- Видео 13
- Просмотров 9 427
Ensemble AI
Великобритания
Добавлен 17 окт 2021
We help businesses build and run sophisticated data, analytics and AI platforms based on cloud-native technologies.
Видео
MongoDB RAG Product Reviews Demo
Просмотров 162 месяца назад
An example of integrating AWS Bedrock and MongoDB Atlas for RAG / Vector Search
Using AI Copilot To Automate A Business - Regulatory Breach Detection
Просмотров 193 месяца назад
AI in construction example
Using AI Copilot To Automate A Business - Health and Safety Example
Просмотров 313 месяца назад
Here we prompt an LLM with how to behave as a health and safety officer. We then provide details of a fictional project and ask the LLM to make suggests on the key risks and issues.
Using AI To Identify Risks & Threats For A Business
Просмотров 1474 месяца назад
Using AI To Identify Risks & Threats For A Business
Integrating Large Language Models With Human Workflow To Identify Vulnerable Customers
Просмотров 684 месяца назад
In this video we demonstrate the concept of combining an LLM with human workflow. A collection of conversation transcripts from a contact centre are uploaded to the system. These are processed by an LLM. Within seconds, the vulnerable customers have been identified and a task has been routed to a specific named individual in the business. The workflow task includes the call transcript and the L...
Operational Analytics With ClickHouse
Просмотров 36910 месяцев назад
In this video we demonstrate how ClickHouse can be used to power Operational Analytics applications which make employees more efficient and effective. Technologies used include ClickHouse, AWS SageMaker, AWS Bedrock and React. This video has been produced by Ensemble. We help businesses build and run advanced Data, Analytics and AI driven solutions. For more information, please visit us at ense...
Transforming Financial Services With Generative AI
Просмотров 40211 месяцев назад
In this video we demonstrate how large language models can be used within the financial services industry for knowledge discovery and automating document production. The demo relates to financial crime, but the concept applies to other industries and situations. Technologies used include ClickHouse and AWS Bedrock. This video has been produced by Ensemble. We help businesses build and run advan...
A Real World Business Application Of LLMs and GenAI
Просмотров 318Год назад
In this video we demonstrate how large language models can be used in a real world business setting to interrogate databases and knowledge bases whilst making employees more efficient and effective. The demo relates to financial crime, but the concept applies to other industries and situations. This video has been produced by Ensemble. We help businesses build and run advanced Data and Analytic...
Combining Large Language Models and Real Time Data
Просмотров 447Год назад
In this video we explain how large language models can be used to interrogate a real time analytical database, in this case ClickHouse Cloud. We also explain how demonstrate how generative AI can be used to make an employee more efficient and effective. The demo relates to financial crime and fraud detection, but the concept applies to other industries and situations. This video has been produc...
Combining ClickHouse Cloud and Hex For Analytics and Data Science
Просмотров 109Год назад
ClickHouse Cloud and Hex are a lightweight, pragmatic, fully managed stack for analytics and data science based on real-time data. In this video I demonstrate the two technologies working together and how they can be used to implement a develop process and build low code apps. This video has been produced by Ensemble. We help businesses build and run advanced Data and Analytics platforms based ...
AWS Bedrock - LLMs, Knowledge Bases and Agents
Просмотров 7 тыс.Год назад
In this video we introduce AWS Bedrock, the new AWS feature for managing and using large language models (LLMs). We demonstrate how it can be integrated with proprietary knowledge bases (RAG) and how we can build agents with no code. This video has been produced by Ensemble. We help businesses build and run advanced Data and Analytics platforms based on Clickhouse. For more information, please ...
Combining dbt and Clickhouse Cloud
Просмотров 556Год назад
In this video we demonstrate how to integrate dbt and Clickhouse Cloud. The video includes an introduction to dbt, and a discussion as to whether we should integrate dbt and Clickhouse in this way. This video has been produced by Ensemble. We help businesses build and run advanced Data and Analytics platforms based on Clickhouse. For more information, please visit us at ensembleanalytics.io.
hello sir!!! I have a issue in creating the knowledge base. When I create it shows failed to create open search serverless collection.eventhough I gave the full access access for bedrock and opensearch service for the user and made the s3 bucket to be accessed by the opensearch service, the issues is not fixed. can you help me to clear that issue? I'm struggling with that issue !!! please help me 🙏🙏
Great summary thank you. I wonder how you would set it up so that if the information was not in your knowledge base it then referred to the underlying LLM like Antrhopic and how you prevent it being used for questions other than the ones related to your business.
Good one.
Can the knowledgebase be pointed to a website url where it looks up information periodically?
please can you make video to make a api call to knowledge base . so that we can integrate into our website
The pricing for small businesses makes no sense. I made a simple POC and within days I had a massive bill.
I suspect the bill all comes from OpenSearch, which is expensive. Maybe PineCone or another vector database is cheaper? I didn’t check yet. Bedrock is charged based on tokens.
Thanks for sharing it.
okay, but how a i can invoke this last agent created?