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Add RAG orchestrator and DB docker stacks#3

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Adrien/Docker-DB
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Add RAG orchestrator and DB docker stacks#3
AdrienThirion wants to merge 1 commit into
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Adrien/Docker-DB

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Introduce deployable vector DB and orchestrator components for the RAG pipeline. Adds docker/RAG_Orch (FastAPI orchestrator, Dockerfile, docker-compose, env examples, requirements and app modules: config, embeddings, indexing, helpers, progress, schemas, vector_store) with support for Milvus and Qdrant backends, upsert batching, Milvus page/token late-interaction layout and progress tracking. Adds docker/RAG_DB (Qdrant) and docker/RAG_DB_Milvus (Milvus + etcd + MinIO) with docker-compose, .env examples, README docs and persistent volume placeholders (.gitkeep). Updates .gitignore to ignore local DB volume paths while preserving the .gitkeep files.

Introduce deployable vector DB and orchestrator components for the RAG pipeline. Adds docker/RAG_Orch (FastAPI orchestrator, Dockerfile, docker-compose, env examples, requirements and app modules: config, embeddings, indexing, helpers, progress, schemas, vector_store) with support for Milvus and Qdrant backends, upsert batching, Milvus page/token late-interaction layout and progress tracking. Adds docker/RAG_DB (Qdrant) and docker/RAG_DB_Milvus (Milvus + etcd + MinIO) with docker-compose, .env examples, README docs and persistent volume placeholders (.gitkeep). Updates .gitignore to ignore local DB volume paths while preserving the .gitkeep files.
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