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fill='#7589BE'
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fill-rule='evenodd'
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/>
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<path
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d='m0.34961 13.999 8.2457 4.7622 4.7798 14.215 16.139 12.913-4.9158 10.109-12.126-7.0004-12.123-7v-28z'
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clip-rule='evenodd'
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fill='#B2BFE8'
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fill-rule='evenodd'
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/>
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<path
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d='m30.066 38.421-5.4666 8.059v9.5207l7.757-4.4756 3.9968-5.9681'
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clip-rule='evenodd'
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fill='#24386C'
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fill-rule='evenodd'
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/>
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<path
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d='m24.602 36.962-7.7603-13.436 1.6715-4.4531 6.3544-3.0809 7.488 7.5343-7.7536 13.436z'
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clip-rule='evenodd'
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fill='#7589BE'
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fill-rule='evenodd'
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/>
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<path
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d='m16.843 23.525 7.7569 4.4756v8.9585l-7.1741 0.3087-4.3397-5.5412 3.7569-8.2016z'
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clip-rule='evenodd'
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fill='#B2BFE8'
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fill-rule='evenodd'
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/>
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<path
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d='m24.6 28 7.757-4.4752 5.2792 8.7903-6.3886 5.2784-6.6476-0.6346v-8.9589z'
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clip-rule='evenodd'
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fill='#24386C'
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fill-rule='evenodd'
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/>
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<path
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d='m32.355 51.524 8.2457 4.476v-37.238l-8.0032-4.6189-7.9995-4.6189-8.0031 4.6189-7.9995 4.6189v18.479l7.9995 4.6189 8.0031 4.6193 7.757-4.4797v9.5244zm0-19.045-7.757 4.4793-7.7569-4.4793v-8.9549l7.7569-4.4792 7.757 4.4792v8.9549z'
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clip-rule='evenodd'
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fill='#DC244C'
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fill-rule='evenodd'
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/>
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<path d='m24.603 46.483v-9.5222l-7.7166-4.4411v9.5064l7.7166 4.4569z' fill='url(#a)' />
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</g>
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<defs>
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<linearGradient
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id='a'
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x1='23.18'
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x2='15.491'
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y1='38.781'
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y2='38.781'
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gradientUnits='userSpaceOnUse'
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>
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<stop stop-color='#FF3364' offset='0' />
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<stop stop-color='#C91540' stop-opacity='0' offset='1' />
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</linearGradient>
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<clipPath id='b'>
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<rect transform='translate(.34961)' width='48.3' height='56' fill='#fff' />
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</clipPath>
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</defs>
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</svg>
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),
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slack: () => (
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<svg width='48' height='48' viewBox='0 0 48 48' fill='none' xmlns='http://www.w3.org/2000/svg'>
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<g clipPath='url(#clip0_82_6239)'>

‎apps/sim/blocks/blocks/index.ts‎

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export * from './qdrant'

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