Tag
LLMs
Articles from the Osynova engineering team.
AI
5 min read
The Python service you no longer have to write
Laravel 13 puts embeddings, reranking and vector similarity in the query builder. For a good share of AI work, the separate Python service h...
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AI
5 min read
Why most RAG systems fail in production
The demo works and the production system does not. Almost every time, the failure is in retrieval rather than the model — and it is fixable.
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AI
5 min read
Letting an agent act: where to draw the boundary
An agent that only answers questions is a chatbot. Once it can act, the engineering problem shifts from accuracy to authority.
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