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feishu-vector-knowledge-management's Introduction

Feishu-OpenAI ×(Embeddings + Qdrant)

🚀 Feishu Vector Knowledge Management 🚀

👻 机器人功能

除了 Feishu-OpenAI 支持内功能外, 增加了知识库功能,其中具体有:

💬 知识库问答:使用 /faq 或 知识库 作为查询指令

🗣 知识库 CSV 导入:支持导入 CSV 格式向量数据

🎭 知识库 CSV 创建:支持重建 CSV 格式向量文件,降低 token 成本 🚧

📝 知识库管理:支持导入 URL 网页、文件数据 🚧

🔒 知识库管理:支持查询数据库记录并增删改记录 🚧

🍊 缓存问题向量:降低 token 成本,减少重复查询 🚧

🌟 项目特点

  • 🥒 基于 Embeddings + Qdrant 查询上下文

项目部署

导入数据

git clone https://github.com/ConnectAI-E/Feishu-Vector-Knowledge-Management
cd Feishu-Vector-Knowledge-Management
go run ./cmd - prepare csv -f <csvfile>

CSV 文件表头

id,url,title,text,title_vector,content_vector,vector_id

样例数据下载

部署

docker-compose 部署

编辑 docker-compose.yaml,通过 environment 配置相应环境变量(或者通过 volumes 挂载相应配置文件),然后运行下面的命令即可

# 构建镜像
docker compose build

# 启动服务
docker compose up -d

# 停止服务
docker compose down

事件回调地址: http://IP:9000/webhook/event 卡片回调地址: http://IP:9000/webhook/card

更多交流

更多结节请访问项目 Feishu-OpenAI

feishu-vector-knowledge-management's People

Contributors

xqbumu avatar leizhenpeng avatar

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