# @mastra/rag

## 2.2.1

### Patch Changes

- Fixed a security issue where several parsing and tracing paths could slow down on malformed or attacker-crafted input. Normal behavior is unchanged, and these packages now handle pathological input in linear time. ([#15566](https://github.com/mastra-ai/mastra/pull/15566))

- Updated dependencies [[`20f59b8`](https://github.com/mastra-ai/mastra/commit/20f59b876cf91199efbc49a0e36b391240708f08), [`aba393e`](https://github.com/mastra-ai/mastra/commit/aba393e2da7390c69b80e516a4f153cda6f09376), [`3d83d06`](https://github.com/mastra-ai/mastra/commit/3d83d06f776f00fb5f4163dddd32a030c5c20844), [`e2687a7`](https://github.com/mastra-ai/mastra/commit/e2687a7408790c384563816a9a28ed06735684c9), [`fdd54cf`](https://github.com/mastra-ai/mastra/commit/fdd54cf612a9af876e9fdd85e534454f6e7dd518), [`6315317`](https://github.com/mastra-ai/mastra/commit/63153175fe9a7b224e5be7c209bbebc01dd9b0d5), [`a371ac5`](https://github.com/mastra-ai/mastra/commit/a371ac534aa1bb368a1acf9d8b313378dfdc787e), [`0474c2b`](https://github.com/mastra-ai/mastra/commit/0474c2b2e7c7e1ad8691dca031284841391ff1ef), [`0a5fa1d`](https://github.com/mastra-ai/mastra/commit/0a5fa1d3cb0583889d06687155f26fd7d2edc76c), [`7e0e63e`](https://github.com/mastra-ai/mastra/commit/7e0e63e2e485e84442351f4c7a79a424c83539dc), [`ea43e64`](https://github.com/mastra-ai/mastra/commit/ea43e646dd95d507694b6112b0bf1df22ad552b2), [`f607106`](https://github.com/mastra-ai/mastra/commit/f607106854c6416c4a07d4082604b9f66d047221), [`30456b6`](https://github.com/mastra-ai/mastra/commit/30456b6b08c8fd17e109dd093b73d93b65e83bc5), [`9d11a8c`](https://github.com/mastra-ai/mastra/commit/9d11a8c1c8924eb975a245a5884d40ca1b7e0491), [`9d3b24b`](https://github.com/mastra-ai/mastra/commit/9d3b24b19407ae9c09586cf7766d38dc4dff4a69), [`00d1b16`](https://github.com/mastra-ai/mastra/commit/00d1b16b401199cb294fa23f43336547db4dca9b), [`47cee3e`](https://github.com/mastra-ai/mastra/commit/47cee3e137fe39109cf7fffd2a8cf47b76dc702e), [`62919a6`](https://github.com/mastra-ai/mastra/commit/62919a6ee0fbf3779ad21a97b1ec6696515d5104), [`d246696`](https://github.com/mastra-ai/mastra/commit/d246696139a3144a5b21b042d41c532688e957e1), [`354f9ce`](https://github.com/mastra-ai/mastra/commit/354f9ce1ca6af2074b6a196a23f8ec30012dccca), [`16e34ca`](https://github.com/mastra-ai/mastra/commit/16e34caa98b9a114b17a6125e4e3fd87f169d0d0), [`7020c06`](https://github.com/mastra-ai/mastra/commit/7020c0690b199d9da337f0e805f16948e557922e), [`8786a61`](https://github.com/mastra-ai/mastra/commit/8786a61fa54ba265f85eeff9985ca39863d18bb6), [`9467ea8`](https://github.com/mastra-ai/mastra/commit/9467ea87695749a53dfc041576410ebf9ee7bb67), [`7338d94`](https://github.com/mastra-ai/mastra/commit/7338d949380cf68b095342e8e42610dc51d557c1), [`c80dc16`](https://github.com/mastra-ai/mastra/commit/c80dc16e113e6cc159f510ffde501ad4711b2189), [`af8a57e`](https://github.com/mastra-ai/mastra/commit/af8a57ed9ba9685ad8601d5b71ae3706da6222f9), [`d63ffdb`](https://github.com/mastra-ai/mastra/commit/d63ffdbb2c11e76fe5ea45faab44bc15460f010c), [`47cee3e`](https://github.com/mastra-ai/mastra/commit/47cee3e137fe39109cf7fffd2a8cf47b76dc702e), [`1bd5104`](https://github.com/mastra-ai/mastra/commit/1bd51048b6da93507276d6623e3fd96a9e1a8944), [`e9837b5`](https://github.com/mastra-ai/mastra/commit/e9837b53699e18711b09e0ca010a4106376f2653), [`8f1b280`](https://github.com/mastra-ai/mastra/commit/8f1b280b7fe6999ec654f160cb69c1a8719e7a57), [`92dcf02`](https://github.com/mastra-ai/mastra/commit/92dcf029294210ac91b090900c1a0555a425c57a), [`0fd90a2`](https://github.com/mastra-ai/mastra/commit/0fd90a215caf5fca8099c15a67ca03e4427747a3), [`8fb2405`](https://github.com/mastra-ai/mastra/commit/8fb2405138f2d208b7962ad03f121ca25bcc28c5), [`12df98c`](https://github.com/mastra-ai/mastra/commit/12df98c4904643d9481f5c78f3bed443725b4c96)]:
  - @mastra/core@1.26.0

## 2.2.1-alpha.0

### Patch Changes

- Fixed a security issue where several parsing and tracing paths could slow down on malformed or attacker-crafted input. Normal behavior is unchanged, and these packages now handle pathological input in linear time. ([#15566](https://github.com/mastra-ai/mastra/pull/15566))

- Updated dependencies [[`aba393e`](https://github.com/mastra-ai/mastra/commit/aba393e2da7390c69b80e516a4f153cda6f09376), [`0a5fa1d`](https://github.com/mastra-ai/mastra/commit/0a5fa1d3cb0583889d06687155f26fd7d2edc76c), [`ea43e64`](https://github.com/mastra-ai/mastra/commit/ea43e646dd95d507694b6112b0bf1df22ad552b2), [`00d1b16`](https://github.com/mastra-ai/mastra/commit/00d1b16b401199cb294fa23f43336547db4dca9b), [`af8a57e`](https://github.com/mastra-ai/mastra/commit/af8a57ed9ba9685ad8601d5b71ae3706da6222f9)]:
  - @mastra/core@1.26.0-alpha.10

## 2.2.0

### Minor Changes

- Add RAG observability (#10898) ([#15137](https://github.com/mastra-ai/mastra/pull/15137))

  Surfaces RAG ingestion and query operations in Mastra's AI tracing.

  New span types in `@mastra/core/observability`:
  - `RAG_INGESTION` (root) — wraps an ingestion pipeline run
  - `RAG_EMBEDDING` — embedding call (used by ingestion and query)
  - `RAG_VECTOR_OPERATION` — vector store I/O (`query`/`upsert`/`delete`/`fetch`)
  - `RAG_ACTION` — `chunk` / `extract_metadata` / `rerank`
  - `GRAPH_ACTION` — non-RAG graph `build` / `traverse` / `update` / `prune`

  New helpers exported from `@mastra/core/observability`:
  - `startRagIngestion(opts)` — manual: returns `{ span, observabilityContext }`
  - `withRagIngestion(opts, fn)` — scoped: runs `fn(observabilityContext)`,
    attaches the return value as the span's output, routes thrown errors to
    `span.error(...)`

  Wired in `@mastra/rag`:
  - `vectorQuerySearch` emits `RAG_EMBEDDING` (mode: `query`) and
    `RAG_VECTOR_OPERATION` (operation: `query`)
  - `rerank` / `rerankWithScorer` emit `RAG_ACTION` (action: `rerank`)
  - `MDocument.chunk` emits `RAG_ACTION` (action: `chunk`) and
    `RAG_ACTION` (action: `extract_metadata`)
  - `createGraphRAGTool` emits `GRAPH_ACTION` (action: `build` / `traverse`)
  - `createVectorQueryTool` and `createGraphRAGTool` thread
    `observabilityContext` from the agent's `TOOL_CALL` span automatically

  All new instrumentation is opt-in: functions accept an optional
  `observabilityContext` and no-op when absent, so existing callers are
  unaffected.

### Patch Changes

- Updated dependencies [[`8db7663`](https://github.com/mastra-ai/mastra/commit/8db7663c9a9c735828094c359d2e327fd4f8fba3), [`153e864`](https://github.com/mastra-ai/mastra/commit/153e86476b425db7cd0dc8490050096e92964a38), [`715710d`](https://github.com/mastra-ai/mastra/commit/715710d12fa47cf88e09d41f13843eddc29327b0), [`378c6c4`](https://github.com/mastra-ai/mastra/commit/378c6c4755726e8d8cf83a14809b350b90d46c62), [`9f91fd5`](https://github.com/mastra-ai/mastra/commit/9f91fd538ab2a44f8cc740bcad8e51205f74fbea), [`ba6fa9c`](https://github.com/mastra-ai/mastra/commit/ba6fa9cc0f3e1912c49fd70d4c3bb8c44903ddaa)]:
  - @mastra/core@1.24.0

## 2.2.0-alpha.0

### Minor Changes

- Add RAG observability (#10898) ([#15137](https://github.com/mastra-ai/mastra/pull/15137))

  Surfaces RAG ingestion and query operations in Mastra's AI tracing.

  New span types in `@mastra/core/observability`:
  - `RAG_INGESTION` (root) — wraps an ingestion pipeline run
  - `RAG_EMBEDDING` — embedding call (used by ingestion and query)
  - `RAG_VECTOR_OPERATION` — vector store I/O (`query`/`upsert`/`delete`/`fetch`)
  - `RAG_ACTION` — `chunk` / `extract_metadata` / `rerank`
  - `GRAPH_ACTION` — non-RAG graph `build` / `traverse` / `update` / `prune`

  New helpers exported from `@mastra/core/observability`:
  - `startRagIngestion(opts)` — manual: returns `{ span, observabilityContext }`
  - `withRagIngestion(opts, fn)` — scoped: runs `fn(observabilityContext)`,
    attaches the return value as the span's output, routes thrown errors to
    `span.error(...)`

  Wired in `@mastra/rag`:
  - `vectorQuerySearch` emits `RAG_EMBEDDING` (mode: `query`) and
    `RAG_VECTOR_OPERATION` (operation: `query`)
  - `rerank` / `rerankWithScorer` emit `RAG_ACTION` (action: `rerank`)
  - `MDocument.chunk` emits `RAG_ACTION` (action: `chunk`) and
    `RAG_ACTION` (action: `extract_metadata`)
  - `createGraphRAGTool` emits `GRAPH_ACTION` (action: `build` / `traverse`)
  - `createVectorQueryTool` and `createGraphRAGTool` thread
    `observabilityContext` from the agent's `TOOL_CALL` span automatically

  All new instrumentation is opt-in: functions accept an optional
  `observabilityContext` and no-op when absent, so existing callers are
  unaffected.

### Patch Changes

- Updated dependencies [[`8db7663`](https://github.com/mastra-ai/mastra/commit/8db7663c9a9c735828094c359d2e327fd4f8fba3), [`715710d`](https://github.com/mastra-ai/mastra/commit/715710d12fa47cf88e09d41f13843eddc29327b0), [`378c6c4`](https://github.com/mastra-ai/mastra/commit/378c6c4755726e8d8cf83a14809b350b90d46c62), [`9f91fd5`](https://github.com/mastra-ai/mastra/commit/9f91fd538ab2a44f8cc740bcad8e51205f74fbea), [`ba6fa9c`](https://github.com/mastra-ai/mastra/commit/ba6fa9cc0f3e1912c49fd70d4c3bb8c44903ddaa)]:
  - @mastra/core@1.24.0-alpha.1

## 2.1.3

### Patch Changes

- Standardized all logger calls across the codebase to use static string messages with structured data objects. Dynamic values are now passed as key-value pairs in the second argument instead of being interpolated into template literal strings. This improves log filterability and searchability in observability storage. ([#14899](https://github.com/mastra-ai/mastra/pull/14899))

  Removed ~150 redundant or noisy log calls including duplicate error logging after trackException and verbose in-memory storage CRUD traces.

- Updated dependencies [[`cbeec24`](https://github.com/mastra-ai/mastra/commit/cbeec24b3c97a1a296e7e461e66cc7f7d215dc50), [`cee146b`](https://github.com/mastra-ai/mastra/commit/cee146b5d858212e1df2b2730fc36d3ceda0e08d), [`aa0aeff`](https://github.com/mastra-ai/mastra/commit/aa0aeffa11efbef5e219fbd97bf43d263cfe3afe), [`2bcec65`](https://github.com/mastra-ai/mastra/commit/2bcec652d62b07eab15e9eb9822f70184526eede), [`ad9bded`](https://github.com/mastra-ai/mastra/commit/ad9bdedf86a824801f49928a8d40f6e31ff5450f), [`cbeec24`](https://github.com/mastra-ai/mastra/commit/cbeec24b3c97a1a296e7e461e66cc7f7d215dc50), [`208c0bb`](https://github.com/mastra-ai/mastra/commit/208c0bbacbf5a1da6318f2a0e0c544390e542ddc), [`f566ee7`](https://github.com/mastra-ai/mastra/commit/f566ee7d53a3da33a01103e2a5ac2070ddefe6b0)]:
  - @mastra/core@1.20.0

## 2.1.3-alpha.0

### Patch Changes

- Standardized all logger calls across the codebase to use static string messages with structured data objects. Dynamic values are now passed as key-value pairs in the second argument instead of being interpolated into template literal strings. This improves log filterability and searchability in observability storage. ([#14899](https://github.com/mastra-ai/mastra/pull/14899))

  Removed ~150 redundant or noisy log calls including duplicate error logging after trackException and verbose in-memory storage CRUD traces.

