Key Takeaways & Resolutions: Local Cross-Platform Build Challenges: Attempting to build Docker images for a different CPU architecture locally (e.g., target linux/amd64 from an arm64 host like Apple Silicon M1/M2/M3) using emulation (docker buildx) can lead to extreme build times (often >10x slower...
"I now understand the issue, thank you for your patience." "I sincerely apologize for missing that detail." "You're absolutely correct, and I appreciate your feedback." "Thank you for bringing that to my attention." "I will make the necessary adjustments right away." "You're correct, that was an...
#hello ## Getting the embeddings right. Some things which I did wrong I was diving deeper into the whole vector embeddings topic. I used in a couple of projects the vector embeddings. Actually the setup is quite easy. I tested: - qdrant - pinecone - chroma My feedback, purely opiniated and not...
## When I looked at one of my projects. Currently I'm adding to some worker tasks a feature that certain data should not only be saved in the database. Also in the vector store as embedding (for future ai use). This works good and all but this also makes me wonder of the current filter systems...
And it was surprinsingly straight forward on technical side. I'm familiar with langchain projects and have experience with crewAI, usually tools like n8n does not attract me. Judge me but I do not like this drag and drop. I'm used to read code and it feels always better for me to write it in a line...
Let's talk about Ansible structure. How I use Ansible is by creating tasks and playbooks so that, ideally, I don't need to access the server's shell directly for configuration. I played around a lot, and honestly, I had no structure in the beginning. I wasn't too concerned about deployment...
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