Post
98
Local Gemma 4 agent ๐๐ต๏ธ๐บ๏ธ
drop in a mysterious map, get the location, live weather, and top spots to visit
I've been exploring what google/gemma-4-E4B-it can do in a local agentic setup and put together a ๐ ๐ฃ๐ค๐ฉ๐๐๐ค๐ค๐ with Gemma + Haystack AI Framework covering 4 demos.
๐ https://t.ly/04Ty5
Another interesting one is the ๐๐ถ๐๐๐๐ฏ ๐๐ด๐ฒ๐ป๐.
I initially tried to load all tools from the GitHub MCP server, quickly filling the context available on Colab -> unusable, forgetful agent โ
Then I used the ๐ฆ๐ฒ๐ฎ๐ฟ๐ฐ๐ต๐ฎ๐ฏ๐น๐ฒ ๐ง๐ผ๐ผ๐น๐๐ฒ๐ ๐ ๐งฐ
It dynamically discovers the right tools from the GitHub MCP server on the fly, loading only what it actually needs for the task at hand, keeping context lean.
Now it actually works.
The notebook also contains
๐ Multimodal weather agent: the mystery map demo above
๐ Visual Question Answering from a paper
๐ RAG on Rock music
drop in a mysterious map, get the location, live weather, and top spots to visit
I've been exploring what google/gemma-4-E4B-it can do in a local agentic setup and put together a ๐ ๐ฃ๐ค๐ฉ๐๐๐ค๐ค๐ with Gemma + Haystack AI Framework covering 4 demos.
๐ https://t.ly/04Ty5
Another interesting one is the ๐๐ถ๐๐๐๐ฏ ๐๐ด๐ฒ๐ป๐.
I initially tried to load all tools from the GitHub MCP server, quickly filling the context available on Colab -> unusable, forgetful agent โ
Then I used the ๐ฆ๐ฒ๐ฎ๐ฟ๐ฐ๐ต๐ฎ๐ฏ๐น๐ฒ ๐ง๐ผ๐ผ๐น๐๐ฒ๐ ๐ ๐งฐ
It dynamically discovers the right tools from the GitHub MCP server on the fly, loading only what it actually needs for the task at hand, keeping context lean.
Now it actually works.
The notebook also contains
๐ Multimodal weather agent: the mystery map demo above
๐ Visual Question Answering from a paper
๐ RAG on Rock music