LLM x dbt MetricFlow: Building an 'Error-Free' Autonomous AI Data Agent That Eliminates Definition Drift

SQL' in Marketing Data Analysis and a New SolutionAre you tired of 'plausible but false SQL'?With the rise of generative AI, ...

Breaking Through the Limits of Text-to-SQL: Building a Hallucination-Free 'Conversational Data Platform' with dbt MetricFlow and LLMs

"Every time I ask ChatGPT to pull internal data using SQL, it returns a different CAC (Customer Acquisition Cost)."If you are ...
Opinion
Communications of the ACMOpinion

If You Think You Can Do Real-World Text-to-SQL

In our opinion, real data warehouses have all of the issues mentioned above. Hence, any text-to-SQL benchmark should address the difficulties of real-world data stores. Those that do not are of ...
SD Times

Elixir, Clojure, or Python for LLM Agents? Our Experience with All Three

Most agent tooling is Python-first. LangChain, AutoGen, CrewAI, and LangGraph all target Python. Given that Python is the second-most-popular programming language, the current ecosystem might work ...