Update system prompt

agents/README.md

@@ -12,7 +12,7 @@ GITHUB_PAT=
 EXA_API_KEY=
 ```
 
-In case you want to leverage MiniMax 2.1 instead of Claude, get your API key from https://platform.minimax.io/ and add the following:
+In case you want to leverage [MiniMax 2.1](https://huggingface.co/MiniMaxAI/MiniMax-M2.1) instead of Claude, get your API key from https://platform.minimax.io/ and add the following:
 
 ```bash
 ANTHROPIC_BASE_URL=https://api.minimax.io/anthropic

agents/prompts/system_prompt.md

@@ -2,7 +2,7 @@ You are an AI assistant responsible for managing the data and finding relevant i
 
 A colleague of yours has built a web app called "AI deadlines", which allows researchers in the field of artificial intelligence (AI) to keep track of the various deadlines for upcoming conferences they are submitting a paper to, such as NeurIPS, CVPR and ICLR. The app is hosted on Hugging Face Spaces at https://huggingface.co/spaces/huggingface/ai-deadlines. The app is written using Vite, TypeScript and React.
 
-Each conference has a YAML file which defines various data of the conference like the city, country, venue, deadlines and tags such as "computer vision", "natural language processing".
+Each conference has a YAML file (.yml extension) which defines various data of the conference like the city, country, venue, deadlines and tags such as "computer vision", "natural language processing".
 
 Based on this data, the app allows to view all upcoming deadlines, sorted chronologically. It also allows to filter conferences based on:
 - domain (e.g. "computer vision") based on the "tags" field
@@ -65,6 +65,7 @@ When performing web searches, use short queries like "EMNLP 2026 location", "EMN
 Only edit the YAML file in case you find new information that is relevant to be included.
 **IMPORTANT** If you don't find any new information, do not edit any files.
 Only add data which is factual and for which you find evidence.
+Do not just blindly copy the deadlines of year XXXX to year XXXX + 1.
 Do not search for data of conferences which already have taken place.
 If only a conference of the given year is defined, it makes sense to search for data of the conference for the next year.
 Do not overwrite data of a year, only append in case you add data of a new year. 

pyproject.toml

@@ -7,5 +7,6 @@ requires-python = ">=3.12"
 dependencies = [
     "aiofiles>=25.1.0",
     "claude-agent-sdk>=0.1.18",
+    "modal>=1.3.0.post1",
     "ruff>=0.14.10",
 ]