v0.13.1

Fixed

• Server: Solved a regression in the web server, preventing it to run properly by @stronk7 (109e321)

Full Changelog: v0.13.0...v0.13.1

v0.13.0

Added

• Loader: Add incremental load mode to wr-load by @stronk7 (63ced69)
• Indexer: Add incremental index mode to wr-index by @stronk7 (3c3b3ac)
• Cleanup: Add wr-cleanup.sh dump file retention script by @stronk7 (2790460)
• Lock: Add per-instance lock to prevent concurrent wr-load / wr-index by @stronk7 (2c39c63)

Changed

• Docker: Update the docker image to Python 3.13 by @stronk7 (124cfc8)
• Dependencies: Bump all library and dev dependencies by @stronk7 (7be5992)
• Tests: Mirror source package structure in tests/ by @stronk7 (f69d765)
• Move all imports to module top-level by @stronk7 (ccf3f0e)

Fixed

• Prompts: Reconcile local prompts with external ones by @stronk7 (c547bbb)

Full Changelog: v0.12.2...v0.13.0

v0.12.2

Changed

• Dependencies: Bump pymilvus to 2.6.6 by @stronk7 (7e80ea4)
• Dependencies: Bump all library and dev dependencies by @stronk7 (00b3f96)

Full Changelog: v0.12.1...v0.12.2

v0.12.1

Changed

• LLM: Increase default max_completion_tokens to 1536 by @stronk7 (8d7daba)
• Detail: Rename env_template to dotenv.template by @stronk7 (f04b54d)
• Deprecation: Stop using get_event_loop_policy(), deprecated in Python >= 3.14 by @stronk7 (053157b)
• Dependencies: Bump pymilvus to 2.6.4 by @stronk7 (2a77c7e)

Fixed

• Embeddings: Solved a problem caused by recent Langchain updates by @stronk7 (678af33)

Full Changelog: v0.12.0...v0.12.1

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

v0.11.2

Added

• Loader: Modify the dump file format to support metadata by @stronk7 (49695ee)

Changed

• Dependencies: Bump dependencies, most noticeably FastMCP by @stronk7 (38bdbe6)
• Dependencies: Bump langchain and langgraph libs to 1.0.x by @stronk7 (811cd88)

Fixed

• Indexing: Avoid name clashes when finding the JSON file to index by @stronk7 (7ac9dde)

Full Changelog: v0.11.1...v0.11.2

v0.11.1

Fixed

• Langfuse: Ensure that all objects passed are JSON-serializable by @stronk7 (307e577)
• GitHub: Fixed problem causing release docker images to be skipped by @stronk7 (b9796a3)

Full Changelog: v0.11.0...v0.11.1

v0.11.0

Added

• GitHub: Add test and check (pre-commit) job to commits and PRs by @stronk7 (0c7e15b)

Changed

• Milvus: Bump Milvus client dependencies to v2.6.2 and up by @stronk7 (aecfd9f)
  • BREAKING: This may require to upgrade or regenerate the Milvus instance
    (currently v2.5.x) although no specific v2.6 features are being used yet.

Full Changelog: v0.10.0...v0.11.0

v0.10.0

Added

• Langgraph: Switch to new contexts vs previous configs by @stronk7 (4d1971d)
• Loader: Add option to control rate limiting by @yusufozgur (56eabcf)

Changed

• Dependencies: Bump dependencies, most noticeably Langfuse 3.x by @stronk7 (3a4f19e)
• MCP: Move from MCP official library to FastMCP v2 by @stronk7 (c600552)

New Contributors 🧡:

• @yusufozgur made their first contribution

Full Changelog: v0.9.1...v0.10.0

v0.9.1

Changed

• Dependencies: Update all runtime and development dependencies by @stronk7 (679737a)

Fixed

• Loader: Solve a problem while loading files with 1 section by @stronk7 (2ca8643)

Full Changelog: v0.9.0...v0.9.1