# Changelog

## [0.7.1](https://github.com/pleaseai/context-please/compare/core-v0.7.0...core-v0.7.1) (2026-02-03)


### Bug Fixes

* **core:** track inserted chunks and report embedding failures ([#66](https://github.com/pleaseai/context-please/issues/66)) ([bcc5af5](https://github.com/pleaseai/context-please/commit/bcc5af5e1b313d7a0dc570639e540ed4f6ffa029))

## [0.7.0](https://github.com/pleaseai/context-please/compare/core-v0.6.0...core-v0.7.0) (2025-12-19)


### Features

* **core,mcp:** add LibSQL vector database support for local-only deployments ([#56](https://github.com/pleaseai/context-please/issues/56)) ([0df83cb](https://github.com/pleaseai/context-please/commit/0df83cb5416629a9bca6dfc08371033525785468))

## [0.6.0](https://github.com/pleaseai/context-please/compare/core-v0.5.1...core-v0.6.0) (2025-12-19)


### Features

* add FAISS vector database support for local-only deployments ([#41](https://github.com/pleaseai/context-please/issues/41)) ([d01dba7](https://github.com/pleaseai/context-please/commit/d01dba7b0f73cd3317c7f85f6cf2bb7bbdb3f676))
* add support for Qdrant and enhance evaluation scripts ([#10](https://github.com/pleaseai/context-please/issues/10)) ([7ad86cf](https://github.com/pleaseai/context-please/commit/7ad86cfd72379e5aec4085d2037fc8c82bb8ffb3))
* **core:** Add comprehensive retry mechanism and batch fallback for Gemini embeddings ([#44](https://github.com/pleaseai/context-please/issues/44)) ([6b4657d](https://github.com/pleaseai/context-please/commit/6b4657d1a522f953de6fde6cfd2cce529e675ba0))
* **core:** add HuggingFace Transformers embedding provider with LEAF model support ([#53](https://github.com/pleaseai/context-please/issues/53)) ([75307d5](https://github.com/pleaseai/context-please/commit/75307d5e931fe8329b93568e4669ba6d6ce49cd1))
* **core:** Add Qdrant vector database support with hybrid search ([#4](https://github.com/pleaseai/context-please/issues/4)) ([033b4de](https://github.com/pleaseai/context-please/commit/033b4dec810f8663e61667e818005bb3b202192d))


### Bug Fixes

* **core:** handle gRPC NOT_FOUND error in Qdrant hasCollection ([#8](https://github.com/pleaseai/context-please/issues/8)) ([d659a64](https://github.com/pleaseai/context-please/commit/d659a64a326471fe3009d71bf0d61af5461769bc))
* **core:** implement BM25 training for Qdrant hybrid search ([#9](https://github.com/pleaseai/context-please/issues/9)) ([201f4ad](https://github.com/pleaseai/context-please/commit/201f4ad63fe1ffc684be9917b67adad4f2ef95a7))
* **mcp:** resolve race condition where search fails immediately after indexing ([#51](https://github.com/pleaseai/context-please/issues/51)) ([f26a59d](https://github.com/pleaseai/context-please/commit/f26a59d0f4ef28b58e7e9fda89baf454809c9528))
* **mcp:** resolve search_code failure when snapshot is out of sync ([#38](https://github.com/pleaseai/context-please/issues/38)) ([27de02c](https://github.com/pleaseai/context-please/commit/27de02ce6bf8dcf5ff06fe2931019a26fe689524))

## [0.5.0](https://github.com/pleaseai/context-please/compare/core-v0.4.0...core-v0.5.0) (2025-12-12)


### Features

* add FAISS vector database support for local-only deployments ([#41](https://github.com/pleaseai/context-please/issues/41)) ([d01dba7](https://github.com/pleaseai/context-please/commit/d01dba7b0f73cd3317c7f85f6cf2bb7bbdb3f676))
* **core:** add HuggingFace Transformers embedding provider with LEAF model support ([#53](https://github.com/pleaseai/context-please/issues/53)) ([75307d5](https://github.com/pleaseai/context-please/commit/75307d5e931fe8329b93568e4669ba6d6ce49cd1))


### Bug Fixes

* **mcp:** resolve race condition where search fails immediately after indexing ([#51](https://github.com/pleaseai/context-please/issues/51)) ([f26a59d](https://github.com/pleaseai/context-please/commit/f26a59d0f4ef28b58e7e9fda89baf454809c9528))

## [0.4.0](https://github.com/chatbot-pf/context-please/compare/core-v0.3.1...core-v0.4.0) (2025-10-31)


### Features

* **core:** Add comprehensive retry mechanism and batch fallback for Gemini embeddings ([#44](https://github.com/chatbot-pf/context-please/issues/44)) ([6b4657d](https://github.com/chatbot-pf/context-please/commit/6b4657d1a522f953de6fde6cfd2cce529e675ba0))

## [0.3.1](https://github.com/chatbot-pf/context-please/compare/core-v0.3.0...core-v0.3.1) (2025-10-30)


### Bug Fixes

* **mcp:** resolve search_code failure when snapshot is out of sync ([#38](https://github.com/chatbot-pf/context-please/issues/38)) ([27de02c](https://github.com/chatbot-pf/context-please/commit/27de02ce6bf8dcf5ff06fe2931019a26fe689524))

## [0.3.0](https://github.com/chatbot-pf/context-please/compare/core-v0.2.1...core-v0.3.0) (2025-10-18)


### Features

* add support for Qdrant and enhance evaluation scripts ([#10](https://github.com/chatbot-pf/context-please/issues/10)) ([7ad86cf](https://github.com/chatbot-pf/context-please/commit/7ad86cfd72379e5aec4085d2037fc8c82bb8ffb3))

## [0.2.1](https://github.com/chatbot-pf/context-please/compare/core-v0.2.0...core-v0.2.1) (2025-10-12)


### Bug Fixes

* **core:** implement BM25 training for Qdrant hybrid search ([#9](https://github.com/chatbot-pf/context-please/issues/9)) ([201f4ad](https://github.com/chatbot-pf/context-please/commit/201f4ad63fe1ffc684be9917b67adad4f2ef95a7))

## [0.2.0](https://github.com/chatbot-pf/context-please/compare/core-v0.1.0...core-v0.2.0) (2025-10-11)


### Features

* **core:** Add Qdrant vector database support with hybrid search ([#4](https://github.com/chatbot-pf/context-please/issues/4)) ([033b4de](https://github.com/chatbot-pf/context-please/commit/033b4dec810f8663e61667e818005bb3b202192d))


### Bug Fixes

* **core:** handle gRPC NOT_FOUND error in Qdrant hasCollection ([#8](https://github.com/chatbot-pf/context-please/issues/8)) ([d659a64](https://github.com/chatbot-pf/context-please/commit/d659a64a326471fe3009d71bf0d61af5461769bc))