- Updated dependencies [[`cbeec24`](https://github.com/mastra-ai/mastra/commit/cbeec24b3c97a1a296e7e461e66cc7f7d215dc50), [`cee146b`](https://github.com/mastra-ai/mastra/commit/cee146b5d858212e1df2b2730fc36d3ceda0e08d), [`aa0aeff`](https://github.com/mastra-ai/mastra/commit/aa0aeffa11efbef5e219fbd97bf43d263cfe3afe), [`2bcec65`](https://github.com/mastra-ai/mastra/commit/2bcec652d62b07eab15e9eb9822f70184526eede), [`ad9bded`](https://github.com/mastra-ai/mastra/commit/ad9bdedf86a824801f49928a8d40f6e31ff5450f), [`cbeec24`](https://github.com/mastra-ai/mastra/commit/cbeec24b3c97a1a296e7e461e66cc7f7d215dc50), [`208c0bb`](https://github.com/mastra-ai/mastra/commit/208c0bbacbf5a1da6318f2a0e0c544390e542ddc), [`f566ee7`](https://github.com/mastra-ai/mastra/commit/f566ee7d53a3da33a01103e2a5ac2070ddefe6b0)]:
  - @mastra/core@1.20.0-alpha.0

## 2.1.2

### Patch Changes

- Improved token-based chunking performance in `token` and `semantic-markdown` strategies. Markdown knowledge bases now chunk significantly faster with lower tokenization overhead. ([#13495](https://github.com/mastra-ai/mastra/pull/13495))

- Updated dependencies [[`df170fd`](https://github.com/mastra-ai/mastra/commit/df170fd139b55f845bfd2de8488b16435bd3d0da), [`ae55343`](https://github.com/mastra-ai/mastra/commit/ae5534397fc006fd6eef3e4f80c235bcdc9289ef), [`c290cec`](https://github.com/mastra-ai/mastra/commit/c290cec5bf9107225de42942b56b487107aa9dce), [`f03e794`](https://github.com/mastra-ai/mastra/commit/f03e794630f812b56e95aad54f7b1993dc003add), [`aa4a5ae`](https://github.com/mastra-ai/mastra/commit/aa4a5aedb80d8d6837bab8cbb2e301215d1ba3e9), [`de3f584`](https://github.com/mastra-ai/mastra/commit/de3f58408752a8d80a295275c7f23fc306cf7f4f), [`d3fb010`](https://github.com/mastra-ai/mastra/commit/d3fb010c98f575f1c0614452667396e2653815f6), [`702ee1c`](https://github.com/mastra-ai/mastra/commit/702ee1c41be67cc532b4dbe89bcb62143508f6f0), [`f495051`](https://github.com/mastra-ai/mastra/commit/f495051eb6496a720f637fc85b6d69941c12554c), [`e622f1d`](https://github.com/mastra-ai/mastra/commit/e622f1d3ab346a8e6aca6d1fe2eac99bd961e50b), [`861f111`](https://github.com/mastra-ai/mastra/commit/861f11189211b20ddb70d8df81a6b901fc78d11e), [`00f43e8`](https://github.com/mastra-ai/mastra/commit/00f43e8e97a80c82b27d5bd30494f10a715a1df9), [`1b6f651`](https://github.com/mastra-ai/mastra/commit/1b6f65127d4a0d6c38d0a1055cb84527db529d6b), [`96a1702`](https://github.com/mastra-ai/mastra/commit/96a1702ce362c50dda20c8b4a228b4ad1a36a17a), [`cb9f921`](https://github.com/mastra-ai/mastra/commit/cb9f921320913975657abb1404855d8c510f7ac5), [`114e7c1`](https://github.com/mastra-ai/mastra/commit/114e7c146ac682925f0fb37376c1be70e5d6e6e5), [`1b6f651`](https://github.com/mastra-ai/mastra/commit/1b6f65127d4a0d6c38d0a1055cb84527db529d6b), [`72df4a8`](https://github.com/mastra-ai/mastra/commit/72df4a8f9bf1a20cfd3d9006a4fdb597ad56d10a)]:
  - @mastra/core@1.8.0

## 2.1.2-alpha.0

### Patch Changes

- Improved token-based chunking performance in `token` and `semantic-markdown` strategies. Markdown knowledge bases now chunk significantly faster with lower tokenization overhead. ([#13495](https://github.com/mastra-ai/mastra/pull/13495))

- Updated dependencies [[`df170fd`](https://github.com/mastra-ai/mastra/commit/df170fd139b55f845bfd2de8488b16435bd3d0da), [`ae55343`](https://github.com/mastra-ai/mastra/commit/ae5534397fc006fd6eef3e4f80c235bcdc9289ef), [`c290cec`](https://github.com/mastra-ai/mastra/commit/c290cec5bf9107225de42942b56b487107aa9dce), [`f03e794`](https://github.com/mastra-ai/mastra/commit/f03e794630f812b56e95aad54f7b1993dc003add), [`aa4a5ae`](https://github.com/mastra-ai/mastra/commit/aa4a5aedb80d8d6837bab8cbb2e301215d1ba3e9), [`de3f584`](https://github.com/mastra-ai/mastra/commit/de3f58408752a8d80a295275c7f23fc306cf7f4f), [`d3fb010`](https://github.com/mastra-ai/mastra/commit/d3fb010c98f575f1c0614452667396e2653815f6), [`702ee1c`](https://github.com/mastra-ai/mastra/commit/702ee1c41be67cc532b4dbe89bcb62143508f6f0), [`f495051`](https://github.com/mastra-ai/mastra/commit/f495051eb6496a720f637fc85b6d69941c12554c), [`e622f1d`](https://github.com/mastra-ai/mastra/commit/e622f1d3ab346a8e6aca6d1fe2eac99bd961e50b), [`861f111`](https://github.com/mastra-ai/mastra/commit/861f11189211b20ddb70d8df81a6b901fc78d11e), [`00f43e8`](https://github.com/mastra-ai/mastra/commit/00f43e8e97a80c82b27d5bd30494f10a715a1df9), [`1b6f651`](https://github.com/mastra-ai/mastra/commit/1b6f65127d4a0d6c38d0a1055cb84527db529d6b), [`96a1702`](https://github.com/mastra-ai/mastra/commit/96a1702ce362c50dda20c8b4a228b4ad1a36a17a), [`cb9f921`](https://github.com/mastra-ai/mastra/commit/cb9f921320913975657abb1404855d8c510f7ac5), [`114e7c1`](https://github.com/mastra-ai/mastra/commit/114e7c146ac682925f0fb37376c1be70e5d6e6e5), [`1b6f651`](https://github.com/mastra-ai/mastra/commit/1b6f65127d4a0d6c38d0a1055cb84527db529d6b), [`72df4a8`](https://github.com/mastra-ai/mastra/commit/72df4a8f9bf1a20cfd3d9006a4fdb597ad56d10a)]:
  - @mastra/core@1.8.0-alpha.0

## 2.1.1

### Patch Changes

- dependencies updates: ([#13318](https://github.com/mastra-ai/mastra/pull/13318))
  - Updated dependency [`zeroentropy@0.1.0-alpha.7` ↗︎](https://www.npmjs.com/package/zeroentropy/v/0.1.0) (from `0.1.0-alpha.6`, in `dependencies`)
- Updated dependencies [[`24284ff`](https://github.com/mastra-ai/mastra/commit/24284ffae306ddf0ab83273e13f033520839ef40), [`f5097cc`](https://github.com/mastra-ai/mastra/commit/f5097cc8a813c82c3378882c31178320cadeb655), [`71e237f`](https://github.com/mastra-ai/mastra/commit/71e237fa852a3ad9a50a3ddb3b5f3b20b9a8181c), [`13a291e`](https://github.com/mastra-ai/mastra/commit/13a291ebb9f9bca80befa0d9166b916bb348e8e9), [`397af5a`](https://github.com/mastra-ai/mastra/commit/397af5a69f34d4157f51a7c8da3f1ded1e1d611c), [`d4701f7`](https://github.com/mastra-ai/mastra/commit/d4701f7e24822b081b70f9c806c39411b1a712e7), [`2b40831`](https://github.com/mastra-ai/mastra/commit/2b40831dcca2275c9570ddf09b7f25ba3e8dc7fc), [`6184727`](https://github.com/mastra-ai/mastra/commit/6184727e812bf7a65cee209bacec3a2f5a16e923), [`0c338b8`](https://github.com/mastra-ai/mastra/commit/0c338b87362dcd95ff8191ca00df645b6953f534), [`6f6385b`](https://github.com/mastra-ai/mastra/commit/6f6385be5b33687cd21e71fc27e972e6928bb34c), [`14aba61`](https://github.com/mastra-ai/mastra/commit/14aba61b9cff76d72bc7ef6f3a83ae2c5d059193), [`dd9dd1c`](https://github.com/mastra-ai/mastra/commit/dd9dd1c9ae32ae79093f8c4adde1732ac6357233)]:
  - @mastra/core@1.7.0

## 2.1.1-alpha.0

### Patch Changes

- dependencies updates: ([#13318](https://github.com/mastra-ai/mastra/pull/13318))
  - Updated dependency [`zeroentropy@0.1.0-alpha.7` ↗︎](https://www.npmjs.com/package/zeroentropy/v/0.1.0) (from `0.1.0-alpha.6`, in `dependencies`)
- Updated dependencies [[`24284ff`](https://github.com/mastra-ai/mastra/commit/24284ffae306ddf0ab83273e13f033520839ef40), [`f5097cc`](https://github.com/mastra-ai/mastra/commit/f5097cc8a813c82c3378882c31178320cadeb655), [`71e237f`](https://github.com/mastra-ai/mastra/commit/71e237fa852a3ad9a50a3ddb3b5f3b20b9a8181c), [`13a291e`](https://github.com/mastra-ai/mastra/commit/13a291ebb9f9bca80befa0d9166b916bb348e8e9), [`397af5a`](https://github.com/mastra-ai/mastra/commit/397af5a69f34d4157f51a7c8da3f1ded1e1d611c), [`d4701f7`](https://github.com/mastra-ai/mastra/commit/d4701f7e24822b081b70f9c806c39411b1a712e7), [`2b40831`](https://github.com/mastra-ai/mastra/commit/2b40831dcca2275c9570ddf09b7f25ba3e8dc7fc), [`6184727`](https://github.com/mastra-ai/mastra/commit/6184727e812bf7a65cee209bacec3a2f5a16e923), [`6f6385b`](https://github.com/mastra-ai/mastra/commit/6f6385be5b33687cd21e71fc27e972e6928bb34c), [`14aba61`](https://github.com/mastra-ai/mastra/commit/14aba61b9cff76d72bc7ef6f3a83ae2c5d059193), [`dd9dd1c`](https://github.com/mastra-ai/mastra/commit/dd9dd1c9ae32ae79093f8c4adde1732ac6357233)]:
  - @mastra/core@1.7.0-alpha.0

## 2.1.0

### Minor Changes

- Added support for 20 additional languages in code chunking ([#12154](https://github.com/mastra-ai/mastra/pull/12154))

  Extended RecursiveCharacterTransformer to support all languages defined in the Language enum. Previously, only 6 languages were supported (CPP, C, TS, MARKDOWN, LATEX, PHP), causing runtime errors for other defined languages.

  **Newly supported languages:**
  - GO, JAVA, KOTLIN, JS, PYTHON, RUBY, RUST, SCALA, SWIFT (popular programming languages)
  - HTML, SOL (Solidity), CSHARP, COBOL, LUA, PERL, HASKELL, ELIXIR, POWERSHELL (additional languages)
  - PROTO (Protocol Buffers), RST (reStructuredText) (data/documentation formats)

  Each language has been configured with appropriate separators based on its syntax patterns (modules, classes, functions, control structures) to enable semantic code chunking.

  **Before:**

  ```typescript
  import { RecursiveCharacterTransformer, Language } from '@mastra/rag';

  // These would all throw "Language X is not supported!" errors
  const goTransformer = RecursiveCharacterTransformer.fromLanguage(Language.GO);
  const pythonTransformer = RecursiveCharacterTransformer.fromLanguage(Language.PYTHON);
  const rustTransformer = RecursiveCharacterTransformer.fromLanguage(Language.RUST);
  ```

  **After:**

  ```typescript
  import { RecursiveCharacterTransformer, Language } from '@mastra/rag';

  // All languages now work seamlessly
  const goTransformer = RecursiveCharacterTransformer.fromLanguage(Language.GO);
  const goChunks = goTransformer.transform(goCodeDocument);

  const pythonTransformer = RecursiveCharacterTransformer.fromLanguage(Language.PYTHON);
  const pythonChunks = pythonTransformer.transform(pythonCodeDocument);

  const rustTransformer = RecursiveCharacterTransformer.fromLanguage(Language.RUST);
  const rustChunks = rustTransformer.transform(rustCodeDocument);
  // All languages in the Language enum are now fully supported
  ```

### Patch Changes

- Add support for PHP in Language enum
  ([#12124](https://github.com/mastra-ai/mastra/pull/12124))
  Previously, the Language enum defined PHP, but it was not supported in the `getSeparatorsForLanguage` method. This caused runtime errors when trying to use PHP for code chunking.
  This change adds proper separator definitions for PHP, ensuring that PHP defined in the Language enum is now fully supported. PHP has been configured with appropriate separators based on its syntax and common programming patterns (classes, functions, control structures, etc.).
  **Before:**

  ```typescript
  import { RecursiveCharacterTransformer, Language } from '@mastra/rag';

  const transformer = RecursiveCharacterTransformer.fromLanguage(Language.PHP);
  const chunks = transformer.transform(phpCodeDocument);
  // Throws: "Language PHP is not supported!"
  ```

  **After:**

  ```typescript
  import { RecursiveCharacterTransformer, Language } from '@mastra/rag';

  const transformer = RecursiveCharacterTransformer.fromLanguage(Language.PHP);
  const chunks = transformer.transform(phpCodeDocument);
  // Successfully chunks PHP code at namespace, class, function boundaries
  ```

  Fixes the issue where using `Language.PHP` would throw "Language PHP is not supported!" error.

