LexCore AI

Bring client, case and document information into one application and query PDF text without switching between separate tools.

Previously called Jurídico IA, the repository presents a development prototype. It includes client, case and document CRUD, reports and an AI-assisted analysis screen. Homepage promotional text is not treated as measured results.

Tuono connects React/TypeScript pages to Rust handlers. PostgreSQL stores relationships and files in BYTEA columns; Recharts displays report aggregates.

For document analysis, the backend retrieves a PDF by filename, extracts text with pdf-extract and combines it with the question. A non-streaming Ollama request returns the answer to the interface.

Keeping files and metadata in the same database centralizes access but increases the data volume PostgreSQL must handle. Sending text directly in the prompt simplifies the pipeline but provides neither passage retrieval nor index-based context selection. These trade-offs are inferred from the implementation.

Static review covered documentation and the document and Ollama handlers. No automated answer-evaluation suite was found. The post_test endpoint is route code, not a test suite. The application and its services were not run during this review.

This flow has no OCR, document chunking or vector index. The endpoint does not implement contract or petition generation. If Ollama points to a remote service, extracted text is sent to that service.

Database initialization and table-deletion endpoints lack authentication, and development configuration is tracked in Git. This is a local experimental setup; the review validates neither use with real legal documents nor answer quality.

Read the project overview and follow the flow between documentos.rs and ollama.rs. The setup guide covers Rust, Node, Tuono 0.19.7, PostgreSQL and model installation.

After cloning the indicated revision, configure var.env and a disposable database before starting services. Use synthetic PDFs; initialization in /configuracoes can delete tables. The commands below reflect the guide but were not run in this review.