retrivo 0.2.0

Store everything. Retrieve what matters.

Retrivo

Store everything. Retrieve what matters.

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A RAG framework for intelligent document understanding.

Ingest any document. Build knowledge. Get answers.

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What is Retrivo?

Retrivo is a Retrieval-Augmented Generation platform that turns your documents into a queryable knowledge base. It goes beyond simple text search — understanding tables, images, charts, and relationships across your entire document collection.

Core Capabilities

• Multi-Modal Intelligence — First-class support for text, tables, images, and charts
• Hybrid Search — BM25 + vector search with reciprocal rank fusion
• Knowledge Graphs — Automatic entity and relationship extraction across documents
• Smart Chunking — Structure-aware and semantic boundary detection
• Advanced Retrieval — HyDE, cross-encoder reranking, MMR diversity
• 26+ File Formats — PDF, DOCX, XLSX, PPTX, images, EPUB, and more
• Online & Offline — Works with cloud APIs or fully local models

Architecture

Document → Ingest → Chunk → Embed → Store
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Query → Understand → Search → Rerank → Answer

Tech Stack

Layer	Technologies
LLMs	OpenAI, Anthropic, Ollama, HuggingFace
Embeddings	OpenAI, Cohere, Sentence Transformers
Vector Stores	ChromaDB, FAISS
Search	BM25, Vector, Hybrid + Cross-Encoder Reranking
Documents	pdfplumber, PyMuPDF, camelot, python-docx
API	FastAPI
UI	Streamlit

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Something cool is coming.

Stay tuned.