← Back to Projects Data-Grounded LLM Writing Assistant with Review UI
Generate domain-specific content from connected knowledge sources through a controllable, review-friendly LLM interface.
Categories
GenAINLP
Tech Used
PythonLLMRAGEmbeddingsPostgreSQLChromaDBGeminiFastAPIFlaskHTMLCSSJavaScriptTailwind CSSDockerAWS
Problem
Business users need AI-generated text that reflects their own data, follows constraints, and remains easy to review before publishing or sharing.
Approach
- Grounded generation with retrieval from custom knowledge sources and structured context
- Added templates, tone controls, and guardrails to shape the generated output
- Built a user interface for drafting, reviewing, and exporting content
Results
- More consistent, context-aware text generation for real workflows
- Accessible content-generation experience for non-technical users
Demo Videos