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https://github.com/kevinknights29/deploy_cloud_based_llm_apps_in_azure

This project aims to build a social media marketing application for the session: `Deploy Cloud Based LLM Apps in Azure`
https://github.com/kevinknights29/deploy_cloud_based_llm_apps_in_azure

azure llm python streamlit-webapp

Last synced: 23 days ago
JSON representation

This project aims to build a social media marketing application for the session: `Deploy Cloud Based LLM Apps in Azure`

Host: GitHub
URL: https://github.com/kevinknights29/deploy_cloud_based_llm_apps_in_azure
Owner: kevinknights29
License: apache-2.0
Created: 2023-11-24T22:49:56.000Z (12 months ago)
Default Branch: main
Last Pushed: 2023-12-01T04:47:56.000Z (11 months ago)
Last Synced: 2024-05-09T00:20:01.730Z (6 months ago)
Topics: azure, llm, python, streamlit-webapp
Language: Python
Homepage:
Size: 20.8 MB
Stars: 1
Watchers: 3
Forks: 0
Open Issues: 0
Metadata Files:
- Readme: README.md
- License: LICENSE

Awesome Lists containing this project

README

        # Deploy_Cloud_Based_LLM_Apps_in_Azure

This project aims to build a social media marketing application for the session: `Deploy Cloud Based LLM Apps in Azure`

![image](https://github.com/kevinknights29/Deploy_Cloud_Based_LLM_Apps_in_Azure/assets/74464814/e679a904-59be-4e28-8ffa-49c89db7ba24)

## Topics

1. [Overview](#overview)

2. [Goals](#goals)

3. [Scope and Context](#scope-and-context)

4. [System Design](#system-design)

5. [Alternatives Considered](#alternatives-considered)

6. [Learning Logs](#learning-logs)

7. [Resources](#resources)

---

## Overview

## Goals

## Scope and Context

## System Design

## Alternatives Considered

## Learning Logs

| Date | Learning |

|------|----------|

|      |          |

## Resources

- [Streamlit App on Azure](https://towardsdatascience.com/beginner-guide-to-streamlit-deployment-on-azure-f6618eee1ba9)

- [qdrant Azure Kubernetes Service](https://github.com/Azure-Samples/qdrant-azure/blob/main/Azure-Kubernetes-Svc/README.md)

- [RAG OpenAI and qdrant](https://colab.research.google.com/github/qdrant/examples/blob/master/rag-openai-qdrant/rag-openai-qdrant.ipynb#scrollTo=43154775)

- [qdrant Quick Start Guide](https://qdrant.tech/documentation/quick-start/)

- [qdrant locally with Docker](https://github.com/Azure-Samples/qdrant-azure/blob/main/Local-Docker-Deployment/README.md)

- [Streamlif Getting Started Docs](https://docs.streamlit.io/library/get-started)

- [OpenAI Chat Completion Error](https://stackoverflow.com/questions/77444332/openai-python-package-error-chatcompletion-object-is-not-subscriptable)

- [Upload PDF to Streamlit](https://medium.com/@jyotikhetan2/creating-a-pdf-viewer-with-streamlit-uploading-and-displaying-pdf-files-26587097d047)

- [Langchain with qdrant](https://python.langchain.com/docs/integrations/vectorstores/qdrant)

- [Langchain document transformer](https://python.langchain.com/docs/modules/data_connection/document_transformers/)

- [Langchain OpenAI emebeddings](https://python.langchain.com/docs/integrations/text_embedding/openai)

- [OpenAI cookbook - qdrant](https://cookbook.openai.com/examples/vector_databases/qdrant/using_qdrant_for_embeddings_search)