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Release version 0.3.0

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@tbolis-at-mulesoft tbolis-at-mulesoft released this 20 Dec 11:07
v0.3.0
a211ea3
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🚨🚨🚨 Main Changes 🚨🚨🚨

  • 🆕 Low-level operation organized in three different categories: Document, Embedding and Store.

    • Each operation consume 1️⃣ service only based on the category it belongs to (📄 document → storage, 🔢 embedding → model provider and 🗄️ store → vector store).
    • Each category has a specific ⚙️ configuration (Document Configuration, Embedding Configuration, Store Configuration) → You can now easily mix different services.
    • Old "Composite" operations have been remove from the connector. Here the list:
      • [Composite] Add doc to store → Replaced by concatenation of [Document] Load single + [Embedding] Generate from document + [Store] Add
      • [Composite] Add folder to store → Replaced by concatenation of [Document] Load list + [Embedding] Generate from document + [Store] Add
      • [Composite] Query from store → Replaced by concatenation of [Embedding] Generate from text + [Store] Query

  • 🆕 Support for 🔌 connection providers. Once creating any configuration it will be possible to perform connection test (Community 🧑‍🧑‍🧒‍🧒 Ask).

  • 🆕 📣📣📣📣📣 Support for external dependency (Community 🧑‍🧑‍🧒‍🧒 Ask ). This change is a BIG one and well documented on https://mac-project.ai/ . Log story short it will help lower the connector 🏋️ size and keep it under control when adding support for more services. You can learn more here.

  • 😮 🐎 🐎 🐎 🐎 🐎 Now you can ingest documents X 🔟 time faster, only 👎 slowed down only by rate limiting enforced by Model Providers 🫨

  • 📂 All docs completely reviewed accordingly to the above changes.

Supported Operations

📄 [Document]:

  • Load single (text, pdf, ppt, pptx, xls, xlsx, doc, docx, etc.)
  • Load list (text, pdf, ppt, pptx, xls, xlsx, doc, docx, etc.)

🔢 [Embedding]:

  • Generate from Text
  • Generate from Document

🗄️ [Store]

  • Add
  • List Sources
  • Query
  • Remove

Supported Services

🔢 Embedding Models

🗄️ Vector Stores

💾 Storage

Supported Java Versions

Mule 4 Runtime support for Java 8, Java 11, Java 17

What's Changed

  • 🆕 Low-level operation organized in three different categories: Document, Embedding and Store.
  • 🆕 Support for 🔌 connection providers. Once creating any configuration it will be possible to perform connection test (Community :ask: ).
  • 🆕 📢 📢 📢 Support for external dependency (Community :ask: ). This change is a BIG one and well documented on https://mac-project.ai/ . Log story short it will help lower the connector :weight_lifter::skin-tone-2: size and keep it under control when adding support for more services. You can learn more here.
  • 🔝 🤘 🤘 🤘 Now you can ingest documents X10 time faster, only 👎 slowed down only by rate limiting enforced by Model Providers.

Full Changelog: v0.2.50...v0.3.0

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