Openai style api for open large language models, using LLMs just as chatgpt! Support for LLaMA, LLaMA-2, BLOOM, Falcon, Baichuan, Qwen, Xverse, SqlCoder, CodeLLaMA, ChatGLM, ChatGLM2, ChatGLM3 etc. 开源大模型的统一后端接口

A project to show howto use SpringAI with Ollama to chat with the documents in a library. Documents are stored in a normal/vector database. The AI is used to create embeddings from documents that are stored in the vector database. The vector database is used to query for the nearest document. That document is used by the AI to generate the answer.

Text2SQL project comparing different LLM models

A fully local, Dockerized Text-to-SQL application that translates natural language questions into ClickHouse queries using Ollama. It features a FastAPI backend with integrated SQL validation, schema introspection, and a Streamlit frontend that automatically renders data charts.

Deploy the Defog sqlcoder2 llm on Modal (https://modal.com) using Hugging Face Text Generation Inference (TGI)

SQLens is an AI-powered SQL query generator that translates natural language questions into syntactically correct SQL statements using advanced Large Language Models (LLMs). SQLens streamlines data access and analysis by eliminating the need to write complex queries manually.