- Updated dependencies [[`90fc0e5`](https://github.com/mastra-ai/mastra/commit/90fc0e5717cb280c2d4acf4f0410b510bb4c0a72), [`1cf5d2e`](https://github.com/mastra-ai/mastra/commit/1cf5d2ea1b085be23e34fb506c80c80a4e6d9c2b), [`b99ceac`](https://github.com/mastra-ai/mastra/commit/b99ceace2c830dbdef47c8692d56a91954aefea2), [`deea43e`](https://github.com/mastra-ai/mastra/commit/deea43eb1366d03a864c5e597d16a48592b9893f), [`833ae96`](https://github.com/mastra-ai/mastra/commit/833ae96c3e34370e58a1e979571c41f39a720592), [`943772b`](https://github.com/mastra-ai/mastra/commit/943772b4378f625f0f4e19ea2b7c392bd8e71786), [`b5c711b`](https://github.com/mastra-ai/mastra/commit/b5c711b281dd1fb81a399a766bc9f86c55efc13e), [`3efbe5a`](https://github.com/mastra-ai/mastra/commit/3efbe5ae20864c4f3143457f4f3ee7dc2fa5ca76), [`1e49e7a`](https://github.com/mastra-ai/mastra/commit/1e49e7ab5f173582154cb26b29d424de67d09aef), [`751eaab`](https://github.com/mastra-ai/mastra/commit/751eaab4e0d3820a94e4c3d39a2ff2663ded3d91), [`69d8156`](https://github.com/mastra-ai/mastra/commit/69d81568bcf062557c24471ce26812446bec465d), [`60d9d89`](https://github.com/mastra-ai/mastra/commit/60d9d899e44b35bc43f1bcd967a74e0ce010b1af), [`5c544c8`](https://github.com/mastra-ai/mastra/commit/5c544c8d12b08ab40d64d8f37b3c4215bee95b87), [`771ad96`](https://github.com/mastra-ai/mastra/commit/771ad962441996b5c43549391a3e6a02c6ddedc2), [`2b0936b`](https://github.com/mastra-ai/mastra/commit/2b0936b0c9a43eeed9bef63e614d7e02ee803f7e), [`3b04f30`](https://github.com/mastra-ai/mastra/commit/3b04f3010604f3cdfc8a0674731700ad66471cee), [`97e26de`](https://github.com/mastra-ai/mastra/commit/97e26deaebd9836647a67b96423281d66421ca07), [`ac9ec66`](https://github.com/mastra-ai/mastra/commit/ac9ec6672779b2e6d4344e415481d1a6a7d4911a), [`10523f4`](https://github.com/mastra-ai/mastra/commit/10523f4882d9b874b40ce6e3715f66dbcd4947d2), [`cb72d20`](https://github.com/mastra-ai/mastra/commit/cb72d2069d7339bda8a0e76d4f35615debb07b84), [`42856b1`](https://github.com/mastra-ai/mastra/commit/42856b1c8aeea6371c9ee77ae2f5f5fe34400933), [`66f33ff`](https://github.com/mastra-ai/mastra/commit/66f33ff68620018513e499c394411d1d39b3aa5c), [`ab3c190`](https://github.com/mastra-ai/mastra/commit/ab3c1901980a99910ca9b96a7090c22e24060113), [`d4f06c8`](https://github.com/mastra-ai/mastra/commit/d4f06c85ffa5bb0da38fb82ebf3b040cc6b4ec4e), [`0350626`](https://github.com/mastra-ai/mastra/commit/03506267ec41b67add80d994c0c0fcce93bbc75f), [`bc9fa00`](https://github.com/mastra-ai/mastra/commit/bc9fa00859c5c4a796d53a0a5cae46ab4a3072e4), [`f46a478`](https://github.com/mastra-ai/mastra/commit/f46a4782f595949c696569e891f81c8d26338508), [`90fc0e5`](https://github.com/mastra-ai/mastra/commit/90fc0e5717cb280c2d4acf4f0410b510bb4c0a72), [`f05a3a5`](https://github.com/mastra-ai/mastra/commit/f05a3a5cf2b9a9c2d40c09cb8c762a4b6cd5d565), [`a291da9`](https://github.com/mastra-ai/mastra/commit/a291da9363efd92dafd8775dccb4f2d0511ece7a), [`c5d71da`](https://github.com/mastra-ai/mastra/commit/c5d71da1c680ce5640b1a7f8ca0e024a4ab1cfed), [`07042f9`](https://github.com/mastra-ai/mastra/commit/07042f9f89080f38b8f72713ba1c972d5b1905b8), [`0423442`](https://github.com/mastra-ai/mastra/commit/0423442b7be2dfacba95890bea8f4a810db4d603)]:
  - @mastra/core@1.1.0

## 2.1.0-alpha.0

### Minor Changes

- Added support for 20 additional languages in code chunking ([#12154](https://github.com/mastra-ai/mastra/pull/12154))

  Extended RecursiveCharacterTransformer to support all languages defined in the Language enum. Previously, only 6 languages were supported (CPP, C, TS, MARKDOWN, LATEX, PHP), causing runtime errors for other defined languages.

  **Newly supported languages:**
  - GO, JAVA, KOTLIN, JS, PYTHON, RUBY, RUST, SCALA, SWIFT (popular programming languages)
  - HTML, SOL (Solidity), CSHARP, COBOL, LUA, PERL, HASKELL, ELIXIR, POWERSHELL (additional languages)
  - PROTO (Protocol Buffers), RST (reStructuredText) (data/documentation formats)

  Each language has been configured with appropriate separators based on its syntax patterns (modules, classes, functions, control structures) to enable semantic code chunking.

  **Before:**

  ```typescript
  import { RecursiveCharacterTransformer, Language } from '@mastra/rag';

  // These would all throw "Language X is not supported!" errors
  const goTransformer = RecursiveCharacterTransformer.fromLanguage(Language.GO);
  const pythonTransformer = RecursiveCharacterTransformer.fromLanguage(Language.PYTHON);
  const rustTransformer = RecursiveCharacterTransformer.fromLanguage(Language.RUST);
  ```

  **After:**

  ```typescript
  import { RecursiveCharacterTransformer, Language } from '@mastra/rag';

  // All languages now work seamlessly
  const goTransformer = RecursiveCharacterTransformer.fromLanguage(Language.GO);
  const goChunks = goTransformer.transform(goCodeDocument);

  const pythonTransformer = RecursiveCharacterTransformer.fromLanguage(Language.PYTHON);
  const pythonChunks = pythonTransformer.transform(pythonCodeDocument);

  const rustTransformer = RecursiveCharacterTransformer.fromLanguage(Language.RUST);
  const rustChunks = rustTransformer.transform(rustCodeDocument);
  // All languages in the Language enum are now fully supported
  ```

### Patch Changes

- Add support for PHP in Language enum
  ([#12124](https://github.com/mastra-ai/mastra/pull/12124))
  Previously, the Language enum defined PHP, but it was not supported in the `getSeparatorsForLanguage` method. This caused runtime errors when trying to use PHP for code chunking.
  This change adds proper separator definitions for PHP, ensuring that PHP defined in the Language enum is now fully supported. PHP has been configured with appropriate separators based on its syntax and common programming patterns (classes, functions, control structures, etc.).
  **Before:**

  ```typescript
  import { RecursiveCharacterTransformer, Language } from '@mastra/rag';

  const transformer = RecursiveCharacterTransformer.fromLanguage(Language.PHP);
  const chunks = transformer.transform(phpCodeDocument);
  // Throws: "Language PHP is not supported!"
  ```

  **After:**

  ```typescript
  import { RecursiveCharacterTransformer, Language } from '@mastra/rag';

  const transformer = RecursiveCharacterTransformer.fromLanguage(Language.PHP);
  const chunks = transformer.transform(phpCodeDocument);
  // Successfully chunks PHP code at namespace, class, function boundaries
  ```

  Fixes the issue where using `Language.PHP` would throw "Language PHP is not supported!" error.

- Updated dependencies [[`90fc0e5`](https://github.com/mastra-ai/mastra/commit/90fc0e5717cb280c2d4acf4f0410b510bb4c0a72), [`1cf5d2e`](https://github.com/mastra-ai/mastra/commit/1cf5d2ea1b085be23e34fb506c80c80a4e6d9c2b), [`833ae96`](https://github.com/mastra-ai/mastra/commit/833ae96c3e34370e58a1e979571c41f39a720592), [`943772b`](https://github.com/mastra-ai/mastra/commit/943772b4378f625f0f4e19ea2b7c392bd8e71786), [`b5c711b`](https://github.com/mastra-ai/mastra/commit/b5c711b281dd1fb81a399a766bc9f86c55efc13e), [`3efbe5a`](https://github.com/mastra-ai/mastra/commit/3efbe5ae20864c4f3143457f4f3ee7dc2fa5ca76), [`1e49e7a`](https://github.com/mastra-ai/mastra/commit/1e49e7ab5f173582154cb26b29d424de67d09aef), [`751eaab`](https://github.com/mastra-ai/mastra/commit/751eaab4e0d3820a94e4c3d39a2ff2663ded3d91), [`69d8156`](https://github.com/mastra-ai/mastra/commit/69d81568bcf062557c24471ce26812446bec465d), [`60d9d89`](https://github.com/mastra-ai/mastra/commit/60d9d899e44b35bc43f1bcd967a74e0ce010b1af), [`5c544c8`](https://github.com/mastra-ai/mastra/commit/5c544c8d12b08ab40d64d8f37b3c4215bee95b87), [`771ad96`](https://github.com/mastra-ai/mastra/commit/771ad962441996b5c43549391a3e6a02c6ddedc2), [`2b0936b`](https://github.com/mastra-ai/mastra/commit/2b0936b0c9a43eeed9bef63e614d7e02ee803f7e), [`3b04f30`](https://github.com/mastra-ai/mastra/commit/3b04f3010604f3cdfc8a0674731700ad66471cee), [`97e26de`](https://github.com/mastra-ai/mastra/commit/97e26deaebd9836647a67b96423281d66421ca07), [`10523f4`](https://github.com/mastra-ai/mastra/commit/10523f4882d9b874b40ce6e3715f66dbcd4947d2), [`cb72d20`](https://github.com/mastra-ai/mastra/commit/cb72d2069d7339bda8a0e76d4f35615debb07b84), [`42856b1`](https://github.com/mastra-ai/mastra/commit/42856b1c8aeea6371c9ee77ae2f5f5fe34400933), [`66f33ff`](https://github.com/mastra-ai/mastra/commit/66f33ff68620018513e499c394411d1d39b3aa5c), [`ab3c190`](https://github.com/mastra-ai/mastra/commit/ab3c1901980a99910ca9b96a7090c22e24060113), [`d4f06c8`](https://github.com/mastra-ai/mastra/commit/d4f06c85ffa5bb0da38fb82ebf3b040cc6b4ec4e), [`0350626`](https://github.com/mastra-ai/mastra/commit/03506267ec41b67add80d994c0c0fcce93bbc75f), [`bc9fa00`](https://github.com/mastra-ai/mastra/commit/bc9fa00859c5c4a796d53a0a5cae46ab4a3072e4), [`f46a478`](https://github.com/mastra-ai/mastra/commit/f46a4782f595949c696569e891f81c8d26338508), [`90fc0e5`](https://github.com/mastra-ai/mastra/commit/90fc0e5717cb280c2d4acf4f0410b510bb4c0a72), [`f05a3a5`](https://github.com/mastra-ai/mastra/commit/f05a3a5cf2b9a9c2d40c09cb8c762a4b6cd5d565), [`a291da9`](https://github.com/mastra-ai/mastra/commit/a291da9363efd92dafd8775dccb4f2d0511ece7a), [`c5d71da`](https://github.com/mastra-ai/mastra/commit/c5d71da1c680ce5640b1a7f8ca0e024a4ab1cfed), [`07042f9`](https://github.com/mastra-ai/mastra/commit/07042f9f89080f38b8f72713ba1c972d5b1905b8), [`0423442`](https://github.com/mastra-ai/mastra/commit/0423442b7be2dfacba95890bea8f4a810db4d603)]:
  - @mastra/core@1.1.0-alpha.0

## 2.0.0

### Major Changes

- Refactor workflow and tool types to remove Zod-specific constraints ([#11814](https://github.com/mastra-ai/mastra/pull/11814))

  Removed Zod-specific type constraints across all workflow implementations and tool types, replacing them with generic types. This ensures type consistency across default, evented, and inngest workflows while preparing for Zod v4 migration.

  **Workflow Changes:**
  - Removed `z.ZodObject<any>` and `z.ZodType<any>` constraints from all workflow generic types
  - Updated method signatures to use `TInput` and `TState` directly instead of `z.infer<TInput>` and `z.infer<TState>`
  - Aligned conditional types across all workflow implementations using `TInput extends unknown` pattern
  - Fixed `TSteps` generic to properly use `TEngineType` instead of `any`

  **Tool Changes:**
  - Removed Zod schema constraints from `ToolExecutionContext` and related interfaces
  - Simplified type parameters from `TSuspendSchema extends ZodLikeSchema` to `TSuspend` and `TResume`
  - Updated tool execution context types to use generic types

  **Type Utilities:**
  - Refactored type helpers to work with generic schemas instead of Zod-specific types
  - Updated type extraction utilities for better compatibility

  This change maintains backward compatibility while improving type consistency and preparing for Zod v4 support across all affected packages.

