ERPNext + LLM (ChatGPT, Ollama)

[Antony_Praveenkumar]

Project Description: We’re developing an exciting initiative to enhance ERPNext with AI capabilities, revolutionizing business decision-making. Our goal is to integrate tools like ChatGPT and Ollama for real-time data analysis, enabling features such as AI-driven business suggestions, SQL generation, and automated report creation. Join our open-source collaboration to shape the future of intelligent ERP solutions and empower businesses with data-driven insights.

Anyone Intrested Please Drop Your Comments.

Contact

Github : Antony-M1 · GitHub
Linkedin : Antony

[fkardame]

This is interesting.

Any progress on this ?

[Antony_Praveenkumar]

Yes we explored the Langchain using of SQL query generation. some how we are stuck in the low hardware issues we explore the vast.ai. but sometimes that one is not good I’m in the face of finding the hardware resource.

[rohit_pai]

Seems like a great initiative!

[max_morais_dmm]

There’s some iniciatives already ongoing!

Frappe Framework + CrewAI = KAI -- Native AI Agents in Frappe

Hi All, For people who are interested in Frappe integration with AI Agents you can look at the custom app below. This app allows us to Create AGENTS that will complete TASKS using AI. It is very new so needs more testing but sky is the limit what can be done with it. By Adding more TOOLS it will be possible to do many tasks in frappe and ERPNExt directly. Let me know if you find it useful. Thanks Kemal

ERPNext CoPilot | Raaj Tailor

techmaxsolucoes/babyagi-asi/blob/main/src/babyagi.py#L269

[fkardame]

@Antony_Praveenkumar

Yes we explored the Langchain using of SQL query generation. some how we are stuck in the low hardware issues we explore the vast.ai. but sometimes that one is not good I’m in the face of finding the hardware resource.

Which hardware are you using ?

[Antony_Praveenkumar]

I’m Using the 16GP Ram + 1TP SSD machine don’t have GPU sometimes I rent the google colab T4 if I want to fine-tune the llm.

@fkardame

Which hardware are you using ?

[Antony_Praveenkumar]

ERPNext + LLM (ChatGPT, Ollama) | Part -2

Here the Part -1 I have done the crawling on these three sites. docs.erpnext.com frappeframework.com frappehr.com And converted as datasets and stored in the HugginFace. Here is the dataset link. antony-pk/erpnext-docs-ds antony-pk/erpnext-frappeframework-ds antony-pk/erpnext-frappe-hr-ds From this Custom Dataset I have done the fine tune using the microsoft/Phi-3-mini-4k-instruct pre-trained model. Here the custom model antony-pk/Phi-3-mini-4k-instruct-erpnext. The model I fine-tuned i…

@fkardame @max_morais_dmm @rohit_pai