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51CTO
4 个月
使用 RAG、LangChain、FastAPI 与 Streamlit 构建 Text-to-SQL 聊天机器人
在这个项目中,我构建了一个由 AI 驱动的聊天机器人,它可以将自然语言问题转换为 SQL 查询,并直接从真实的 SQLite 数据库中检索答案。借助 LangChain、Hugging Face Embeddings 和 Chroma 向量存储,这个应用展示了如何通过 Retrieval-Augmented Generation(RAG,检索增强生成 ...
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