v0.1.5

Full Changelog: https://github.com/RobinQu/instinct.cpp/commits/v0.1.5

• Features
  • instinct-transformer: New bge-m3 embedding model. Generally speaking, bge-reranker and bge-embedding are still in preview as they are not fast enough for production.
  • instinct-llm: New JinaRerankerModel for Reranker model API from Jina.ai.
  • instinct-retrieval: New DuckDBBM25Retriever for BM25 keyword based retriever using DuckDB's built-in function.
• Improvements
  • Move example code to standalone repository: instinct-cpp-examples.
  • Rename for all files for camel-case naming conventions
  • Build system:
    • Fix include paths for internal header files. Now all files are referenced using angle bracket pattern like #include <instinct/...>.
    • Rewrite Cmake install rules.
    • Run unit tests during conan build using Ctest.
  • doc-agent:
    • Use retriever-version argument in CLI to control how retriever related components are constructed.
    • Rewrite lifecycle control using application context
  • instinct-retrieval: Fix RAG evaluation. RAG pipeline with MultiPathRetriever should get score more than 80%.