v0.12.0

Added

• Indexer: Add JSON schema support and apply for it before indexing by @stronk7 (81b49e3)
• Vector Stores: First step towards making vector stores pluggable by @stronk7 (b605134)
• Vector Stores: Move the indexer and the searcher to use pluggable stores. by @stronk7 (a49c037)
• Vector Stores: Move the OpenAI and MCP servers to use pluggable stores. by @stronk7 (2cccf31)

Changed

• GitHub: Run workflows also with Python 3.14 (aka, πthon) by @stronk7 (ffc9b17)
• Loader: Improve the generation of page head sections by @stronk7 (a228019)
• Indexer: Better handling of preamble and contents on indexing by @stronk7 (996eeec)
• Searcher: Improve the "popularity" optimisation by @stronk7 (5e84ba5)
• Retriever: Improve the query rewrite to be more specific by @stronk7 (f2156bf)
• MCP: Switch the server from SSE to HTTP by @stronk7 (967ba0c)
  • BREAKING: Any client previously using MCP SSE clients
    must change the transport to HTTP. Normally this change is
    trivial and everything continues working exactly the same.

Fixed

• MCP: Fix the MCP resources to work with the new file format added in v0.11.2 by @stronk7 (9ef93b3)

Full Changelog: v0.11.2...v0.12.0