- Bump minimum required Node.js version to 22.13.0 ([#9706](https://github.com/mastra-ai/mastra/pull/9706))

- Rename RuntimeContext to RequestContext ([#9511](https://github.com/mastra-ai/mastra/pull/9511))

- Remove deprecated vector prompts and cohere provider from code ([#9596](https://github.com/mastra-ai/mastra/pull/9596))

- Mark as stable ([`83d5942`](https://github.com/mastra-ai/mastra/commit/83d5942669ce7bba4a6ca4fd4da697a10eb5ebdc))

### Minor Changes

- Add schema-driven metadata extraction with Zod support ([#11833](https://github.com/mastra-ai/mastra/pull/11833))

  Introduces a new `SchemaExtractor` that enables extraction of custom structured metadata from document chunks using user-defined Zod schemas. This allows for domain-specific metadata structures (e.g., product details, legal entities, sentiment analysis) to be reliably extracted via LLM structured output.
  - Extract domain-specific metadata using your own Zod schemas (e.g., product details, legal entities, sentiment)
  - Customize extraction behavior with your own LLM model and instructions
  - Organize extracted data by nesting it under custom metadata keys
  - Existing extractors (title, summary, keywords, questions) remain unchanged and fully compatible

  **Before** (limited to built-in extractors):

  ```typescript
  await document.extractMetadata({
    extract: {
      title: true,
      summary: true,
    },
  });
  ```

  **After** (with custom Zod schema):

  ```typescript
  import { z } from 'zod';

  const productSchema = z.object({
    name: z.string(),
    price: z.number(),
    category: z.string(),
  });

  await document.extractMetadata({
    extract: {
      title: true,
      schema: {
        schema: productSchema,
        instructions: 'Extract product details from the document',
        metadataKey: 'product',
      },
    },
  });
  ```

  With `metadataKey`, extracted data is nested under the key:

  ```typescript
  {
    title: "Product Document",
    summary: "A comprehensive guide",
    product: {
      name: "Wireless Headphones",
      price: 149.99,
      category: "Electronics"
    }
  }
  ```

  Without `metadataKey`, extracted data is returned inline:

  ```typescript
  {
    title: "Product Document",
    summary: "A comprehensive guide",
    name: "Wireless Headphones",
    price: 149.99,
    category: "Electronics"
  }
  ```

  Fixes #11799

- Update peer dependencies to match core package version bump (1.0.0) ([#9596](https://github.com/mastra-ai/mastra/pull/9596))

- Add dynamic vectorStore resolver support for multi-tenant applications ([#11542](https://github.com/mastra-ai/mastra/pull/11542))

  The vectorStore option in createVectorQueryTool and createGraphRAGTool now accepts a resolver function in addition to static instances. This enables multi-tenant setups where each tenant has isolated data in separate PostgreSQL schemas.

  Also improves providerOptions type safety by using MastraEmbeddingOptions types instead of a generic Record type.

- Update peer dependencies to match core package version bump (1.0.0) ([#9587](https://github.com/mastra-ai/mastra/pull/9587))

- Renamed `keepSeparator` parameter to `separatorPosition` with a cleaner type. ([#11802](https://github.com/mastra-ai/mastra/pull/11802))

  The `keepSeparator` parameter had a confusing `boolean | 'start' | 'end'` type where `true` was secretly an alias for `'start'`. The new `separatorPosition` parameter uses explicit `'start' | 'end'` values, and omitting the parameter discards the separator (previous default behavior).

  **Migration**

  ```typescript
  // Before
  await doc.chunk({
    strategy: 'character',
    separator: '.',
    keepSeparator: true, // or 'start'
  });

  await doc.chunk({
    strategy: 'character',
    separator: '.',
    keepSeparator: 'end',
  });

  await doc.chunk({
    strategy: 'character',
    separator: '.',
    keepSeparator: false, // or omit entirely
  });

  // After
  await doc.chunk({
    strategy: 'character',
    separator: '.',
    separatorPosition: 'start',
  });

  await doc.chunk({
    strategy: 'character',
    separator: '.',
    separatorPosition: 'end',
  });

  await doc.chunk({
    strategy: 'character',
    separator: '.',
    // omit separatorPosition to discard separator
  });
  ```

### Patch Changes

- dependencies updates: ([#10133](https://github.com/mastra-ai/mastra/pull/10133))
  - Updated dependency [`js-tiktoken@^1.0.21` ↗︎](https://www.npmjs.com/package/js-tiktoken/v/1.0.21) (from `^1.0.20`, in `dependencies`)

- dependencies updates: ([#9842](https://github.com/mastra-ai/mastra/pull/9842))
  - Updated dependency [`@paralleldrive/cuid2@^2.3.1` ↗︎](https://www.npmjs.com/package/@paralleldrive/cuid2/v/2.3.1) (from `^2.2.2`, in `dependencies`)

- Add embedded documentation support for Mastra packages ([#11472](https://github.com/mastra-ai/mastra/pull/11472))

  Mastra packages now include embedded documentation in the published npm package under `dist/docs/`. This enables coding agents and AI assistants to understand and use the framework by reading documentation directly from `node_modules`.

  Each package includes:
  - **SKILL.md** - Entry point explaining the package's purpose and capabilities
  - **SOURCE_MAP.json** - Machine-readable index mapping exports to types and implementation files
  - **Topic folders** - Conceptual documentation organized by feature area

  Documentation is driven by the `packages` frontmatter field in MDX files, which maps docs to their corresponding packages. CI validation ensures all docs include this field.

- Add maxSize support for HTML chunking strategies ([#10654](https://github.com/mastra-ai/mastra/pull/10654))

  Added support for the `maxSize` option in HTML chunking strategies (`headers` and `sections`), allowing users to control the maximum chunk size when chunking HTML documents. Previously, HTML chunks could be excessively large when sections contained substantial content.

  **Changes:**
  - Added `maxSize` support to `headers` strategy - applies `RecursiveCharacterTransformer` after header-based splitting
  - Added `maxSize` support to `sections` strategy - applies `RecursiveCharacterTransformer` after section-based splitting
  - Fixed `splitHtmlByHeaders` content extraction bug - changed from broken `nextElementSibling` to working `parentNode.childNodes` approach
  - Added comprehensive test coverage including integration test with real arXiv paper

  **Usage:**

  ```typescript
  import { MDocument } from '@mastra/rag';

  const doc = MDocument.fromHTML(htmlContent);

  const chunks = await doc.chunk({
    strategy: 'html',
    headers: [
      ['h1', 'Header 1'],
      ['h2', 'Header 2'],
      ['h3', 'Header 3'],
    ],
    maxSize: 512, // Control chunk size
    overlap: 50, // Optional overlap for context
  });
  ```

  **Results from real arXiv paper test:**
  - Without maxSize: 22 chunks, max 45,531 chars (too big!)
  - With maxSize=512: 499 chunks, max 512 chars (properly sized)

  Fixes #7942

- Add table support to markdown transformer ([#10487](https://github.com/mastra-ai/mastra/pull/10487))

  Added support for markdown tables in the `MarkdownHeaderTransformer` to prevent tables from being split in the middle during document chunking. Tables are now treated as semantic units similar to code blocks.

  **Changes:**
  - Updated `MarkdownHeaderTransformer` to detect and preserve markdown tables during chunking
  - Tables are identified by lines containing pipe characters (`|`)
  - Tables are kept together as a single block, preventing splits that would break table structure
  - Added comprehensive test coverage for table handling in various scenarios
  - Works with both simple and complex tables, including multi-row tables and tables with different formatting

  **Usage:**

  ```typescript
  import { MDocument } from '@mastra/rag';

  const doc = MDocument.fromMarkdown(`
  # Data Report
  
  ## Results
  
  | Name | Score | Status |
  |------|-------|--------|
  | Alice | 95   | Pass   |
  | Bob   | 87   | Pass   |
  | Carol | 78   | Pass   |
  
  ## Summary
  
  The results show...
  `);

  const chunks = await doc.chunk({
    strategy: 'markdown',
    headers: [
      ['#', 'title'],
      ['##', 'section'],
    ],
  });

  // Tables will now be preserved intact within chunks
  ```

- Fix invalid filter handling in vector queries and graph-rag searches. Invalid filter inputs now throw explicit errors instead of silently falling back to empty filters, preventing unintended unfiltered results. ([#10375](https://github.com/mastra-ai/mastra/pull/10375))

- Add support for AI SDK v6 (LanguageModelV3) ([#11191](https://github.com/mastra-ai/mastra/pull/11191))

  Agents can now use `LanguageModelV3` models from AI SDK v6 beta providers like `@ai-sdk/openai@^3.0.0-beta`.

  **New features:**
  - Usage normalization: V3's nested usage format is normalized to Mastra's flat format with `reasoningTokens`, `cachedInputTokens`, and raw data preserved in a `raw` field

  **Backward compatible:** All existing V1 and V2 models continue to work unchanged.

- Update peer dependencies to match core package version bump (1.0.0) ([#9237](https://github.com/mastra-ai/mastra/pull/9237))

- Update tool execution signature ([#9587](https://github.com/mastra-ai/mastra/pull/9587))

  Consolidated the 3 different execution contexts to one

  ```typescript
  // before depending on the context the tool was executed in
  tool.execute({ context: data });
  tool.execute({ context: { inputData: data } });
  tool.execute(data);

  // now, for all contexts
  tool.execute(data, context);
  ```

  **Before:**

  ```typescript
  inputSchema: z.object({ something: z.string() }),
  execute: async ({ context, tracingContext, runId, ... }) => {
    return doSomething(context.string);
  }
  ```

  **After:**

  ```typescript
  inputSchema: z.object({ something: z.string() }),
  execute: async (inputData, context) => {
    const { agent, mcp, workflow, ...sharedContext } = context

    // context that only an agent would get like toolCallId, messages, suspend, resume, etc
    if (agent) {
      doSomething(inputData.something, agent)
    // context that only a workflow would get like runId, state, suspend, resume, etc
    } else if (workflow) {
      doSomething(inputData.something, workflow)
    // context that only a workflow would get like "extra", "elicitation"
    } else if (mcp) {
      doSomething(inputData.something, mcp)
    } else {
      // Running a tool in no execution context
      return doSomething(inputData.something);
    }
  }
  ```

- Remove format references from rag package ([#9646](https://github.com/mastra-ai/mastra/pull/9646))

- Remove unnecessary `ai` package peer dependency to enable compatibility with AI SDK v6. The rag package doesn't directly use the ai package, so this peer dependency was unnecessarily constraining version compatibility. ([#11724](https://github.com/mastra-ai/mastra/pull/11724))

