The Role of Contextual AI in Document Interpretation
Manual document processing continues to create gaps in accuracy and consistency. Systems extract text but fail to understand meaning, which leads to i…
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Exploring LLM-Based Deep Search Agents
Hello everyone I’m Sheikh Saif Ali, and in this second blog I am discussing: “A Survey of LLM-based Deep Search Agents (2026)” Tagging for feedback: @…
I Fine-Tuned Gemma 4 for LaTeX OCR. The Success Was the Problem.
A fine-tuning post-mortem, and three tests that showed me what my model actually learned. Today I fine-tuned Google's gemma-4-E2B-it on the unsloth/La…
Building Conversational AI in Amharic: Lessons from Creating Ethiopia's First Voice AI Tutor
Did you know that over 100 million people speak Amharic, yet there's virtually no conversational AI built specifically for this language? When I start…
Building an Open Bilingual Q&A Dataset for Swedish Construction Law (503 entries, CC BY 4.0)
I spent the last few weeks building something that felt missing in the Swedish AI ecosystem: an open, bilingual, legally-grounded Q&A dataset for …
Voice Agent
Building a Voice-Controlled Local AI Agent: From Audio to Action Introduction Voice interfaces are rapidly becoming a natural way for humans to intera…