Lightning Talk Beginner ClickHouse (Apache License 2.0) and LibreChat (MIT License)

LibreChat + ClickHouse: Real-time Analytics with LLMs

Approved

Session Description

Most people think tools like LibreChat is just for chat, but I want to show you how to turn it into a full visual analytics platform.

By integrating LibreChat with your database of choice (in our case, ClickHouse) using MCP, you open the door to a wide variety of features. You can build an autonomous agent that doesn't just answer question but can write its own SQL, analyze complex trends, and generates interactive charts and dashboards on the fly.

By allowing custom agents to access your database safely through the clean UI of LibreChat, you can create specialized agents for your QAs, engineers, and analysts. Or even act like one.

ClickHouse and LibreChat on its own are powerful open-source tools. By combining them you can create something even bigger.

Key Takeaways

• How to combine LibreChat, ClickHouse, and MCP to create a powerful, self-hosted data platform.

• Moving beyond simple text answers to generating live charts, dashboards, visual insights and code that transform the data.

• Creating Agents that act various personas(like QA, Analyst, Data Scientist)

References

https://clickhouse.com/docs

https://www.librechat.ai/docs

https://clickhouse.com/docs/use-cases/AI/MCP/librechat

https://clickhouse.com/blog/agenthouse-demo-clickhouse-llm-mcp

Session Categories

Tutorial about using a FOSS project

Technology architecture

Introducing a FOSS project or a new version of a popular project

Talk License: ClickHouse (Apache License 2.0) and LibreChat (MIT License)

Speakers

Mohammad Hisham Hasan

Software Engineer | UniCourt

Hisham is a Software Engineer at UniCourt. He specializes in backend development and building tools using open-source technologies. He has worked with programming language such as Go, C++ and Python.

Reviews

Reviewer #1 Approved

This is interesting but for conferences, we prefer the speaker to be a contributor to the project they are showcasing.

Reviewer #2 Not Sure

This sounds rather strange, I'm not sure this is of particular interest to the FOSS community

Reviewer #3 Not Sure