GitHub - Yugsolanki/mindspring: 🌱 MindSpring — A high-precision RAG system featuring hybrid search (Qdrant + BM25) for better accuracy, LLM-driven contextual enrichment, and fault-tolerant ingestion via Temporal. Built with Python, FastAPI, and Docker.

Name		Name	Last commit message	Last commit date
alembic		alembic
app		app
libs		libs
.dockerignore		.dockerignore
.env		.env
.env.docker		.env.docker
.gitignore		.gitignore
.gitmodules		.gitmodules
.pre-commit-config.yaml		.pre-commit-config.yaml
.python-version		.python-version
AGENTS.md		AGENTS.md
README.md		README.md
alembic.ini		alembic.ini
docker-compose.yaml		docker-compose.yaml
dockerfile		dockerfile
main.py		main.py
pyproject.toml		pyproject.toml
requirements.txt		requirements.txt
uv.lock		uv.lock

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🌱 MindSpring — A high-precision RAG system featuring hybrid search (Qdrant + BM25) for better accuracy, LLM-driven contextual enrichment, and fault-tolerant ingestion via Temporal. Built with Python, FastAPI, and Docker.

ai chatbot llm rag rag-pipeline webscraping

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