A collection of compact, high performance text-embedding models trained using our proposed LEAF framework, see https://arxiv.org/abs/2509.12539
MongoDB
company
Verified
AI & ML interests
RAG (Retrieval-Augmented Generation) Vector Database
Recent Activity
Organization Card
Build intelligent applications powered by semantic search and generative AI over any type of data
What is Atlas Vector Search?
Integrate your operational database and vector search in a single, unified, and fully managed platform with a MongoDB native interface that can leverage large language models (LLMs) through popular frameworks.
spaces 9
Running
Agents
3
MongoDB Atlas Vector Search Movies Chat
🍿
Find and summarize relevant movies based on your query
Runtime error
Agents
Mongodb Gemini Rag
♊
Search for employee information using questions
Running
Battleship AI
🏴
Runtime error
2
Geo Ai Search
👀
Runtime error
Agents
2
Haystack and MongoDB Integrated chat
🍃
Build error
Agents
Whatscooking Advisor
⚡
models 41
MongoDB/voyage-4-nano-GGUF
Feature Extraction • 0.3B • Updated • 97
MongoDB/rerank-3-lite
Updated • 62
MongoDB/rerank-3
Updated • 73 • 2
MongoDB/voyage-code-4
Updated • 582 • 2
MongoDB/mdbr-leaf-mt
Feature Extraction • 22.6M • Updated • 80.2k • • 27
MongoDB/mdbr-leaf-ir
Sentence Similarity • 22.6M • Updated • 13.1k • • 68
MongoDB/voyage-context-4
Updated • 18.2k • 4
MongoDB/voyage-4
Updated • 1.88k • 5
MongoDB/voyage-4-large
Updated • 1.18k • 12
MongoDB/voyage-4-lite
Updated • 312 • 3
datasets 24
MongoDB/AptMQL-Bench
Viewer • Updated • 3.19k • 677 • 3
MongoDB/cooking-videos-with-captions
Viewer • Updated • 4 • 146
MongoDB/legal-docs
Viewer • Updated • 3 • 64
MongoDB/english-words-definitions
Viewer • Updated • 467k • 123 • 4
MongoDB/wikipedia-22-12-en-voyage-embed
Viewer • Updated • 342k • 796
MongoDB/wikipedia-22-12-en-nomic-embedded
Viewer • Updated • 951k • 14
MongoDB/wikipedia-22-12-en-annotation
Viewer • Updated • 87.2k • 52
MongoDB/mongodb-docs-embedded
Viewer • Updated • 107 • 22
MongoDB/mongodb-docs
Viewer • Updated • 20 • 28 • 1
MongoDB/supply_chain_contracts_dataset_small
Viewer • Updated • 200 • 68 • 2