v0.1.1

Full Changelog: https://github.com/RobinQu/instinct.cpp/commits/v0.1.1

• Features
  • Initial agent frameworks. See IAgentExecutor.
  • Function calling: ReACT style tool agent is implemented as intial support for LLM agent. See TestReactAgent.
  • Ingestor:
    • ParquetFileIngestor for reading Apache Arrow parquet format.
  • Utitlies:
    • HashUtils for MD5, SHA1, SHA256 hash functions.
    • IOUtils, SystemUtils are added.
    • ExecuteWithCallback and ExecuteBatch are added to IHttpClient.hpp.
    • IFileVault and FileSystemFileVault for advanced file resource management.
• Improvements
  • bugfixes in RecursiveCharacterTextSplitter, resulting better recall in RAG.
  • Rewrite HTTP server classes with more modular controller design.
  • Code cleanup for DuckDB store classes.
  • Adapt rag_evaulation.ipynb for Ollama and vLLM servers. Use mixtral, all-minillm as default models.
• Known issues
  • CI is not ready and some tests relies on local setup. You may experience problems for building and running on your machines.
  • Large PDF and long text are not tested with current doc_agent implementation.