v2.1.1 - Upgraded RAG Agent

• Document Processing Upgrade:

  • Unstructured.io has been replaced with Docling for document parsing and extraction of text, tables, and images to be embedded.
  • Parsed document is converted into markdown with text, tables, and image placeholders.
  • Image placeholders are replaced by image summaries generated by multi-modal LLM using the extracted images.

• Enhanced RAG References:

  • Links to the source documents and reference images present in reranked retrieved chunks stored in local storage are added to the bottom of the RAG responses.

• Integrated backend and frontend into one app:

  • Run a single FastAPI app.py for both backend and frontend

• Updated Dockerfile and configured GitHub Actions:

  • Simplified Dockerfile, replaced Unstructured.io system dependency installations with that of Docling

• Refer v2.0 release notes for previous updates.

What's Changed

• Upgraded RAG with Docling by @souvikmajumder26 in #53
• Updated README by @souvikmajumder26 in #54
• Updated requirements by @souvikmajumder26 in #55
• Create docker-image.yml by @souvikmajumder26 in #56
• Updated Dockerflie and requirements by @souvikmajumder26 in #57
• Updated README with Docling by @souvikmajumder26 in #60

Full Changelog: v2.0...v2.1 v2.1...v2.1.1