gruporaia/Chat-Diario-Oficial
Chatbot baseado em IA que usa RAG para buscar e gerar respostas sobre documentos como o Diário Oficial.
Implements a two-stage pipeline: data ingestion via Apache Airflow orchestrates daily PDF-to-text conversion and semantic chunking (2000 chars) from the Querido Diário API, with embeddings stored in FAISS; the QA stage enriches user queries to boost domain terms (article numbers, agency names), retrieves similar chunks, and generates answers via Cohere's command-r-plus model with automatic validation and context expansion. Integrates MinIO for object storage, LangChain for LLM orchestration, and uses Cohere's multilingual embed-v2.0 for vector representations.
No commits in the last 6 months.
Stars
5
Forks
2
Language
Python
License
—
Category
Last pushed
Feb 25, 2025
Commits (30d)
0
Get this data via API
curl "https://pt-edge.onrender.com/api/v1/quality/rag/gruporaia/Chat-Diario-Oficial"
Open to everyone — 100 requests/day, no key needed. Get a free key for 1,000/day.
Higher-rated alternatives
LuIsEDMK/chatbot-rag-langchain
💬 Chatbot Inteligente com RAG - Assistente virtual com Retrieval-Augmented Generation
mbdevlabs/nlw-agents
Seu principal diferencial é o uso de Inteligência Artificial para identificar e extrair...
PedroM2626/Azure-ML-Chatbot_de_busca_em_PDF-Busca_Vetorial
Chatbot feito na Azure Machine Learning que responde com base nos conteúdos dos seus arquivos PDF
gab-es21/presidential-elections-rag-chatbot-2026
Chatbot de IA para as Eleições Presidenciais Portuguesas 2026 — converse com representações dos...
felipenewplayer/ai_document_chatbot_rag
Chatbot que responde perguntas sobre documentos PDF usando Retrieval-Augmented Generation.