Gem to invoke API calls to Huggingface and OpenAI LLMs.
Support both Huggingface and OpenAI models.
gem install llm_lib
Replace 'API_KEY' with your actual OpenAI/Huggingface API key
apikey = ENV['OPENAI_API_KEY']
client = LlmLib::OpenAIClient.new(apikey)
prompt = "Once upon a time"
max_tokens = 100
response = client.chat_gpt_call(prompt,
max_tokens)
puts response
apikey = ENV['HUGGINGFACE_API_KEY']
client = LlmLib::HuggingfaceApiClient.new(apikey)
query = "Once upon a time"
response = client.hugging_bloom_call(query)
puts response
Currently support following models, more models will be added in the future.
- gpt-3.5-turbo
- gpt-4
- bigscience/bloom
- tiiuae/falcon-40b-instruct
- meta-llama/Llama-2-70b-chat-hf
- databricks/dolly-v2-12b
- google/flan-t5-xl
Use following example to invoke unavailable models from huggingface.
class HuggingfaceApiClient
def initialize(api_key)
@api_key = api_key
end
def hugging_dolly2_call(query, model = "databricks/dolly-v2-12b")
response = HuggingFace.send(@api_key,
model,
query
)
response
end
end
require 'llm_lib/huggingface'
For more visit the documentation.
This is only a API wrapper for OpenAI and Huggingface models. Usage license, pricing, limitations, etc; are relevant to each model and provider, thus their guidelines and documentation must be read and followed before using.