v0.4.0

0.4.0 (2025-03-11)

✨ Features

• add Mistral OCR integration with image support (dc1315f)
• handle multiple documents edit / delete / parse (310165e)
• Refactor embedding and parsing services with new EmbeddingService (b6ef53c)

🐛 Bug Fixes

• doc preview with latin-1 (cf2292d)
• mistral ocr result embedding are removable & images are kept in UI (c4f10c5)
• Simplify embedding processing and remove multimodal embedding components & Mistral_ocr is removable (aa2ffdb)

📚 Documentation

• added first draft of documentation with mintlify (ee55cd4)

💎 Style

• adding parser badge inside document list (8fd15b0)

v0.3.0

0.3.0 (2025-03-07)

✨ Features

• ingesting with celery & multiple delete (0cb4315)
• ingestion working with celery (e9eea7d)
• refacto retrieval, added abstract class and modulari (684d51b)
• sdk (c1cb8fe)

🐛 Bug Fixes

• fix multiple document delete (b080786)
• modify kwargs in as_retriver function (bcec99d)

📚 Documentation

• add sdk quickstart in the readme (b5478af)

v0.2.0

0.2.0 (2025-03-06)

✨ Features

• added clear_store & clean_index (19fc88c)
• adding embeddingManager in simba-client (0376b70)
• retriever is now in simba-sdk (63ce7db)
• retriever.retreive (05edc21)
• simba-client is now pip install package (3daa459)
• simba-sdk (9482997)
• simba-sdk document ingestion (a6f4988)

🐛 Bug Fixes

• fix retrieve documents returns langchain Document (fa93fc0)

v0.1.1

0.1.1 (2025-03-03)

🐛 Bug Fixes

• release-please file and ci (d82c6c5)

v0.1.0

0.1.0 (2025-03-01)

✨ Features

• add framer motion (9ef44b3)
• add sources in chat ui frame (47b8847)
• document preview (7dc5d5e)
• folder creation (1101214)
• implement close chat functionality and update frontend design (96e94bf)
• UX multiple document parsing & enabling (13fbd39)

🐛 Bug Fixes

• change color of folder (3627a8b)
• ci auth (63d6f4e)
• ci relase draft (b6c9457)
• docker integration & add CI (660447d)
• parser keeps file inside folder & same for delete (7080762)
• release-please hot fix (5d2e643)
• release-please hot fix (e11487c)

🚦 Continuous Integration

• added release-please (ed4c061)

Agentic Workflow + KMS

Stable full stack version including :

• KMS (knowledge management system)
• RAG system (Agentic) linked with KMS
• Vector store management
• API handling with fastapi
• dockerized version
• streaming responses
• factories paradigm