- Updated dependencies [[`ac0d2f4`](https://github.com/mastra-ai/mastra/commit/ac0d2f4ff8831f72c1c66c2be809706d17f65789), [`2319326`](https://github.com/mastra-ai/mastra/commit/2319326f8c64e503a09bbcf14be2dd65405445e0), [`d2d3e22`](https://github.com/mastra-ai/mastra/commit/d2d3e22a419ee243f8812a84e3453dd44365ecb0), [`08766f1`](https://github.com/mastra-ai/mastra/commit/08766f15e13ac0692fde2a8bd366c2e16e4321df), [`72df8ae`](https://github.com/mastra-ai/mastra/commit/72df8ae595584cdd7747d5c39ffaca45e4507227), [`ebae12a`](https://github.com/mastra-ai/mastra/commit/ebae12a2dd0212e75478981053b148a2c246962d), [`c8417b4`](https://github.com/mastra-ai/mastra/commit/c8417b41d9f3486854dc7842d977fbe5e2166264), [`bc72b52`](https://github.com/mastra-ai/mastra/commit/bc72b529ee4478fe89ecd85a8be47ce0127b82a0), [`39c9743`](https://github.com/mastra-ai/mastra/commit/39c97432d084294f8ba85fbf3ef28098ff21459e), [`1dbd8c7`](https://github.com/mastra-ai/mastra/commit/1dbd8c729fb6536ec52f00064d76b80253d346e9), [`c61a0a5`](https://github.com/mastra-ai/mastra/commit/c61a0a5de4904c88fd8b3718bc26d1be1c2ec6e7), [`05b8bee`](https://github.com/mastra-ai/mastra/commit/05b8bee9e50e6c2a4a2bf210eca25ee212ca24fa), [`3076c67`](https://github.com/mastra-ai/mastra/commit/3076c6778b18988ae7d5c4c5c466366974b2d63f), [`3d93a15`](https://github.com/mastra-ai/mastra/commit/3d93a15796b158c617461c8b98bede476ebb43e2), [`9198899`](https://github.com/mastra-ai/mastra/commit/91988995c427b185c33714b7f3be955367911324), [`ed3e3dd`](https://github.com/mastra-ai/mastra/commit/ed3e3ddec69d564fe2b125e083437f76331f1283), [`c59e13c`](https://github.com/mastra-ai/mastra/commit/c59e13c7688284bd96b2baee3e314335003548de), [`c042bd0`](https://github.com/mastra-ai/mastra/commit/c042bd0b743e0e86199d0cb83344ca7690e34a9c), [`f743dbb`](https://github.com/mastra-ai/mastra/commit/f743dbb8b40d1627b5c10c0e6fc154f4ebb6e394), [`21a15de`](https://github.com/mastra-ai/mastra/commit/21a15de369fe82aac26bb642ed7be73505475e8b), [`e54953e`](https://github.com/mastra-ai/mastra/commit/e54953ed8ce1b28c0d62a19950163039af7834b4), [`ae8baf7`](https://github.com/mastra-ai/mastra/commit/ae8baf7d8adcb0ff9dac11880400452bc49b33ff), [`fec5129`](https://github.com/mastra-ai/mastra/commit/fec5129de7fc64423ea03661a56cef31dc747a0d), [`940a2b2`](https://github.com/mastra-ai/mastra/commit/940a2b27480626ed7e74f55806dcd2181c1dd0c2), [`1a0d3fc`](https://github.com/mastra-ai/mastra/commit/1a0d3fc811482c9c376cdf79ee615c23bae9b2d6), [`85d7ee1`](https://github.com/mastra-ai/mastra/commit/85d7ee18ff4e14d625a8a30ec6656bb49804989b), [`c6c1092`](https://github.com/mastra-ai/mastra/commit/c6c1092f8fbf76109303f69e000e96fd1960c4ce), [`0491e7c`](https://github.com/mastra-ai/mastra/commit/0491e7c9b714cb0ba22187ee062147ec2dd7c712), [`f6f4903`](https://github.com/mastra-ai/mastra/commit/f6f4903397314f73362061dc5a3e8e7c61ea34aa), [`d5ed981`](https://github.com/mastra-ai/mastra/commit/d5ed981c8701c1b8a27a5f35a9a2f7d9244e695f), [`85a628b`](https://github.com/mastra-ai/mastra/commit/85a628b1224a8f64cd82ea7f033774bf22df7a7e), [`0e8ed46`](https://github.com/mastra-ai/mastra/commit/0e8ed467c54d6901a6a365f270ec15d6faadb36c), [`33a4d2e`](https://github.com/mastra-ai/mastra/commit/33a4d2e4ed8af51f69256232f00c34d6b6b51d48), [`9650cce`](https://github.com/mastra-ai/mastra/commit/9650cce52a1d917ff9114653398e2a0f5c3ba808), [`6c049d9`](https://github.com/mastra-ai/mastra/commit/6c049d94063fdcbd5b81c4912a2bf82a92c9cc0b), [`910db9e`](https://github.com/mastra-ai/mastra/commit/910db9e0312888495eb5617b567f247d03303814), [`2f897df`](https://github.com/mastra-ai/mastra/commit/2f897df208508f46f51b7625e5dd20c37f93e0e3), [`d629361`](https://github.com/mastra-ai/mastra/commit/d629361a60f6565b5bfb11976fdaf7308af858e2), [`4f94ed8`](https://github.com/mastra-ai/mastra/commit/4f94ed8177abfde3ec536e3574883e075423350c), [`feb7ee4`](https://github.com/mastra-ai/mastra/commit/feb7ee4d09a75edb46c6669a3beaceec78811747), [`4aaa844`](https://github.com/mastra-ai/mastra/commit/4aaa844a4f19d054490f43638a990cc57bda8d2f), [`c237233`](https://github.com/mastra-ai/mastra/commit/c23723399ccedf7f5744b3f40997b79246bfbe64), [`38380b6`](https://github.com/mastra-ai/mastra/commit/38380b60fca905824bdf6b43df307a58efb1aa15), [`6833c69`](https://github.com/mastra-ai/mastra/commit/6833c69607418d257750bbcdd84638993d343539), [`932d63d`](https://github.com/mastra-ai/mastra/commit/932d63dd51be9c8bf1e00e3671fe65606c6fb9cd), [`4a1a6cb`](https://github.com/mastra-ai/mastra/commit/4a1a6cb3facad54b2bb6780b00ce91d6de1edc08), [`08c31c1`](https://github.com/mastra-ai/mastra/commit/08c31c188ebccd598acaf55e888b6397d01f7eae), [`919a22b`](https://github.com/mastra-ai/mastra/commit/919a22b25876f9ed5891efe5facbe682c30ff497), [`15f9e21`](https://github.com/mastra-ai/mastra/commit/15f9e216177201ea6e3f6d0bfb063fcc0953444f), [`3443770`](https://github.com/mastra-ai/mastra/commit/3443770662df8eb24c9df3589b2792d78cfcb811), [`69136e7`](https://github.com/mastra-ai/mastra/commit/69136e748e32f57297728a4e0f9a75988462f1a7), [`b0e2ea5`](https://github.com/mastra-ai/mastra/commit/b0e2ea5b52c40fae438b9e2f7baee6f0f89c5442), [`f0a07e0`](https://github.com/mastra-ai/mastra/commit/f0a07e0111b3307c5fabfa4094c5c2cfb734fbe6), [`ff94dea`](https://github.com/mastra-ai/mastra/commit/ff94dea935f4e34545c63bcb6c29804732698809), [`0d41fe2`](https://github.com/mastra-ai/mastra/commit/0d41fe245355dfc66d61a0d9c85d9400aac351ff), [`b760b73`](https://github.com/mastra-ai/mastra/commit/b760b731aca7c8a3f041f61d57a7f125ae9cb215), [`aaa40e7`](https://github.com/mastra-ai/mastra/commit/aaa40e788628b319baa8e889407d11ad626547fa), [`1521d71`](https://github.com/mastra-ai/mastra/commit/1521d716e5daedc74690c983fbd961123c56756b), [`449aed2`](https://github.com/mastra-ai/mastra/commit/449aed2ba9d507b75bf93d427646ea94f734dfd1), [`eb648a2`](https://github.com/mastra-ai/mastra/commit/eb648a2cc1728f7678768dd70cd77619b448dab9), [`695a621`](https://github.com/mastra-ai/mastra/commit/695a621528bdabeb87f83c2277cf2bb084c7f2b4), [`9e1911d`](https://github.com/mastra-ai/mastra/commit/9e1911db2b4db85e0e768c3f15e0d61e319869f6), [`ac3cc23`](https://github.com/mastra-ai/mastra/commit/ac3cc2397d1966bc0fc2736a223abc449d3c7719), [`c456e01`](https://github.com/mastra-ai/mastra/commit/c456e0149e3c176afcefdbd9bb1d2c5917723725), [`ebac155`](https://github.com/mastra-ai/mastra/commit/ebac15564a590117db7078233f927a7e28a85106), [`a86f4df`](https://github.com/mastra-ai/mastra/commit/a86f4df0407311e0d2ea49b9a541f0938810d6a9), [`dd1c38d`](https://github.com/mastra-ai/mastra/commit/dd1c38d1b75f1b695c27b40d8d9d6ed00d5e0f6f), [`5948e6a`](https://github.com/mastra-ai/mastra/commit/5948e6a5146c83666ba3f294b2be576c82a513fb), [`5b2ff46`](https://github.com/mastra-ai/mastra/commit/5b2ff4651df70c146523a7fca773f8eb0a2272f8), [`edb07e4`](https://github.com/mastra-ai/mastra/commit/edb07e49283e0c28bd094a60e03439bf6ecf0221), [`e0941c3`](https://github.com/mastra-ai/mastra/commit/e0941c3d7fc75695d5d258e7008fd5d6e650800c), [`db41688`](https://github.com/mastra-ai/mastra/commit/db4168806d007417e2e60b4f68656dca4e5f40c9), [`2b459f4`](https://github.com/mastra-ai/mastra/commit/2b459f466fd91688eeb2a44801dc23f7f8a887ab), [`798d0c7`](https://github.com/mastra-ai/mastra/commit/798d0c740232653b1d754870e6b43a55c364ffe2), [`0c0580a`](https://github.com/mastra-ai/mastra/commit/0c0580a42f697cd2a7d5973f25bfe7da9055038a), [`8940859`](https://github.com/mastra-ai/mastra/commit/89408593658199b4ad67f7b65e888f344e64a442), [`486352b`](https://github.com/mastra-ai/mastra/commit/486352b66c746602b68a95839f830de14c7fb8c0), [`ab035c2`](https://github.com/mastra-ai/mastra/commit/ab035c2ef6d8cc7bb25f06f1a38508bd9e6f126b), [`e629310`](https://github.com/mastra-ai/mastra/commit/e629310f1a73fa236d49ec7a1d1cceb6229dc7cc), [`0131105`](https://github.com/mastra-ai/mastra/commit/0131105532e83bdcbb73352fc7d0879eebf140dc), [`5ca599d`](https://github.com/mastra-ai/mastra/commit/5ca599d0bb59a1595f19f58473fcd67cc71cef58), [`09e4bae`](https://github.com/mastra-ai/mastra/commit/09e4bae18dd5357d2ae078a4a95a2af32168ab08), [`47b1c16`](https://github.com/mastra-ai/mastra/commit/47b1c16a01c7ffb6765fe1e499b49092f8b7eba3), [`4c6b492`](https://github.com/mastra-ai/mastra/commit/4c6b492c4dd591c6a592520c1f6855d6e936d71f), [`bff1145`](https://github.com/mastra-ai/mastra/commit/bff114556b3cbadad9b2768488708f8ad0e91475), [`dff01d8`](https://github.com/mastra-ai/mastra/commit/dff01d81ce1f4e4087cfac20fa868e6db138dd14), [`9d5059e`](https://github.com/mastra-ai/mastra/commit/9d5059eae810829935fb08e81a9bb7ecd5b144a7), [`ffe84d5`](https://github.com/mastra-ai/mastra/commit/ffe84d54f3b0f85167fe977efd027dba027eb998), [`5c8ca24`](https://github.com/mastra-ai/mastra/commit/5c8ca247094e0cc2cdbd7137822fb47241f86e77), [`9d819d5`](https://github.com/mastra-ai/mastra/commit/9d819d54b61481639f4008e4694791bddf187edd), [`24b76d8`](https://github.com/mastra-ai/mastra/commit/24b76d8e17656269c8ed09a0c038adb9cc2ae95a), [`31d13d5`](https://github.com/mastra-ai/mastra/commit/31d13d5fdc2e2380e2e3ee3ec9fb29d2a00f265d), [`ef756c6`](https://github.com/mastra-ai/mastra/commit/ef756c65f82d16531c43f49a27290a416611e526), [`e191844`](https://github.com/mastra-ai/mastra/commit/e1918444ca3f80e82feef1dad506cd4ec6e2875f), [`243a823`](https://github.com/mastra-ai/mastra/commit/243a8239c5906f5c94e4f78b54676793f7510ae3), [`b00ccd3`](https://github.com/mastra-ai/mastra/commit/b00ccd325ebd5d9e37e34dd0a105caae67eb568f), [`28f5f89`](https://github.com/mastra-ai/mastra/commit/28f5f89705f2409921e3c45178796c0e0d0bbb64), [`22553f1`](https://github.com/mastra-ai/mastra/commit/22553f11c63ee5e966a9c034a349822249584691), [`4c62166`](https://github.com/mastra-ai/mastra/commit/4c621669f4a29b1f443eca3ba70b814afa286266), [`e601b27`](https://github.com/mastra-ai/mastra/commit/e601b272c70f3a5ecca610373aa6223012704892), [`7d56d92`](https://github.com/mastra-ai/mastra/commit/7d56d9213886e8353956d7d40df10045fd12b299), [`81dc110`](https://github.com/mastra-ai/mastra/commit/81dc11008d147cf5bdc8996ead1aa61dbdebb6fc), [`7bcbf10`](https://github.com/mastra-ai/mastra/commit/7bcbf10133516e03df964b941f9a34e9e4ab4177), [`029540c`](https://github.com/mastra-ai/mastra/commit/029540ca1e582fc2dd8d288ecd4a9b0f31a954ef), [`7237163`](https://github.com/mastra-ai/mastra/commit/72371635dbf96a87df4b073cc48fc655afbdce3d), [`2500740`](https://github.com/mastra-ai/mastra/commit/2500740ea23da067d6e50ec71c625ab3ce275e64), [`4353600`](https://github.com/mastra-ai/mastra/commit/43536005a65988a8eede236f69122e7f5a284ba2), [`653e65a`](https://github.com/mastra-ai/mastra/commit/653e65ae1f9502c2958a32f47a5a2df11e612a92), [`873ecbb`](https://github.com/mastra-ai/mastra/commit/873ecbb517586aa17d2f1e99283755b3ebb2863f), [`6986fb0`](https://github.com/mastra-ai/mastra/commit/6986fb064f5db6ecc24aa655e1d26529087b43b3), [`3d3366f`](https://github.com/mastra-ai/mastra/commit/3d3366f31683e7137d126a3a57174a222c5801fb), [`5a4953f`](https://github.com/mastra-ai/mastra/commit/5a4953f7d25bb15ca31ed16038092a39cb3f98b3), [`4f9bbe5`](https://github.com/mastra-ai/mastra/commit/4f9bbe5968f42c86f4930b8193de3c3c17e5bd36), [`efe406a`](https://github.com/mastra-ai/mastra/commit/efe406a1353c24993280ebc2ed61dd9f65b