How do domain-specific chatbots work? A retrieval augmented generation overview

This page summarizes the projects mentioned and recommended in the original post on news.ycombinator.com

SurveyJS - Open-Source JSON Form Builder to Create Dynamic Forms Right in Your App
With SurveyJS form UI libraries, you can build and style forms in a fully-integrated drag & drop form builder, render them in your JS app, and store form submission data in any backend, inc. PHP, ASP.NET Core, and Node.js.
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InfluxDB - Power Real-Time Data Analytics at Scale
Get real-time insights from all types of time series data with InfluxDB. Ingest, query, and analyze billions of data points in real-time with unbounded cardinality.
www.influxdata.com
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  • zep-js

    Zep - Long-Term Memory for ‍AI Assistants (TypeScript Client)

  • Relatedly, to have a useful chatbot you need to track chat history in a way very similar to augmenting with document retrieval, but you may need to generate embeddings and summaries as you go.

    A friend of mine is working on an OSS memory system for chat apps that helps store, retrieve, summarize chat history, and documents to now, I believe, on top of LangChain: https://www.getzep.com/

  • SurveyJS

    Open-Source JSON Form Builder to Create Dynamic Forms Right in Your App. With SurveyJS form UI libraries, you can build and style forms in a fully-integrated drag & drop form builder, render them in your JS app, and store form submission data in any backend, inc. PHP, ASP.NET Core, and Node.js.

    SurveyJS logo
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