docs2vecs/docs/readme/sample-config-file-1.yml at main · MarouaneBenabdelkader/docs2vecs · GitHub

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definitions:
  - skill: &FileScanner
      type: file-scanner
      name : multi-file-scanner
      params:
        path: /path/to/files/to/scan/
        recursive: false

  - skill: &FileReader
      type: file-reader
      name : multi-file-reader

  - skill: &SemanticSplitter
      type: splitter
      name: semantic-splitter
      params:
        embedding_model:
          endpoint: https://endpoint.openai.azure.com
          api_key: env.AZURE_EMBEDDING_KEY
          api_version: "api_version_here"
          deployment_name: deployment_name_here

  - skill: &FastEmbed
      type: embedding
      name: llama-fastembed

  - skill: &ChromaDbVectorStore
      type: vector-store
      name: chromadb
      params:
        db_path: /path/to/your/Chroma/db
        collection_name: semantic-split

  - skillset: &MySkillset
      - *FileScanner
      - *FileReader
      - *SemanticSplitter
      - *FastEmbed
      - *ChromaDbVectorStore

indexer:
  skillset: *MySkillset