502 on Meteo; must be bad weather 😬

I had the worst pitch meeting with a VC: @madelinelawren

She said no to our pre-seed, “you’re wearing the jerseys, but you're not a team yet”

Anyways, she’s now officially our CGO and late co-founder

Spent the last 2 days playing with GraphRAG on the Apollo 11 transcripts 🚀🌕
pjcr.medium.com/graphrag-for-c…

🧱 Structure upfront > clever prompts
🔗 Entities + relations > loose chunks
👍 Nova 2 embeddings are pretty nice

Organise for retrieval. That’s the real win 🎯

Updated my AWS AgentCore repo with a Memory object medium.com/@pjcr/adding-m… / github.com/PieterjanCriel…

linkedin.com/posts/pieterja… — we’ve added some new features in Fence LLM

Vibe-coding by non-engineers is the cure for imposter syndrome!

📣 New Post; medium.com/@pjcr/what-mak…

Building an AI product isn't about chasing the biggest model. 🧠 It's about building a robust system around it.

Most AI features fail not because the model is "weak," but because the foundations are fragile. 💔

Fence 🤺 has support for MCP servers since a few weeks! We've made a short article on how to use it (in combination with e.g. Agent side tools) as a part II in the series on building AI agents with Fence on top of AWS Lambda and Dynamo.
medium.com/showpad-engine…

New article! “Fence Meets AgentCore: A Minimalist Framework Goes Enterprise-Grade on AWS”. If you’re building agents, check it out! pjcr.medium.com/c81edf947ff0

Fence-LLM is in the majors! pypi.org/project/fence-… (1.0.4) -- We started some articles to help you ship Fence Agents in production! (Fully Serverless)
medium.com/showpad-engine…
Part 1: define and deploy

Already on main, soon in the release; We've added support for @MistralAI 🇫🇷🇪🇺models / embeddings in Fence🤺!

github.com/WouterDurnez/f…

Filling up nicely 🤩

With out recent updates to Fence-llm
medium.com/@pjcr/contextu…
Example of a fully local RAG (Ollama/Chroma) with contextual embeddings

New release! Fence-llm now supports embeddings as well! github.com/WouterDurnez/f…

We added support for Google Gemini today!🤺
github.com/WouterDurnez/f…

Good morning #gent 🌈

Presentation time 😬.

Deze ochtend spelen we zat of slecht te been in Gent centrum

Small POC on storing prompts yourself “Storing and retrieving prompts in DynamoDB”
pjcr.medium.com/storing-and-re…

This is a great collection of FM/LLM learning resources github.com/mlabonne/llm-c… by @maximelabonne