Semanlink - ChatGPT+Search

Parents:

ChatGPT+Search

Related Tags:

Descendants

3 Documents (Long List)

Greg Brockman sur Twitter : "Retrieval is probably going to be the most ubiquitous language model plugin for the near future"

Tags:

2023-03-26 About

Lior⚡ sur Twitter : "OpenAI just announced a new experimental model that knows when and how to browse the internet within ChatGPT! "

Tags:

2023-03-24 About

openai/chatgpt-retrieval-plugin

Tags:

> a flexible solution for semantic search and retrieval of personal or organizational documents using natural language queries

> It allows users to obtain the most relevant document snippets from their data sources, such as files, notes, or emails, by asking questions or expressing needs in natural language. Enterprises can make their internal documents available to their employees through ChatGPT using this plugin.

> uses OpenAI's text-embedding-ada-002 embeddings model to generate **embeddings of document chunks**, and then stores and queries them using a vector database on the backend (several databases supported)
>
> Developers can deploy their own Retrieval Plugin and register it with ChatGPT

(to be compared with [LangChain: Retrieval](doc:2023/03/langchain_retrieval))

Uses [FastAPI](tag:fastapi)

> The plugin can be hosted on **any cloud platform that supports Docker** containers, such as Fly.io, Heroku or Azure Container Apps

"Memory feature":

> capacity to provide ChatGPT with memory. (By utilizing the plugin's upsert endpoint)

Security

> main risk consideration is data authorization and privacy (no external effects). Developers should only add content into their Retrieval Plugin that they have authorization for and that they are fine with appearing in users’ ChatGPT sessions.

2023-03-24 About

Properties

sl:creationDate : 2023-03-15
sl:creationTime : 2023-03-15T01:21:00Z
rdf:type : sl:Tag
skos:altLabel : GPT+Search
skos:prefLabel : ChatGPT+Search