Mindinventory / MindSQL
MindSQL: A Python Text-to-SQL RAG Library simplifying database interactions. Seamlessly integrates with PostgreSQL, MySQL, SQLite, Snowflake, and BigQuery. Powered by GPT-4 and Llama 2, it enables natural language queries. Supports ChromaDB and Faiss for context-aware responses.
☆230Updated last month
Related projects ⓘ
Alternatives and complementary repositories for MindSQL
- MAC-SQL: A Multi-Agent Collaborative Framework for Text-to-SQL☆193Updated 4 months ago
- TAG-Bench: A benchmark for table-augmented generation (TAG)☆595Updated this week
- Evaluate the accuracy of LLM generated outputs☆563Updated 3 weeks ago
- ☆253Updated 4 months ago
- A efficient and effective few-shot NL2SQL method on GPT-4.☆437Updated 5 months ago
- LOTUS: A semantic query engine - process data with LLMs as easily as writing pandas code☆425Updated this week
- [EMNLP 2024: Demo Oral] RAGLAB: A Modular and Research-Oriented Unified Framework for Retrieval-Augmented Generation☆258Updated last month
- An enterprise-grade AI retriever designed to streamline AI integration into your applications, ensuring cutting-edge accuracy.☆265Updated 2 weeks ago
- ☆331Updated 7 months ago
- A collection of architectural patterns leveraging Large Language Models (LLMs) for efficient Text-to-SQL generation.☆153Updated last year
- collection of text2cypher datasets, evaluations, and finetuning instructions☆137Updated 5 months ago
- Microsoft's GraphRAG + AutoGen + Ollama + Chainlit = Fully Local & Free Multi-Agent RAG Superbot☆505Updated 4 months ago
- A collection of personally developed projects contributing towards the advancement of Artificial General Intelligence(AGI)☆115Updated 11 months ago
- Official repo for "LongRAG: Enhancing Retrieval-Augmented Generation with Long-context LLMs".☆192Updated 2 months ago
- Contextual Harnessing for Efficient SQL Synthesis☆120Updated last week
- A knowledge graph RAG app using LangChain and Neo4j.☆184Updated 3 months ago
- Code and data for the paper "DBCᴏᴘɪʟᴏᴛ: Scaling Natural Language Querying to Massive Databases"☆59Updated this week
- Code for explaining and evaluating late chunking (chunked pooling)☆248Updated last month
- Repository for "MultiHop-RAG: A Dataset for Evaluating Retrieval-Augmented Generation Across Documents" (COLM 2024)☆206Updated this week
- Numbers Station Text to SQL model code.☆230Updated last year
- Using Large Language Models (LLMs) to convert natural language queries to sql☆39Updated last month
- Advanced Retrieval-Augmented Generation (RAG) through practical notebooks, using the power of the Langchain, OpenAI GPTs ,META LLAMA3 ,A…☆240Updated 6 months ago
- Neo4j GraphRAG for Python☆222Updated 2 weeks ago
- Automated Evaluation of RAG Systems☆484Updated 2 weeks ago
- A collection of notebooks/recipes showcasing usecases of open-source models with Together AI.☆431Updated last week
- Repository to demonstrate Chain of Table reasoning with multiple tables powered by LangGraph☆146Updated 7 months ago
- ☆299Updated 11 months ago
- ARAGOG- Advanced RAG Output Grading. Exploring and comparing various Retrieval-Augmented Generation (RAG) techniques on AI research paper…☆96Updated 7 months ago
- Visualize Different Text Splitting Methods☆198Updated this week
- ☆49Updated 2 months ago