Recent activity by hema

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OCR outputs reduce downstream LLM accuracy . Should I preprocess text differently?

Jun 11 in Generative AI • 50 views
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Multimodal embeddings perform poorly on domain-specific diagrams . How do I fine-tune them?

Jun 11 in Generative AI • 50 views
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My image+text model ignores image context when prompts are long . How should I structure inputs?

Jun 11 in Generative AI • 46 views
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Hybrid search works better than vector search alone . When should I use both together?

Jun 11 in Generative AI • 49 views
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Embedding storage size increased dramatically after switching models . How should I optimize cost?

Jun 11 in Generative AI • 76 views
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Semantic search fails for short user queries . how should I improve retrieval quality?

Jun 10 in Generative AI • 41 views
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Vector search returns duplicate chunks frequently . What indexing mistake causes this?

Jun 10 in Generative AI • 35 views
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Similarity search accuracy dropped after switching embedding models . Should I re-embed the dataset?

Jun 10 in Generative AI • 47 views
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Prompt templates break after model upgrade . How do I version the prompts safely?

Jun 10 in Generative AI • 41 views
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My prompt injection protection blocks valid user inputs . How should I tune guardrails?

Jun 10 in Generative AI • 35 views
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Long prompts reduce answer reliability in enterprise workflows . How do I optimize context design?

Jun 9 in Generative AI • 48 views
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System prompts behave differently across model providers . How should I standardize prompts?

Jun 9 in Generative AI • 46 views
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Few-shot prompting improved accuracy initially but degraded performance later . Why?

Jun 9 in Generative AI • 48 views
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My multi-agent workflow produces conflicting outputs . How should agents coordinate decisions?

Jun 9 in Generative AI • 50 views
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Agent execution cost increased unexpectedly after adding memory persistence . Why does this happen?

Jun 9 in Generative AI • 53 views
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Why does instruction tuning outperform supervised tuning?

answered Jun 8 in Generative AI • 77 views
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My agent selects incorrect tools even with clear descriptions .How should tool prompts be structured?

Jun 8 in Generative AI • 54 views
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Multi-step reasoning agents fail after 5+ steps . is memory architecture the issue?

Jun 8 in Generative AI • 50 views
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Retrieval latency increases as dataset grows . What scaling strategy works best?

Jun 8 in Generative AI • 51 views
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My vector DB returns semantically similar but contextually irrelevant documents .How do I fix ranking?

Jun 8 in Generative AI • 53 views
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