84b26), [`eb9e522`](https://github.com/mastra-ai/mastra/commit/eb9e522ce3070a405e5b949b7bf5609ca51d7fe2), [`fd3d338`](https://github.com/mastra-ai/mastra/commit/fd3d338a2c362174ed5b383f1f011ad9fb0302aa), [`20e6f19`](https://github.com/mastra-ai/mastra/commit/20e6f1971d51d3ff6dd7accad8aaaae826d540ed), [`053e979`](https://github.com/mastra-ai/mastra/commit/053e9793b28e970086b0507f7f3b76ea32c1e838), [`02e51fe`](https://github.com/mastra-ai/mastra/commit/02e51feddb3d4155cfbcc42624fd0d0970d032c0), [`71c8d6c`](https://github.com/mastra-ai/mastra/commit/71c8d6c161253207b2b9588bdadb7eed604f7253), [`7aedb74`](https://github.com/mastra-ai/mastra/commit/7aedb74883adf66af38e270e4068fd42e7a37036), [`3bdfa75`](https://github.com/mastra-ai/mastra/commit/3bdfa7507a91db66f176ba8221aa28dd546e464a), [`119e5c6`](https://github.com/mastra-ai/mastra/commit/119e5c65008f3e5cfca954eefc2eb85e3bf40da4), [`c6fd6fe`](https://github.com/mastra-ai/mastra/commit/c6fd6fedd09e9cf8004b03a80925f5e94826ad7e), [`8f02d80`](https://github.com/mastra-ai/mastra/commit/8f02d800777397e4b45d7f1ad041988a8b0c6630), [`fdac646`](https://github.com/mastra-ai/mastra/commit/fdac646033a0930a1a4e00d13aa64c40bb7f1e02), [`6179a9b`](https://github.com/mastra-ai/mastra/commit/6179a9ba36ffac326de3cc3c43cdc8028d37c251), [`8f3fa3a`](https://github.com/mastra-ai/mastra/commit/8f3fa3a652bb77da092f913ec51ae46e3a7e27dc), [`d07b568`](https://github.com/mastra-ai/mastra/commit/d07b5687819ea8cb1dffa776d0c1765faf4aa1ae), [`e770de9`](https://github.com/mastra-ai/mastra/commit/e770de941a287a49b1964d44db5a5763d19890a6), [`e26dc9c`](https://github.com/mastra-ai/mastra/commit/e26dc9c3ccfec54ae3dc3e2b2589f741f9ae60a6), [`55edf73`](https://github.com/mastra-ai/mastra/commit/55edf7302149d6c964fbb7908b43babfc2b52145), [`c30400a`](https://github.com/mastra-ai/mastra/commit/c30400a49b994b1b97256fe785eb6c906fc2b232), [`486352b`](https://github.com/mastra-ai/mastra/commit/486352b66c746602b68a95839f830de14c7fb8c0), [`00f4921`](https://github.com/mastra-ai/mastra/commit/00f4921dd2c91a1e5446799599ef7116a8214a1a), [`1a46a56`](https://github.com/mastra-ai/mastra/commit/1a46a566f45a3fcbadc1cf36bf86d351f264bfa3), [`ca8041c`](https://github.com/mastra-ai/mastra/commit/ca8041cce0379fda22ed293a565bcb5b6ddca68a), [`b5dc973`](https://github.com/mastra-ai/mastra/commit/b5dc9733a5158850298dfb103acb3babdba8a318), [`7051bf3`](https://github.com/mastra-ai/mastra/commit/7051bf38b3b122a069008f861f7bfc004a6d9f6e), [`a8f1494`](https://github.com/mastra-ai/mastra/commit/a8f1494f4bbdc2770bcf327d4c7d869e332183f1), [`52e2716`](https://github.com/mastra-ai/mastra/commit/52e2716b42df6eff443de72360ae83e86ec23993), [`d7aad50`](https://github.com/mastra-ai/mastra/commit/d7aad501ce61646b76b4b511e558ac4eea9884d0), [`4f0b3c6`](https://github.com/mastra-ai/mastra/commit/4f0b3c66f196c06448487f680ccbb614d281e2f7), [`27b4040`](https://github.com/mastra-ai/mastra/commit/27b4040bfa1a95d92546f420a02a626b1419a1d6), [`c61fac3`](https://github.com/mastra-ai/mastra/commit/c61fac3add96f0dcce0208c07415279e2537eb62), [`6f14f70`](https://github.com/mastra-ai/mastra/commit/6f14f706ccaaf81b69544b6c1b75ab66a41e5317), [`69e0a87`](https://github.com/mastra-ai/mastra/commit/69e0a878896a2da9494945d86e056a5f8f05b851), [`cd29ad2`](https://github.com/mastra-ai/mastra/commit/cd29ad23a255534e8191f249593849ed29160886), [`bdf4d8c`](https://github.com/mastra-ai/mastra/commit/bdf4d8cdc656d8a2c21d81834bfa3bfa70f56c16), [`854e3da`](https://github.com/mastra-ai/mastra/commit/854e3dad5daac17a91a20986399d3a51f54bf68b), [`ce18d38`](https://github.com/mastra-ai/mastra/commit/ce18d38678c65870350d123955014a8432075fd9), [`3cf540b`](https://github.com/mastra-ai/mastra/commit/3cf540b9fbfea8f4fc8d3a2319a4e6c0b0cbfd52), [`352a5d6`](https://github.com/mastra-ai/mastra/commit/352a5d625cfe09849b21e8f52a24c9f0366759d5), [`1c6ce51`](https://github.com/mastra-ai/mastra/commit/1c6ce51f875915ab57fd36873623013699a2a65d), [`74c4f22`](https://github.com/mastra-ai/mastra/commit/74c4f22ed4c71e72598eacc346ba95cdbc00294f), [`3a76a80`](https://github.com/mastra-ai/mastra/commit/3a76a80284cb71a0faa975abb3d4b2a9631e60cd), [`898a972`](https://github.com/mastra-ai/mastra/commit/898a9727d286c2510d6b702dfd367e6aaf5c6b0f), [`0793497`](https://github.com/mastra-ai/mastra/commit/079349753620c40246ffd673e3f9d7d9820beff3), [`09e4bae`](https://github.com/mastra-ai/mastra/commit/09e4bae18dd5357d2ae078a4a95a2af32168ab08), [`026b848`](https://github.com/mastra-ai/mastra/commit/026b8483fbf5b6d977be8f7e6aac8d15c75558ac), [`2c212e7`](https://github.com/mastra-ai/mastra/commit/2c212e704c90e2db83d4109e62c03f0f6ebd2667), [`a97003a`](https://github.com/mastra-ai/mastra/commit/a97003aa1cf2f4022a41912324a1e77263b326b8), [`f9a2509`](https://github.com/mastra-ai/mastra/commit/f9a25093ea72d210a5e52cfcb3bcc8b5e02dc25c), [`66741d1`](https://github.com/mastra-ai/mastra/commit/66741d1a99c4f42cf23a16109939e8348ac6852e), [`ccc141e`](https://github.com/mastra-ai/mastra/commit/ccc141ed27da0abc3a3fc28e9e5128152e8e37f4), [`27c0009`](https://github.com/mastra-ai/mastra/commit/27c0009777a6073d7631b0eb7b481d94e165b5ca), [`01f8878`](https://github.com/mastra-ai/mastra/commit/01f88783de25e4de048c1c8aace43e26373c6ea5), [`dee388d`](https://github.com/mastra-ai/mastra/commit/dee388dde02f2e63c53385ae69252a47ab6825cc), [`610a70b`](https://github.com/mastra-ai/mastra/commit/610a70bdad282079f0c630e0d7bb284578f20151), [`5df9cce`](https://github.com/mastra-ai/mastra/commit/5df9cce1a753438413f64c11eeef8f845745c2a8), [`b7e17d3`](https://github.com/mastra-ai/mastra/commit/b7e17d3f5390bb5a71efc112204413656fcdc18d), [`4c77209`](https://github.com/mastra-ai/mastra/commit/4c77209e6c11678808b365d545845918c40045c8), [`a854ede`](https://github.com/mastra-ai/mastra/commit/a854ede62bf5ac0945a624ac48913dd69c73aabf), [`fe3b897`](https://github.com/mastra-ai/mastra/commit/fe3b897c2ccbcd2b10e81b099438c7337feddf89), [`c576fc0`](https://github.com/mastra-ai/mastra/commit/c576fc0b100b2085afded91a37c97a0ea0ec09c7), [`3defc80`](https://github.com/mastra-ai/mastra/commit/3defc80cf2b88a1b7fc1cc4ddcb91e982a614609), [`00123ba`](https://github.com/mastra-ai/mastra/commit/00123ba96dc9e5cd0b110420ebdba56d8f237b25), [`16153fe`](https://github.com/mastra-ai/mastra/commit/16153fe7eb13c99401f48e6ca32707c965ee28b9), [`9f4a683`](https://github.com/mastra-ai/mastra/commit/9f4a6833e88b52574665c028fd5508ad5c2f6004), [`bc94344`](https://github.com/mastra-ai/mastra/commit/bc943444a1342d8a662151b7bce1df7dae32f59c), [`4ca4306`](https://github.com/mastra-ai/mastra/commit/4ca430614daa5fa04730205a302a43bf4accfe9f), [`cccf9c8`](https://github.com/mastra-ai/mastra/commit/cccf9c8b2d2dfc1a5e63919395b83d78c89682a0), [`74e504a`](https://github.com/mastra-ai/mastra/commit/74e504a3b584eafd2f198001c6a113bbec589fd3), [`29c4309`](https://github.com/mastra-ai/mastra/commit/29c4309f818b24304c041bcb4a8f19b5f13f6b62), [`16785ce`](https://github.com/mastra-ai/mastra/commit/16785ced928f6f22638f4488cf8a125d99211799), [`57d157f`](https://github.com/mastra-ai/mastra/commit/57d157f0b163a95c3e6c9eae31bdb11d1bfc64f9), [`61a5705`](https://github.com/mastra-ai/mastra/commit/61a570551278b6743e64243b3ce7d73de915ca8a), [`903f67d`](https://github.com/mastra-ai/mastra/commit/903f67d184504a273893818c02b961f5423a79ad), [`3f3fc30`](https://github.com/mastra-ai/mastra/commit/3f3fc3096f24c4a26cffeecfe73085928f72aa63), [`d827d08`](https://github.com/mastra-ai/mastra/commit/d827d0808ffe1f3553a84e975806cc989b9735dd), [`e33fdbd`](https://github.com/mastra-ai/mastra/commit/e33fdbd07b33920d81e823122331b0c0bee0bb59), [`4524734`](https://github.com/mastra-ai/mastra/commit/45247343e384717a7c8404296275c56201d6470f), [`7a010c5`](https://github.com/mastra-ai/mastra/commit/7a010c56b846a313a49ae42fccd3d8de2b9f292d), [`2a90c55`](https://github.com/mastra-ai/mastra/commit/2a90c55a86a9210697d5adaab5ee94584b079adc), [`2a53598`](https://github.com/mastra-ai/mastra/commit/2a53598c6d8cfeb904a7fc74e57e526d751c8fa6), [`81b6a8f`](https://github.com/mastra-ai/mastra/commit/81b6a8ff79f49a7549d15d66624ac1a0b8f5f971), [`8538a0d`](https://github.com/mastra-ai/mastra/commit/8538a0d232619bf55dad7ddc2a8b0ca77c679a87), [`d90ea65`](https://github.com/mastra-ai/mastra/commit/d90ea6536f7aa51c6545a4e9215b55858e98e16d), [`db70a48`](https://github.com/mastra-ai/mastra/commit/db70a48aeeeeb8e5f92007e8ede52c364ce15287), [`261473a`](https://github.com/mastra-ai/mastra/commit/261473ac637e633064a22076671e2e02b002214d), [`eb09742`](https://github.com/mastra-ai/mastra/commit/eb09742197f66c4c38154c3beec78313e69760b2), [`de8239b`](https://github.com/mastra-ai/mastra/commit/de8239bdcb1d8c0cfa06da21f1569912a66bbc8a), [`e4d366a`](https://github.com/mastra-ai/mastra/commit/e4d366aeb500371dd4210d6aa8361a4c21d87034), [`23c10a1`](https://github.com/mastra-ai/mastra/commit/23c10a1efdd9a693c405511ab2dc8a1236603162), [`b5e6cd7`](https://github.com/mastra-ai/mastra/commit/b5e6cd77fc8c8e64e0494c1d06cee3d84e795d1e), [`d171e55`](https://github.com/mastra-ai/mastra/commit/d171e559ead9f52ec728d424844c8f7b164c4510), [`f0fdc14`](https://github.com/mastra-ai/mastra/commit/f0fdc14ee233d619266b3d2bbdeea7d25cfc6d13), [`a4f010b`](https://github.com/mastra-ai/mastra/commit/a4f010b22e4355a5fdee70a1fe0f6e4a692cc29e), [`c7cd3c7`](https://github.com/mastra-ai/mastra/commit/c7cd3c7a187d7aaf79e2ca139de328bf609a14b4), [`db18bc9`](https://github.com/mastra-ai/mastra/commit/db18bc9c3825e2c1a0ad9a183cc9935f6691bfa1), [`96d35f6`](https://github.com/mastra-ai/mastra/commit/96d35f61376bc2b1bf148648a2c1985bd51bef55), [`68ec97d`](https://github.com/mastra-ai/mastra/commit/68ec97d4c07c6393fcf95c2481fc5d73da99f8c8), [`8dc7f55`](https://github.com/mastra-ai/mastra/commit/8dc7f55900395771da851dc7d78d53ae84fe34ec), [`cfabdd4`](https://github.com/mastra-ai/mastra/commit/cfabdd4aae7a726b706942d6836eeca110fb6267), [`9b37b56`](https://github.com/mastra-ai/mastra/commit/9b37b565e1f2a76c24f728945cc740c2b09be9da), [`01b20fe`](https://github.com/mastra-ai/mastra/commit/01b20fefb7c67c2b7d79417598ef4e60256d1225), [`dd4f34c`](https://github.com/mastra-ai/mastra/commit/dd4f34c78cbae24063463475b0619575c415f9b8), [`8379099`](https://github.com/mastra-ai/mastra/commit/8379099fc467af6bef54dd7f80c9bd75bf8bbddf), [`0dbf199`](https://github.com/mastra-ai/mastra/commit/0dbf199110f22192ce5c95b1c8148d4872b4d119), [`5cbe88a`](https://github.com/mastra-ai/mastra/commit/5cbe88aefbd9f933bca669fd371ea36bf939ac6d), [`41a23c3`](https://github.com/mastra-ai/mastra/commit/41a23c32f9877d71810f37e24930515df2ff7a0f), [`a1bd7b8`](https://github.com/mastra-ai/mastra/commit/a1bd7b8571db16b94eb01588f451a74758c96d65), [`d78b38d`](https://github.com/mastra-ai/mastra/commit/d78b38d898fce285260d3bbb4befade54331617f), [`a0a5b4b`](https://github.com/mastra-ai/mastra/commit/a0a5b4bbebe6c701ebbadf744873aa0d5ca01371), [`ce0a73a`](https://github.com/mastra-ai/mastra/commit/ce0a73abeaa75b10ca38f9e40a255a645d50ebfb), [`5d171ad`](https://github.com/mastra-ai/mastra/commit/5d171ad9ef340387276b77c2bb3e83e83332d729), [`0633100`](https://github.com/mastra-ai/mastra/commit/0633100a911ad22f5256471bdf753da21c104742), [`3759cb0`](https://github.com/mastra-ai/mastra/commit/3759cb064935b5f74c65ac2f52a1145f7352899d), [`929f69c