QA Chatbot 개발에 활용된 주요 Python Package
| 이름 | 패키지명 | 용도 | Github Repo |
|---|---|---|---|
| OpenAI | openai |
LLM | openai-python |
| LangChain | langchain |
SDK | langchain |
| LangServe | langserve |
deploy LangChain runnables and chains as a REST API | langserve |
| Starlette | starlette |
ASGI framework/toolkit | starlette |
| Uvicorn | uvicorn |
ASGI Server | uvicorn |
| FastAPI | fastapi |
Web Server | fastapi |
| Psycopg | psycopg |
Python driver for PostgreSQL (the most popular) | psycopg2 |
| Chroma | chromadb |
VDB | chroma |
| Weaviate | weaviate-client |
VDB | weaviate |
| OpenSearch | opensearch-py |
VDB | OpenSearch |
| Ragas | ragas |
evaluate Retrieval Augmented Generation (RAG) pipelines | ragas |