Deep Lake AI Knowledge Agent conducts Deep Research on your data, no matter its modality, location, or size. Deep Lake supports multi-modal retrieval from the ground up. It uses vision language models for data ingestion and retrieval so that you can connect any data (PDFs, images, videos, structured data, etc.) stored anywhere, to AI. Over time, it learns from your queries, tailoring the results to your work! Deep Lake is used by Fortune 500 companies like Bayer, Matterport, and others.
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KIVA (By Wellows)
@david_buniatyan Congratulations on the Launch.
Do you guys provide any API for deep research of your tool?
Deep Lake - AI Knowledge Agent
Wow, this is exciting! At Cloudchipr, we store a vast amount of data in object storages with diverse structures - from CSVs to time series and key-value data. This is a game-changer for us in generating various general statistics and empowering customers to "talk to with their data" without being restricted by data type.
Deep Lake - AI Knowledge Agent
@ashot_ayvazyan1Ā Exactly! You definitely need to try our tool and let us know what you think. Your feedback would be incredibly valuable!!
Deep Lake - AI Knowledge Agent
@ashot_ayvazyan1Ā thank you so much for sharing the use case - actually, you can copy the fine-grained access from your cloud provider to Activeloop, making it possible to restrict certain users of asking questions on only specific data.
Bardeen
Deep Lake - AI Knowledge Agent
@artem_harutyunyanĀ out of the box, the AI Knowledge Agent integrates with your favorite cloud storage providers (Azure, GCP, AWS), Dropbox (with more storage integrations underway). We also integrate with OpenAI, AWS Bedrock, and other model providers (coming soon)!
Congrats @david_buniatyan this looks amazing!
I wonder if you tried doing Deep Research on top of images. Like from big pool of images finding those with a specific object or color contrast.
Deep Lake - AI Knowledge Agent
@david_buniatyanĀ @tigranbsĀ yes it's available right now:)
Perplexity
This would be very useful at every company I have worked in the past.
Deep Lake - AI Knowledge Agent
@ohharsenĀ thank you!
Deep Lake - AI Knowledge Agent
@dmitriy_stepanovĀ thank you!
Deep Lake - AI Knowledge Agent
@avag_simonyanĀ hi there! Actually yes - we have a bit technical blogpost talking about diagram-related use case. This doesn't use the AI Knowledge Agent but if it's possible with just code, it would be even easier through the AI Knowledge Agent UI. Handwritten comments wouldn't be an issue (no more than for an OCR). Specifically for architecture, we haven't tested it but should be extensible from other blueprints without an issue!
Would love to chat about the use case with you.