`](https://github.com/mastra-ai/mastra/commit/929f69c3436fa20dd0f0e2f7ebe8270bd82a1529), [`c710c16`](https://github.com/mastra-ai/mastra/commit/c710c1652dccfdc4111c8412bca7a6bb1d48b441), [`10c2735`](https://github.com/mastra-ai/mastra/commit/10c27355edfdad1ee2b826b897df74125eb81fb8), [`354ad0b`](https://github.com/mastra-ai/mastra/commit/354ad0b7b1b8183ac567f236a884fc7ede6d7138), [`cfae733`](https://github.com/mastra-ai/mastra/commit/cfae73394f4920635e6c919c8e95ff9a0788e2e5), [`8c0ec25`](https://github.com/mastra-ai/mastra/commit/8c0ec25646c8a7df253ed1e5ff4863a0d3f1316c), [`e3dfda7`](https://github.com/mastra-ai/mastra/commit/e3dfda7b11bf3b8c4bb55637028befb5f387fc74), [`69ea758`](https://github.com/mastra-ai/mastra/commit/69ea758358edd7117f191c2e69c8bb5fc79e7a1a), [`73b0bb3`](https://github.com/mastra-ai/mastra/commit/73b0bb394dba7c9482eb467a97ab283dbc0ef4db), [`651e772`](https://github.com/mastra-ai/mastra/commit/651e772eb1475fb13e126d3fcc01751297a88214), [`a02e542`](https://github.com/mastra-ai/mastra/commit/a02e542d23179bad250b044b17ff023caa61739f), [`f03ae60`](https://github.com/mastra-ai/mastra/commit/f03ae60500fe350c9d828621006cdafe1975fdd8), [`6b3ba91`](https://github.com/mastra-ai/mastra/commit/6b3ba91494cc10394df96782f349a4f7b1e152cc), [`a372c64`](https://github.com/mastra-ai/mastra/commit/a372c640ad1fd12e8f0613cebdc682fc156b4d95), [`993ad98`](https://github.com/mastra-ai/mastra/commit/993ad98d7ad3bebda9ecef5fec5c94349a0d04bc), [`676ccc7`](https://github.com/mastra-ai/mastra/commit/676ccc7fe92468d2d45d39c31a87825c89fd1ea0), [`3ff2c17`](https://github.com/mastra-ai/mastra/commit/3ff2c17a58e312fad5ea37377262c12d92ca0908), [`a0e437f`](https://github.com/mastra-ai/mastra/commit/a0e437fac561b28ee719e0302d72b2f9b4c138f0), [`d1e74a0`](https://github.com/mastra-ai/mastra/commit/d1e74a0a293866dece31022047f5dbab65a304d0), [`844ea5d`](https://github.com/mastra-ai/mastra/commit/844ea5dc0c248961e7bf73629ae7dcff503e853c), [`5627a8c`](https://github.com/mastra-ai/mastra/commit/5627a8c6dc11fe3711b3fa7a6ffd6eb34100a306), [`398fde3`](https://github.com/mastra-ai/mastra/commit/398fde3f39e707cda79372cdae8f9870e3b57c8d), [`c10398d`](https://github.com/mastra-ai/mastra/commit/c10398d5b88f1d4af556f4267ff06f1d11e89179), [`3ff45d1`](https://github.com/mastra-ai/mastra/commit/3ff45d10e0c80c5335a957ab563da72feb623520), [`f0f8f12`](https://github.com/mastra-ai/mastra/commit/f0f8f125c308f2d0fd36942ef652fd852df7522f), [`b61b93f`](https://github.com/mastra-ai/mastra/commit/b61b93f9e058b11dd2eec169853175d31dbdd567), [`bae33d9`](https://github.com/mastra-ai/mastra/commit/bae33d91a63fbb64d1e80519e1fc1acaed1e9013), [`39e7869`](https://github.com/mastra-ai/mastra/commit/39e7869bc7d0ee391077ce291474d8a84eedccff), [`0d7618b`](https://github.com/mastra-ai/mastra/commit/0d7618bc650bf2800934b243eca5648f4aeed9c2), [`7b763e5`](https://github.com/mastra-ai/mastra/commit/7b763e52fc3eaf699c2a99f2adf418dd46e4e9a5), [`251df45`](https://github.com/mastra-ai/mastra/commit/251df4531407dfa46d805feb40ff3fb49769f455), [`d36cfbb`](https://github.com/mastra-ai/mastra/commit/d36cfbbb6565ba5f827883cc9bb648eb14befdc1), [`f894d14`](https://github.com/mastra-ai/mastra/commit/f894d148946629af7b1f452d65a9cf864cec3765), [`8846867`](https://github.com/mastra-ai/mastra/commit/8846867ffa9a3746767618e314bebac08eb77d87), [`1924cf0`](https://github.com/mastra-ai/mastra/commit/1924cf06816e5e4d4d5333065ec0f4bb02a97799), [`c0b731f`](https://github.com/mastra-ai/mastra/commit/c0b731fb27d712dc8582e846df5c0332a6a0c5ba), [`5761926`](https://github.com/mastra-ai/mastra/commit/57619260c4a2cdd598763abbacd90de594c6bc76), [`c2b9547`](https://github.com/mastra-ai/mastra/commit/c2b9547bf435f56339f23625a743b2147ab1c7a6), [`3697853`](https://github.com/mastra-ai/mastra/commit/3697853deeb72017d90e0f38a93c1e29221aeca0), [`c900fdd`](https://github.com/mastra-ai/mastra/commit/c900fdd504c41348efdffb205cfe80d48c38fa33), [`9312dcd`](https://github.com/mastra-ai/mastra/commit/9312dcd1c6f5b321929e7d382e763d95fdc030f5), [`b2e45ec`](https://github.com/mastra-ai/mastra/commit/b2e45eca727a8db01a81ba93f1a5219c7183c839), [`5d7000f`](https://github.com/mastra-ai/mastra/commit/5d7000f757cd65ea9dc5b05e662fd83dfd44e932), [`43ca8f2`](https://github.com/mastra-ai/mastra/commit/43ca8f2c7334851cc7b4d3d2f037d8784bfbdd5f), [`d6d49f7`](https://github.com/mastra-ai/mastra/commit/d6d49f7b8714fa19a52ff9c7cf7fb7e73751901e), [`00c2387`](https://github.com/mastra-ai/mastra/commit/00c2387f5f04a365316f851e58666ac43f8c4edf), [`a534e95`](https://github.com/mastra-ai/mastra/commit/a534e9591f83b3cc1ebff99c67edf4cda7bf81d3), [`9d0e7fe`](https://github.com/mastra-ai/mastra/commit/9d0e7feca8ed98de959f53476ee1456073673348), [`53d927c`](https://github.com/mastra-ai/mastra/commit/53d927cc6f03bff33655b7e2b788da445a08731d), [`ad6250d`](https://github.com/mastra-ai/mastra/commit/ad6250dbdaad927e29f74a27b83f6c468b50a705), [`580b592`](https://github.com/mastra-ai/mastra/commit/580b5927afc82fe460dfdf9a38a902511b6b7e7f), [`604a79f`](https://github.com/mastra-ai/mastra/commit/604a79fecf276e26a54a3fe01bb94e65315d2e0e), [`42a42cf`](https://github.com/mastra-ai/mastra/commit/42a42cf3132b9786feecbb8c13c583dce5b0e198), [`3f2faf2`](https://github.com/mastra-ai/mastra/commit/3f2faf2e2d685d6c053cc5af1bf9fedf267b2ce5), [`22f64bc`](https://github.com/mastra-ai/mastra/commit/22f64bc1d37149480b58bf2fefe35b79a1e3e7d5), [`ff4d9a6`](https://github.com/mastra-ai/mastra/commit/ff4d9a6704fc87b31a380a76ed22736fdedbba5a), [`50fd320`](https://github.com/mastra-ai/mastra/commit/50fd320003d0d93831c230ef531bef41f5ba7b3a), [`847c212`](https://github.com/mastra-ai/mastra/commit/847c212caba7df0d6f2fc756b494ac3c75c3720d), [`69821ef`](https://github.com/mastra-ai/mastra/commit/69821ef806482e2c44e2197ac0b050c3fe3a5285), [`3a73998`](https://github.com/mastra-ai/mastra/commit/3a73998fa4ebeb7f3dc9301afe78095fc63e7999), [`ffa553a`](https://github.com/mastra-ai/mastra/commit/ffa553a3edc1bd17d73669fba66d6b6f4ac10897), [`83d5942`](https://github.com/mastra-ai/mastra/commit/83d5942669ce7bba4a6ca4fd4da697a10eb5ebdc), [`58e3931`](https://github.com/mastra-ai/mastra/commit/58e3931af9baa5921688566210f00fb0c10479fa), [`ae08bf0`](https://github.com/mastra-ai/mastra/commit/ae08bf0ebc6a4e4da992b711c4a389c32ba84cf4), [`0bed332`](https://github.com/mastra-ai/mastra/commit/0bed332843f627202c6520eaf671771313cd20f3), [`887f0b4`](https://github.com/mastra-ai/mastra/commit/887f0b4746cdbd7cb7d6b17ac9f82aeb58037ea5), [`2562143`](https://github.com/mastra-ai/mastra/commit/256214336b4faa78646c9c1776612393790d8784), [`b7959e6`](https://github.com/mastra-ai/mastra/commit/b7959e6e25a46b480f9ea2217c4c6c588c423791), [`a7ce182`](https://github.com/mastra-ai/mastra/commit/a7ce1822a8785ce45d62dd5c911af465e144f7d7), [`bda6370`](https://github.com/mastra-ai/mastra/commit/bda637009360649aaf579919e7873e33553c273e), [`d7acd8e`](https://github.com/mastra-ai/mastra/commit/d7acd8e987b5d7eff4fd98b0906c17c06a2e83d5), [`c7f1f7d`](https://github.com/mastra-ai/mastra/commit/c7f1f7d24f61f247f018cc2d1f33bf63212959a7), [`0bddc6d`](https://github.com/mastra-ai/mastra/commit/0bddc6d8dbd6f6008c0cba2e4960a2da75a55af1), [`bec5efd`](https://github.com/mastra-ai/mastra/commit/bec5efde96653ccae6604e68c696d1bc6c1a0bf5), [`5947fcd`](https://github.com/mastra-ai/mastra/commit/5947fcdd425531f29f9422026d466c2ee3113c93), [`4aa55b3`](https://github.com/mastra-ai/mastra/commit/4aa55b383cf06043943359ea316572fd969861a7), [`21735a7`](https://github.com/mastra-ai/mastra/commit/21735a7ef306963554a69a89b44f06c3bcd85141), [`735d8c1`](https://github.com/mastra-ai/mastra/commit/735d8c1c0d19fbc09e6f8b66cf41bc7655993838), [`7907fd1`](https://github.com/mastra-ai/mastra/commit/7907fd1c5059813b7b870b81ca71041dc807331b), [`1ed5716`](https://github.com/mastra-ai/mastra/commit/1ed5716830867b3774c4a1b43cc0d82935f32b96), [`acf322e`](https://github.com/mastra-ai/mastra/commit/acf322e0f1fd0189684cf529d91c694bea918a45), [`2ca67cc`](https://github.com/mastra-ai/mastra/commit/2ca67cc3bb1f6a617353fdcab197d9efebe60d6f), [`9eedf7d`](https://github.com/mastra-ai/mastra/commit/9eedf7de1d6e0022a2f4e5e9e6fe1ec468f9b43c), [`b339816`](https://github.com/mastra-ai/mastra/commit/b339816df0984d0243d944ac2655d6ba5f809cde), [`e16d553`](https://github.com/mastra-ai/mastra/commit/e16d55338403c7553531cc568125c63d53653dff), [`6f941c4`](https://github.com/mastra-ai/mastra/commit/6f941c438ca5f578619788acc7608fc2e23bd176), [`4186bdd`](https://github.com/mastra-ai/mastra/commit/4186bdd00731305726fa06adba0b076a1d50b49f), [`08bb631`](https://github.com/mastra-ai/mastra/commit/08bb631ae2b14684b2678e3549d0b399a6f0561e), [`c942802`](https://github.com/mastra-ai/mastra/commit/c942802a477a925b01859a7b8688d4355715caaa), [`4f0331a`](https://github.com/mastra-ai/mastra/commit/4f0331a79bf6eb5ee598a5086e55de4b5a0ada03), [`a0c8c1b`](https://github.com/mastra-ai/mastra/commit/a0c8c1b87d4fee252aebda73e8637fbe01d761c9), [`1d877b8`](https://github.com/mastra-ai/mastra/commit/1d877b8d7b536a251c1a7a18db7ddcf4f68d6f8b), [`cc34739`](https://github.com/mastra-ai/mastra/commit/cc34739c34b6266a91bea561119240a7acf47887), [`c218bd3`](https://github.com/mastra-ai/mastra/commit/c218bd3759e32423735b04843a09404572631014), [`9e67002`](https://github.com/mastra-ai/mastra/commit/9e67002b52c9be19936c420a489dbee9c5fd6a78), [`7aaf973`](https://github.com/mastra-ai/mastra/commit/7aaf973f83fbbe9521f1f9e7a4fd99b8de464617), [`2c4438b`](https://github.com/mastra-ai/mastra/commit/2c4438b87817ab7eed818c7990fef010475af1a3), [`35edc49`](https://github.com/mastra-ai/mastra/commit/35edc49ac0556db609189641d6341e76771b81fc), [`4d59f58`](https://github.com/mastra-ai/mastra/commit/4d59f58de2d90d6e2810a19d4518e38ddddb9038), [`ef11a61`](https://github.com/mastra-ai/mastra/commit/ef11a61920fa0ed08a5b7ceedd192875af119749), [`2b8893c`](https://github.com/mastra-ai/mastra/commit/2b8893cb108ef9acb72ee7835cd625610d2c1a4a), [`8e5c75b`](https://github.com/mastra-ai/mastra/commit/8e5c75bdb1d08a42d45309a4c72def4b6890230f), [`e1bb9c9`](https://github.com/mastra-ai/mastra/commit/e1bb9c94b4eb68b019ae275981be3feb769b5365), [`351a11f`](https://github.com/mastra-ai/mastra/commit/351a11fcaf2ed1008977fa9b9a489fc422e51cd4), [`8a73529`](https://github.com/mastra-ai/mastra/commit/8a73529ca01187f604b1f3019d0a725ac63ae55f), [`e59e0d3`](https://github.com/mastra-ai/mastra/commit/e59e0d32afb5fcf2c9f3c00c8f81f6c21d3a63fa), [`4fba91b`](https://github.com/mastra-ai/mastra/commit/4fba91bec7c95911dc28e369437596b152b04cd0), [`465ac05`](https://github.com/mastra-ai/mastra/commit/465ac0526a91d175542091c675181f1a96c98c46), [`fa8409b`](https://github.com/mastra-ai/mastra/commit/fa8409bc39cfd8ba6643b9db5269b90b22e2a2f7), [`8a000da`](https://github.com/mastra-ai/mastra/commit/8a000da0c09c679a2312f6b3aa05b2ca78ca7393), [`e7266a2`](https://github.com/mastra-ai/mastra/commit/e7266a278db02035c97a5e9cd9d1669a6b7a535d), [`173c535`](https://github.com/mastra-ai/mastra/commit/173c535c0645b0da404fe09f003778f0b0d4e019), [`12b0cc4`](https://github.com/mastra-ai/mastra/commit/12b0cc4077d886b1a552637dedb70a7ade93528c), [`3bf6c5f`](https://github.com/mastra-ai/mastra/commit/3bf6c5f104c25226cd84e0c77f9dec15f2cac2db)]:
  - @mastra/core@1.0.0

