Bittensor LangChain Wrapper

This repository contains a language model wrapper for the Bittensor network, leveraging the functionality of BitAPAI features such as logging, benchmarking and advanced model selection parameters. The BitAPAI_Wrapper class allows for easy interaction with the BitAPAI endpoint, enabling the sending and receiving of messages. The wrapper uses an API key for authentication and supports secure HTTPS connections.

You can get a BitAPAPI key here.

Supported parameters for BitAPAI interaction

• uids: List[int] A list of unique identifiers (UIDs) to query. If left empty (default is []), BitAPAI will query the top-incentivized miners on the network.
• pool_id: int The id of the BitAPAPI miner pool to query.
• count: int The number of UIDs to query. Default value is 20.
• return_all: bool A boolean flag indicating whether to return all responses from the BitAPAI endpoint. If set to False (default), choose one randomly among the top count responses.
• exclude_unavailable: bool A boolean flag indicating whether to exclude unavailable miners from the query. If set to True (default), any miners that are currently unavailable will be excluded from the query.

Code examples

bitapai = BitAPAI_Wrapper()
bitapai.api_key = '<YOUR-BITAPAI-API-KEY>'

messages = [
    {
      "role": "system",
      "content": "You are an AI assistant"
    },
    {
      "role": "user",
      "content": "What is the meaning of life?"
    },
    {
      "role": "assistant",
      "content": "42"
    },
    {
      "role": "user",
      "content": "What is the question?"
    }
]

• Default settings (get one response from top-20 miners)

# Call the BitAPAI endpoint
response = bitapai(messages)
# Print the response
print('\n'.join(response))

• Specify return_all (get all responses from top-20 miners)

# Call the BitAPAI endpoint
response = bitapai(messages, return_all=True)
# Print the response
print('\n'.join(response))

• Specify exclude_unavailable and count (get all responses from top-50 miners, excluding unavailable miners)

# Call the BitAPAI endpoint
response = bitapai(messages, return_all=True, exclude_unavailable=True, count=50)
# Print the response
print('\n'.join(response))

• Specify pool_id and return_all (get responses from UIDs of a certain miner pool - created and managed on BitAPAI)

# Call the BitAPAI endpoint
response = bitapai(messages, pool_id=1, return_all=True)
# Print the response
print('\n'.join(response))

Please refer to the codebase and BitAPAI documentation for more detailed usage and implementation details.