Merge pull request #144 from mongodb-developer/partner/galileo-hallucination

Partner/galileo hallucination

Author: RichmondAlake

partners/README.md

@@ -1 +1,36 @@
-Contributions from our AI partners.
+# MongoDB Gen AI Partners Showcase
+
+This directory contains collaborative AI projects and showcases developed in partnership with leading AI and technology companies. These partnerships demonstrate real-world applications of MongoDB's AI capabilities across various industries and use cases, showcasing how MongoDB's vector search, Atlas Search, and other AI-powered features can be integrated with cutting-edge AI platforms and frameworks.
+
+Each partner brings their unique expertise and technology stack to create comprehensive solutions that address specific industry challenges. From regulatory compliance and supply chain management to AI safety and knowledge discovery, these collaborations highlight the versatility and power of MongoDB's AI ecosystem.
+
+## Partner Notebooks
+
+| Partner | Notebook | Use Case | Link |
+|---------|----------|----------|------|
+| **Ada** | Transaction Compliance Monitoring System with Document Ingestion | Regulatory Compliance - AI-powered system for automating regulatory checks on financial transactions using MongoDB vector search and LLMs | [View Notebook](ada/transaction_compliance_monitoring_system_with_document_ingestion.ipynb) |
+| **Galileo** | AI Hallucination Detection and Reduction | AI Safety - Techniques for detecting and reducing hallucinations in AI systems to improve reliability and accuracy | [View Notebook](galileo/ai_hallucination_detection_and_reduction.ipynb) |
+| **Gravity9** | Agentic System Enhanced Contract and Supply Chain Management for International Shipping | Supply Chain Management - Agentic RAG solution for contract and supply chain management in international shipping | [View Notebook](gravity9/Agentic_System_Enhanced_Contract_and_Supply_Chain_Management_for_International_Shipping.ipynb) |
+| **LangChain** | Agentic Knowledge Discovery | Knowledge Discovery - Advanced agentic systems for intelligent knowledge discovery and information retrieval | [View Notebook](langchain/agentic_knowledge_discovery_notebook.ipynb) |
+| **LlamaIndex** | Cemex + MongoDB + LlamaCloud Demo | Enterprise Integration - Demonstration of MongoDB integration with LlamaCloud using real-world enterprise data from Cemex | [View Notebook](llamaindex/Cemex+MongoDB+LlamaCloud_demo.ipynb) |
+
+## About Our Partners
+
+### Ada
+[Ada](https://www.ada.cx/) is an AI customer service company making service extraordinary for everyone. A transformation partner and platform that helps enterprise companies deliver experiences people love by accelerating a businesses' AI maturity and improving Agent performance.
+
+### Galileo
+Galileo specializes in AI safety and reliability, providing tools and techniques for evaluating and improving AI model performance, particularly in detecting and reducing hallucinations.
+
+### Gravity9
+[Gravity9](https://www.gravity9.com/) is a leading software consultancy specializing in turning legacy complexity into digital agility. They are at the intersection of **Product + Engineering + AI**, helping organizations leverage cutting-edge technologies to drive business growth and efficiency.
+
+### LangChain
+LangChain is a framework for developing applications powered by language models, enabling developers to build context-aware and reasoning applications.
+
+### LlamaIndex
+LlamaIndex is a data framework for building LLM applications, providing tools for data ingestion, indexing, and querying to connect custom data sources with large language models.
+
+---
+
+These partnerships demonstrate MongoDB's commitment to fostering innovation in the AI ecosystem and providing developers with comprehensive solutions for building intelligent applications across various domains and industries.