GPT Workspace Assistant

GPT Librarian understands all your docs, connect your docs today and find the answers you need in seconds.

How

Connect one of your knowledge bases to your workspace, once connected the chatbot will be able to answer questions with inputs from your content

Available connectors:

• Notion ✅
• Google Docs (coming soon)
• Github (coming soon)
• Confluence (coming soon)

Let me know what integration you would like to see included by opening a new issue!

Features

• Chat: Ask any question to the chatbot, it will answer the question and give you the sources that were used to answer it ✅
• Semantic search: Query your whole workspace with inteligent semantic search ✅
• Ask a question directly from slack or discord (coming soon)

Tech stack

SST.dev to define and orchestrate all AWS services

Backend

AWS services

• dynamodb for all persisted data
• lambda for all compute
• API Gateway for the API
• Cloudfront CDN
• AWS SSM to store secrets
• ...

Other APIs

• openai API for computing embeddings, checking moderation compliance, and creating completions
• pinecone.io to host and query embeddings

Frontend

solidjs with tanstack query, solid router. Plannig on migrating to solidstart as soon as it is available on SST

Host it yourself

Worried about your data or want to customize this project? Host this full stack yourself

To deploy the stack you will need to have:

• AWS account, aws-cli installed
• Openai account, set your api key as a token by running npx sst secrets set OPENAI_API_KEY <YourToken>
• Pinecone account, set your api key as a token by running npx sst secrets set PINECONE_TOKEN <YourToken>
• Domain name settings: Change the domain name value form app.gpt-worskapce.com to your custom domain name, create a route53 hosted zone for that domain name, and a ACM certificate with wildcard for that same domain name.

In the future I might make hosting this easier by having one click deploy on vercel to avoid domain config

Acknowlegments

Some prompts were used from the great LangChain, but I wanted to keep this whole project in typescript so the package is not used directly.

Another Project that has a similar scope but was not used directly is GPT Index

License

Inspired by Dub.sh, gpt-librarian is open-source under the GNU Affero General Public License Version 3 (AGPLv3) or any later version. You can find it here.