<div class="alert">
We highly encourage our users to carefully review this agentic framework, including its architecture and prompts, revise the framework as needed, and thoroughly test its performance with users' preferred LLMs before implementation.
</div> 

# Version
This project is compatible with Dataiku DSS 14.3+.

## Connections
- Tested SQL connections : **PostgreSQL,  Snowflake**
- Tested LLM connections:
  - Completion: gpt-4o, 4.1, (OpenAI), gemini 2.5-flash, pro (Google)
  - Embedding: embedding v3 (OpenAI)
<br><br>
> GPT-5 doesn’t seem to be working reliably at the time this solution is published.

## Code Environment
- An internal code environment:  retrieval augmented generation. Please refer to Dataiku's [documentation](https://doc.dataiku.com/dss/13/generative-ai/knowledge/initial-setup.html)

## Plug-ins
- [Agent Hub](https://doc.dataiku.com/dss/latest/agents/agent-hub.html) **v1.1.1**
- [SQL Query Tool](https://doc.dataiku.com/dss/latest/agents/tools/sql-question-answering.html) **v1.1.5**
