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RAG w/ langchain

Setup Qdrant database:

docker pull qdrant/qdrant
docker run -p 6333:6333 -v $(pwd)/qdrant_storage:/qdrant/storage qdrant/qdrant

Create new qdrant collection:

curl -X PUT 'http://localhost:6333/collections/rag' \
  -H 'Content-Type: application/json' \
  --data-raw '{
    "vectors": {
      "size": 4096,
      "distance": "Dot"
    }
  }'

Install dependencies:

npm install

Run import:

npm run start langchain-qdrant.ts import

Ask question:

npm run start langchain-qdrant.ts ask