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

nlp docker openai llama baichuan llms langchain chatglm internlm llama2 qwen xverse sqlcoder code-llama

• Updated Sep 26, 2024
• Python

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.

java angular typescript ai spring-boot gradle angular-material postgresql embeddings liquibase vector-database llm chatgpt pgvector ollama sqlcoder deepseek-coder spring-ai spring-boot-4 jev-model

• Updated Oct 26, 2026
• Java

Text2SQL project comparing different LLM models

text2sql huggingface-transformers llm sqlcoder llama2-7b

• Updated Jan 18, 2024
• Jupyter Notebook

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.

docker-compose clickhouse self-hosted text-to-sql fastapi streamlit llm local-ai ollama sqlcoder

• Updated Aug 7, 2026
• Python

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

sql code-generation text-to-sql huggingface llm text-generation-inference sqlcoder modal-labs defog-ai

• Updated Dec 12, 2023
• Python

Turn natural-language questions into SQL with a locally hosted LLM (SQLCoder-7B GPTQ). Use it through a Flask REST API, an interactive CLI or batch mode over a CSV, with automatic fallback from GPTQ to 4-bit to fp16 loading.

python nlp flask rest-api transformers pytorch sql-generation quantization text-to-sql nl2sql huggingface llm gptq bitsandbytes sqlcoder

• Updated Oct 28, 2026
• Python

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.

python nlp machine-learning natural-language-processing sql ai language-models semantic-search query-generator text-to-sql huggingface streamlit llm prompt-engineering langchain sqlcoder

• Updated May 11, 2025
• Python