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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Your data is your ultimate competitive advantage! Leveraging it effectively isn’t just an option anymore - it’s the key to staying ahead. Exciting to see solutions like Activeloop Agent unlocking its full potential, driving smarter decisions, and creating real impact!
How does it handle data quality and relevance when dealing with diverse sources ?
Deep Lake - AI Knowledge Agent
@gerasimh Thank you for your message! The system is based on a multimodal retrieval system, capable of obtaining the most relevant information in response to the user's query.
Through a process of data analysis and aggregation, it can provide surprisingly accurate answers. All of this is made possible thanks to the performance and flexibility offered by our database, Deep Lake.
Deep Lake - AI Knowledge Agent
@gerasimh one more additional point to Emanuele's - we learn from user queries over time to suggest more relevant information! And additionally, one surprisingly good way of increasing response quality is vision-language models -> OCR pipelines while performing well, are slightly clunky... Having an end-to-end neural search helps to get full context from the data across modalities, increasing response quality.
Flexprice
This is exciting! I faced similar knowledge base challenges during my time at an omnichannel e-commerce company. Would love to try it out :)
Deep Lake - AI Knowledge Agent
@manish_choudhary19 thanks a lot! curious to hear which modalities were you querying across or what was the exact use case? keep us posted how you like it.
Deep Lake - AI Knowledge Agent
@manish_choudhary19 Great! Would love to get your feedback.
Flexprice
I had on ground ops/sales team that used to call for every small query that they had, if they had a solution where they can simply go on a platform and ask queries in their normal language on top of internal documentations
Deep Lake - AI Knowledge Agent
Looks like a very powerful tool! Does it support searching over Google Drive as well?
Deep Lake - AI Knowledge Agent
@tleyden Thanks for the question! Not yet, but we're planning to add other connectors soon.
Deep Lake - AI Knowledge Agent
@tleyden for now, you can integrate Dropbox as well as your favorite cloud provider (AWS, GCP, Azure).
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_ayvazyan1 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_ayvazyan1 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.
The accuracy is phenomenal. Kudos to Davit and the Activeloop team for turning fiction into reality!
Deep Lake - AI Knowledge Agent
@kantuni thank you so much! Feel free to share some examples of the questions you've asked. :) thanks for the support
Streak Hunter
Deep Lake - AI Knowledge Agent
@denisss haha, not sure how you mean this exactly but thank you! :)
Deep Lake - AI Knowledge Agent
@denisss thanks!
Perplexity
This would be very useful at every company I have worked in the past.
Deep Lake - AI Knowledge Agent
@ohharsen thank you!