langchain api bots possible?

[seshubonam]

can this implementation be used as a template to build bots from other api endpoints like ones I could generate from langchain agents. for instance i have an api endpoint like this. wondering how can I integrate it as a matrix bot:

import requests

API_URL = "http://localhost:3000/api/v1/prediction/905e59a8-9958-4d1b-b83c-1240269861c5"

def query(payload): response = requests.post(API_URL, json=payload) return response.json()

output = query({ "question": "Hey, how are you?", })

[hibobmaster]

Sure! Example for !gpt command, the logic is:

1. use regular expression to get keyword !gpt and extract user's prompt https://github.com/hibobmaster/matrix_chatgpt_bot/blob/ea3a2cc98fa7807407f2438385618e2530ddb31c/bot.py#L219-L221
2. call function gpt https://github.com/hibobmaster/matrix_chatgpt_bot/blob/ea3a2cc98fa7807407f2438385618e2530ddb31c/bot.py#L223-L229 https://github.com/hibobmaster/matrix_chatgpt_bot/blob/ea3a2cc98fa7807407f2438385618e2530ddb31c/bot.py#L533-L557C55 https://github.com/hibobmaster/matrix_chatgpt_bot/blob/ea3a2cc98fa7807407f2438385618e2530ddb31c/askgpt.py
3. send the message generated by api endpoint to user https://github.com/hibobmaster/matrix_chatgpt_bot/blob/ea3a2cc98fa7807407f2438385618e2530ddb31c/bot.py#L552

In short: You get the response from

output = query({
"question": "Hey, how are you?",
})

extract the content you want from json, then send back to user by simply call send_room_message

[hibobmaster]

Can you tell me which api endpoints do you use, so i can test it.

[seshubonam]

thanks for the quick response. im using flowise which is a ui for langchain. can build almost anything thats possible with langchainJS. even babyagi and autogpt can be built on flowise with langchain JS backend and a drag and drop ui. output is an api in python,js, curl or an embeddable chatbot. https://github.com/FlowiseAI/Flowise

[hibobmaster]

I have tested locally, can you verify it? https://github.com/hibobmaster/matrix_chatgpt_bot/commit/600c5e161a1e7c5e681ab217ebbbefc74f3b2cfc Pull the latest docker image If you are using config.json, add flowise_api_url If you are using .env, add FLOWISE_API_URL https://github.com/hibobmaster/matrix_chatgpt_bot/wiki/Langchain-(flowise)

[seshubonam]

will update soon, thanks for the awesome work

[hibobmaster]

@seshubonam The current Flowise API does not support context conversation. I will temporarily set it aside and plan to implement session isolation in the future once Flowise supports context conversation.

[seshubonam]

sure thing! thanks