Seek

Seek AI is a generative AI platform that enables users to query databases and extract insights using natural language. This virtual data analyst allows non-technical users to ask questions in plain English and receive instant answers without the need for SQL coding skills.

Key features:

- Natural Language Interface: Allows users to ask questions in plain English, with Seek AI interpreting and generating corresponding SQL queries.
- Instant Insights: Provides real-time answers to user queries, eliminating the need for manual data analysis.
- Virtual Data Analyst: Acts as a digital data analyst, enabling non-technical users to extract insights without SQL knowledge.
- Multi-User Collaboration: Supports multiplayer mode for multiple users to collaborate on data analysis and review results in a single chat interface.
- Data Explorer: Includes a feature for users to visualize and explore data in a user-friendly manner.
- SQL Editor: Offers a full-fledged SQL editor for advanced users to review and modify generated SQL queries.
- Hallucination Protection: Incorporates guardrails to prevent business users from receiving inaccurate data, ensuring trustworthy results.
- Snowflake Integration: Integrates with Snowflake, allowing users to leverage the power of Snowflake's data cloud.

How it works:

1. Users interact with Seek AI through a natural language interface, asking questions in plain English.
2. Seek AI interprets the user query and generates the corresponding SQL query.
3. The platform executes the SQL query and retrieves the relevant data.
4. Seek AI presents the results to the user in a user-friendly format, including visualizations and summaries.
5. Users can collaborate on data analysis and review results in a single chat interface.

Integrations:

- Snowflake
- SPCS (Snowflake Partner Connect Services)

Use of AI:

Seek AI utilizes advanced natural language processing (NLP) and machine learning algorithms to interpret user queries and generate accurate SQL queries. This technology enables the platform to function as a virtual data analyst, bridging the gap between non-technical users and complex database structures.

AI foundation model:

The platform's foundation model, Seeker 1, is a highly accurate model that has achieved over 90% accuracy on the Yale Spider benchmark, positioning it as the top-performing model on the leaderboard.

Target users:

- Non-technical users who need to extract insights from data but lack SQL knowledge
- Business users
- Product managers
- Data analysts

How to access:

Seek AI is available as a web application and is compatible with Snowflake's native app framework, allowing for seamless integration and deployment within the Snowflake ecosystem.