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DanswerAI
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DanswerAI
@DanswerAI
Open source question-answering system Ask questions in natural language and get back answers backed by private sources such as Slack, GitHub, Confluence, etc.
Joined Kasım 2024
4 Following242 Followers
DanswerAI retweeted

.@DanswerAI (YC W24) is an open source, self-hostable ChatGPT with team-specific knowledge. Instead of searching Slack, Google Drive, Jira, etc, users can get answers by just asking in natural language.
ycombinator.com/launches/KGf-d…
Congrats on the launch, @ChrisWeves & @YuhongSun96!
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DanswerAI retweeted

@DanswerAI just crossed 10K GitHub stars, and I want to share my learnings for getting traction on open source projects. (see thread)

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DanswerAI retweeted

🚀@DanswerAI launched! Open source, self-hostable ChatGPT w/ team-specific knowledge
🌐danswer.ai
📊AI-powered search across your company's tools
🔍Search & Chat w/ your team's data
🔌25+ integrations
Congrats @ChrisWeves @YuhongSun96!
tryfondo.com/blog/danswer-l…
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DanswerAI retweeted

Had fun shipping ML models at the @DanswerAI office this week! Great product, great team, and great momentum.

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DanswerAI retweeted

构建基于文档的生产级 RAG 聊天系统
@DanswerAI x @UnstructuredIO
文章展示了如何将 Unstructured 的文档处理能力无缝集成到 Danswer 开源 AI 助手系统中,从而显著增强了系统处理各种文档格式的能力。
通过详细介绍集成步骤和提供代码示例,文章不仅为开发者提供了实用的技术指导,还展示了如何快速改进现有 AI 系统以应对企业文档管理的挑战。
这种集成方法突出了开源工具和 API 在构建灵活、强大的企业级 AI 解决方案中的重要性,同时也反映了 RAG 技术正从实验阶段向生产环境过渡的行业趋势,为企业提供了一种高效、可扩展的方式来实现基于文档的智能对话系统。
背景介绍
- RAG 技术正从试点阶段迈向生产应用。
- Danswer 是一个开源 AI 助手,可以与企业文档进行对话。
- Unstructured 是一个处理非结构化数据的工具。
集成目的
- 通过 Unstructured 的 Serverless API 处理 Google Drive 中保存的文档。
- 增强原有文档提取实现的效果。
集成步骤 (5 个主要步骤)
a) 添加新函数到文件处理模块
- 设置 SDK 分区请求
- 实现 read_any_file 函数,通过 Unstructured API 读取文件
b) 更新 Google Drive 连接器
- 修改 extract_text 函数,使用新的 read_any_file 函数
- 支持 PDF, PPT, Excel, Word 等文件格式
c) 更新依赖要求
- 修改 requirements 文件,确保兼容性
d) 更新 Dockerfile
- 添加 Unstructured 库的额外依赖
e) 更新 Docker Compose 配置
- 添加 Unstructured API 密钥环境变量
博客地址:
unstructured.io/blog/using-dan…
开源项目地址:
github.com/Unstructured-I…

Unstructured@UnstructuredIO
⏰ New blog post : “Using Danswer with Unstructured for Production RAG Chat With Your Docs” In this blog post, we describe:
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DanswerAI retweeted

Started a podcast series with YC founders from my batch to discuss GTM strategies! First episode is a 20-min chat with @Yuhong_S from @DanswerAI. Thinking of recording the journey of these companies every 6 months—maybe a future documentary in the making! Episode link in comments. 👉
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