Skip to content
This repository was archived by the owner on Jul 18, 2025. It is now read-only.

databricks-industry-solutions/diy-llm-qa-bot

Repository files navigation

image

CLOUD
POC


⚠️ Repository Archived

This repository is no longer maintained.
Please use the updated demo available here:
👉 Lakehouse AI: Deploy Your LLM Chatbot


🧠 Original Project Overview (Archived)

This solution accelerator demonstrated how to build a domain-specific Q&A bot using large language models (LLMs) and your own data. The application combined user questions with relevant documents to generate grounded responses.

The original project consisted of:

  • 01: Build Document Index
  • 02: Assemble Application
  • 03: Deploy Application

⚠️ Support Disclaimer

This project is provided as-is and is no longer actively supported by Databricks.
Please do not submit support tickets for this repository.
For the latest supported implementation, visit the new demo linked above.


© 2023 Databricks, Inc. All rights reserved. Source code is provided under the Databricks License.

Included Third-Party Libraries:

Library Description License Source
langchain LLM composability framework MIT https://pypi.org/project/langchain/
tiktoken Fast BPE tokenizer for OpenAI models MIT https://pypi.org/project/tiktoken/
faiss-cpu Similarity search and clustering for dense vectors MIT https://pypi.org/project/faiss-cpu/
openai OpenAI API client MIT https://pypi.org/project/openai/

About

Driving a Large Language Model Revolution in Customer Service and Support

Resources

License

Contributing

Security policy

Stars

Watchers

Forks

Releases

No releases published

Packages

No packages published

Contributors 4

  •  
  •  
  •  
  •  

Languages