defmodule EmbedbaseEx do
@moduledoc """
It's easy to get a prototype up-and-running. But, that's not where it stops. How do you persist data? Which LLM should you use? How can you keep up with the ever advancing pace of AI?
Embedbase provides you with all the tools you need to create native production-ready applications powered by LLMs.
> https://embedbase.xyz/
"""
alias EmbedbaseEx.ExHttp
@api_url "https://api.embedbase.xyz"
@default_retries 5
require Logger
def embedbase_api() do
System.fetch_env("EMBEDBASE_KEY")
end
# Inserting Data
def insert_data(dataset_id, data, embedbase_api) when is_list(data) do
url = "#{@api_url}/v1/#{dataset_id}"
Enum.map(data, fn %{content: content, tag: tag} ->
body = %{documents: [%{data: content}]}
{:ok, %{id: id}} =ExHttp.http_post(url, body, embedbase_api, @default_retries)
{tag, id}
end)
end
def insert_data(dataset_id, data, embedbase_api) do
url = "#{@api_url}/v1/#{dataset_id}"
body = %{documents: [%{data: data}]}
ExHttp.http_post(url, body, embedbase_api, @default_retries)
end
def insert_data(dataset_id, data, metadata, embedbase_api) do
url = "#{@api_url}/v1/#{dataset_id}"
body = %{documents: [%{data: data, metadata: metadata}]}
ExHttp.http_post(url, body, embedbase_api, @default_retries)
end
# Updating Data
def update_data(dataset_id, data, id, embedbase_api) do
url = "#{@api_url}/v1/#{dataset_id}"
body = %{documents: [%{data: data, id: id}]}
ExHttp.http_post(url, body, embedbase_api, @default_retries)
end
# Using Bing Search
def search_data(question, :bing, embedbase_api) do
url = "#{@api_url}/v1/internet-search"
body = %{query: question, engine: "bing"}
ExHttp.http_post(url, body, embedbase_api, @default_retries)
end
def search_data(dataset_id, question, embedbase_api) do
url = "#{@api_url}/v1/#{dataset_id}/search"
body = %{query: question}
ExHttp.http_post(url, body, embedbase_api, @default_retries)
end
# Delete data
def delete_data(dataset_id, ids, embedbase_api) do
url = "#{@api_url}/v1/#{dataset_id}"
body = %{ids: ids}
ExHttp.http_delete(url, body, embedbase_api, @default_retries)
end
# Delete dataset
def delete_dataset(dataset_id, embedbase_api) do
url = "#{@api_url}/v1/#{dataset_id}/clear"
ExHttp.http_delete(url, embedbase_api, @default_retries)
end
end