chroma-core/chroma
Chroma is an open-source search and retrieval database specifically designed for AI applications, supporting document retrieval and vector embeddings.
Awesome AI Agents › RAG and Business Analytics
Canner/WrenAI
Wren AI is an open-source Generative Business Intelligence (GenBI) AI agent designed to empower data-driven teams by enabling natural language interaction with their data. It allows users to chat with their data to generate Text-to-SQL queries, charts, spreadsheets, reports, dashboards, and business intelligence insights. The project supports multiple languages including English, German, Spanish, French, Japanese, Korean, Portuguese, and Chinese, making it accessible to a global audience. Wren AI integrates with a variety of Large Language Models (LLMs) such as OpenAI, Azure OpenAI, DeepSeek, Google AI Studio Gemini, Vertex AI, Bedrock, Anthropic, Groq, Ollama, and Databricks, allowing users to leverage powerful AI models for data analysis. The platform offers a user-centric, end-to-end solution for SQL AI generation, enabling users to ask complex business questions and receive AI-generated summaries, SQL queries, and visualizations. It features AI-powered data exploration that answers questions about available data and suggests intelligent follow-up queries. Wren AI also includes semantic indexing and a well-crafted UI/UX to provide context to the LLM about the business data, enhancing the accuracy and relevance of generated insights. Wren AI uses a Modeling Definition Language (MDL) to process metadata, schema, terminology, and data relationships, simplifying SQL query generation and reducing redundant coding. The system supports exporting data to popular tools like Excel and Google Sheets for further analysis. The project emphasizes security, accuracy, and ease of use, offering a turnkey solution for onboarding data and generating insights without requiring coding skills. Overall, Wren AI aims to revolutionize business intelligence by breaking down barriers to data insights with advanced AI-driven solutions, enabling faster, smarter, and more confident data-driven decision-making across organizations.
https://github.com/Canner/WrenAI
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