Implement Milvus Retrieval & Mistral Nemo Tooling

implementationChallengeNovember 27, 2025

Prompt Content

Set up Milvus to index a collection of simulated legal documents and operational policies for a specific regulatory domain (e.g., data privacy, financial fraud). Create LangChain tools that allow your agent to query Milvus for relevant information. Then, implement a LangChain tool that leverages Mistral Nemo (via API) for interpreting retrieved legal text and answering complex compliance-related questions.

Usage Tips

Copy the prompt and paste it into your preferred AI tool (Claude, ChatGPT, Gemini)

Customize placeholder values with your specific requirements and context

For best results, provide clear examples and test different variations