## 2.0.0-beta.7

### Major Changes

- Refactor workflow and tool types to remove Zod-specific constraints ([#11814](https://github.com/mastra-ai/mastra/pull/11814))

  Removed Zod-specific type constraints across all workflow implementations and tool types, replacing them with generic types. This ensures type consistency across default, evented, and inngest workflows while preparing for Zod v4 migration.

  **Workflow Changes:**
  - Removed `z.ZodObject<any>` and `z.ZodType<any>` constraints from all workflow generic types
  - Updated method signatures to use `TInput` and `TState` directly instead of `z.infer<TInput>` and `z.infer<TState>`
  - Aligned conditional types across all workflow implementations using `TInput extends unknown` pattern
  - Fixed `TSteps` generic to properly use `TEngineType` instead of `any`

  **Tool Changes:**
  - Removed Zod schema constraints from `ToolExecutionContext` and related interfaces
  - Simplified type parameters from `TSuspendSchema extends ZodLikeSchema` to `TSuspend` and `TResume`
  - Updated tool execution context types to use generic types

  **Type Utilities:**
  - Refactored type helpers to work with generic schemas instead of Zod-specific types
  - Updated type extraction utilities for better compatibility

  This change maintains backward compatibility while improving type consistency and preparing for Zod v4 support across all affected packages.

### Minor Changes

- Add schema-driven metadata extraction with Zod support ([#11833](https://github.com/mastra-ai/mastra/pull/11833))

  Introduces a new `SchemaExtractor` that enables extraction of custom structured metadata from document chunks using user-defined Zod schemas. This allows for domain-specific metadata structures (e.g., product details, legal entities, sentiment analysis) to be reliably extracted via LLM structured output.
  - Extract domain-specific metadata using your own Zod schemas (e.g., product details, legal entities, sentiment)
  - Customize extraction behavior with your own LLM model and instructions
  - Organize extracted data by nesting it under custom metadata keys
  - Existing extractors (title, summary, keywords, questions) remain unchanged and fully compatible

  **Before** (limited to built-in extractors):

  ```typescript
  await document.extractMetadata({
    extract: {
      title: true,
      summary: true,
    },
  });
  ```

  **After** (with custom Zod schema):

  ```typescript
  import { z } from 'zod';

  const productSchema = z.object({
    name: z.string(),
    price: z.number(),
    category: z.string(),
  });

  await document.extractMetadata({
    extract: {
      title: true,
      schema: {
        schema: productSchema,
        instructions: 'Extract product details from the document',
        metadataKey: 'product',
      },
    },
  });
  ```

  With `metadataKey`, extracted data is nested under the key:

  ```typescript
  {
    title: "Product Document",
    summary: "A comprehensive guide",
    product: {
      name: "Wireless Headphones",
      price: 149.99,
      category: "Electronics"
    }
  }
  ```

  Without `metadataKey`, extracted data is returned inline:

  ```typescript
  {
    title: "Product Document",
    summary: "A comprehensive guide",
    name: "Wireless Headphones",
    price: 149.99,
    category: "Electronics"
  }
  ```

  Fixes #11799

- Renamed `keepSeparator` parameter to `separatorPosition` with a cleaner type. ([#11802](https://github.com/mastra-ai/mastra/pull/11802))

  The `keepSeparator` parameter had a confusing `boolean | 'start' | 'end'` type where `true` was secretly an alias for `'start'`. The new `separatorPosition` parameter uses explicit `'start' | 'end'` values, and omitting the parameter discards the separator (previous default behavior).

  **Migration**

  ```typescript
  // Before
  await doc.chunk({
    strategy: 'character',
    separator: '.',
    keepSeparator: true, // or 'start'
  });

  await doc.chunk({
    strategy: 'character',
    separator: '.',
    keepSeparator: 'end',
  });

  await doc.chunk({
    strategy: 'character',
    separator: '.',
    keepSeparator: false, // or omit entirely
  });

  // After
  await doc.chunk({
    strategy: 'character',
    separator: '.',
    separatorPosition: 'start',
  });

  await doc.chunk({
    strategy: 'character',
    separator: '.',
    separatorPosition: 'end',
  });

  await doc.chunk({
    strategy: 'character',
    separator: '.',
    // omit separatorPosition to discard separator
  });
  ```

### Patch Changes

- Updated dependencies [[`ebae12a`](https://github.com/mastra-ai/mastra/commit/ebae12a2dd0212e75478981053b148a2c246962d), [`c61a0a5`](https://github.com/mastra-ai/mastra/commit/c61a0a5de4904c88fd8b3718bc26d1be1c2ec6e7), [`69136e7`](https://github.com/mastra-ai/mastra/commit/69136e748e32f57297728a4e0f9a75988462f1a7), [`449aed2`](https://github.com/mastra-ai/mastra/commit/449aed2ba9d507b75bf93d427646ea94f734dfd1), [`eb648a2`](https://github.com/mastra-ai/mastra/commit/eb648a2cc1728f7678768dd70cd77619b448dab9), [`0131105`](https://github.com/mastra-ai/mastra/commit/0131105532e83bdcbb73352fc7d0879eebf140dc), [`9d5059e`](https://github.com/mastra-ai/mastra/commit/9d5059eae810829935fb08e81a9bb7ecd5b144a7), [`ef756c6`](https://github.com/mastra-ai/mastra/commit/ef756c65f82d16531c43f49a27290a416611e526), [`b00ccd3`](https://github.com/mastra-ai/mastra/commit/b00ccd325ebd5d9e37e34dd0a105caae67eb568f), [`3bdfa75`](https://github.com/mastra-ai/mastra/commit/3bdfa7507a91db66f176ba8221aa28dd546e464a), [`e770de9`](https://github.com/mastra-ai/mastra/commit/e770de941a287a49b1964d44db5a5763d19890a6), [`52e2716`](https://github.com/mastra-ai/mastra/commit/52e2716b42df6eff443de72360ae83e86ec23993), [`27b4040`](https://github.com/mastra-ai/mastra/commit/27b4040bfa1a95d92546f420a02a626b1419a1d6), [`610a70b`](https://github.com/mastra-ai/mastra/commit/610a70bdad282079f0c630e0d7bb284578f20151), [`8dc7f55`](https://github.com/mastra-ai/mastra/commit/8dc7f55900395771da851dc7d78d53ae84fe34ec), [`8379099`](https://github.com/mastra-ai/mastra/commit/8379099fc467af6bef54dd7f80c9bd75bf8bbddf), [`8c0ec25`](https://github.com/mastra-ai/mastra/commit/8c0ec25646c8a7df253ed1e5ff4863a0d3f1316c), [`ff4d9a6`](https://github.com/mastra-ai/mastra/commit/ff4d9a6704fc87b31a380a76ed22736fdedbba5a), [`69821ef`](https://github.com/mastra-ai/mastra/commit/69821ef806482e2c44e2197ac0b050c3fe3a5285), [`1ed5716`](https://github.com/mastra-ai/mastra/commit/1ed5716830867b3774c4a1b43cc0d82935f32b96), [`4186bdd`](https://github.com/mastra-ai/mastra/commit/4186bdd00731305726fa06adba0b076a1d50b49f), [`7aaf973`](https://github.com/mastra-ai/mastra/commit/7aaf973f83fbbe9521f1f9e7a4fd99b8de464617)]:
  - @mastra/core@1.0.0-beta.22

## 2.0.0-beta.6

### Patch Changes

- Remove unnecessary `ai` package peer dependency to enable compatibility with AI SDK v6. The rag package doesn't directly use the ai package, so this peer dependency was unnecessarily constraining version compatibility. ([#11724](https://github.com/mastra-ai/mastra/pull/11724))

- Updated dependencies [[`08766f1`](https://github.com/mastra-ai/mastra/commit/08766f15e13ac0692fde2a8bd366c2e16e4321df), [`ae8baf7`](https://github.com/mastra-ai/mastra/commit/ae8baf7d8adcb0ff9dac11880400452bc49b33ff), [`cfabdd4`](https://github.com/mastra-ai/mastra/commit/cfabdd4aae7a726b706942d6836eeca110fb6267), [`a0e437f`](https://github.com/mastra-ai/mastra/commit/a0e437fac561b28ee719e0302d72b2f9b4c138f0), [`bec5efd`](https://github.com/mastra-ai/mastra/commit/bec5efde96653ccae6604e68c696d1bc6c1a0bf5), [`9eedf7d`](https://github.com/mastra-ai/mastra/commit/9eedf7de1d6e0022a2f4e5e9e6fe1ec468f9b43c)]:
  - @mastra/core@1.0.0-beta.21

## 2.0.0-beta.5

### Minor Changes

- Add dynamic vectorStore resolver support for multi-tenant applications ([#11542](https://github.com/mastra-ai/mastra/pull/11542))

  The vectorStore option in createVectorQueryTool and createGraphRAGTool now accepts a resolver function in addition to static instances. This enables multi-tenant setups where each tenant has isolated data in separate PostgreSQL schemas.

  Also improves providerOptions type safety by using MastraEmbeddingOptions types instead of a generic Record type.

### Patch Changes

- dependencies updates: ([#10133](https://github.com/mastra-ai/mastra/pull/10133))
  - Updated dependency [`js-tiktoken@^1.0.21` ↗︎](https://www.npmjs.com/package/js-tiktoken/v/1.0.21) (from `^1.0.20`, in `dependencies`)

- Add embedded documentation support for Mastra packages ([#11472](https://github.com/mastra-ai/mastra/pull/11472))

  Mastra packages now include embedded documentation in the published npm package under `dist/docs/`. This enables coding agents and AI assistants to understand and use the framework by reading documentation directly from `node_modules`.

  Each package includes:
  - **SKILL.md** - Entry point explaining the package's purpose and capabilities
  - **SOURCE_MAP.json** - Machine-readable index mapping exports to types and implementation files
  - **Topic folders** - Conceptual documentation organized by feature area

  Documentation is driven by the `packages` frontmatter field in MDX files, which maps docs to their corresponding packages. CI validation ensures all docs include this field.

- Updated dependencies [[`d2d3e22`](https://github.com/mastra-ai/mastra/commit/d2d3e22a419ee243f8812a84e3453dd44365ecb0), [`bc72b52`](https://github.com/mastra-ai/mastra/commit/bc72b529ee4478fe89ecd85a8be47ce0127b82a0), [`05b8bee`](https://github.com/mastra-ai/mastra/commit/05b8bee9e50e6c2a4a2bf210eca25ee212ca24fa), [`c042bd0`](https://github.com/mastra-ai/mastra/commit/c042bd0b743e0e86199d0cb83344ca7690e34a9c), [`940a2b2`](https://github.com/mastra-ai/mastra/commit/940a2b27480626ed7e74f55806dcd2181c1dd0c2), [`e0941c3`](https://github.com/mastra-ai/mastra/commit/e0941c3d7fc75695d5d258e7008fd5d6e650800c), [`0c0580a`](https://github.com/mastra-ai/mastra/commit/0c0580a42f697cd2a7d5973f25bfe7da9055038a), [`28f5f89`](https://github.com/mastra-ai/mastra/commit/28f5f89705f2409921e3c45178796c0e0d0bbb64), [`e601b27`](https://github.com/mastra-ai/mastra/commit/e601b272c70f3a5ecca610373aa6223012704892), [`3d3366f`](https://github.com/mastra-ai/mastra/commit/3d3366f31683e7137d126a3a57174a222c5801fb), [`5a4953f`](https://github.com/mastra-ai/mastra/commit/5a4953f7d25bb15ca31ed16038092a39cb3f98b3), [`eb9e522`](https://github.com/mastra-ai/mastra/commit/eb9e522ce3070a405e5b949b7bf5609ca51d7fe2), [`20e6f19`](https://github.com/mastra-ai/mastra/commit/20e6f1971d51d3ff6dd7accad8aaaae826d540ed), [`4f0b3c6`](https://github.com/mastra-ai/mastra/commit/4f0b3c66f196c06448487f680ccbb614d281e2f7), [`74c4f22`](https://github.com/mastra-ai/mastra/commit/74c4f22ed4c71e72598eacc346ba95cdbc00294f), [`81b6a8f`](https://github.com/mastra-ai/mastra/commit/81b6a8ff79f49a7549d15d66624ac1a0b8f5f971), [`e4d366a`](https://github.com/mastra-ai/mastra/commit/e4d366aeb500371dd4210d6aa8361a4c21d87034), [`a4f010b`](https://github.com/mastra-ai/mastra/commit/a4f010b22e4355a5fdee70a1fe0f6e4a692cc29e), [`73b0bb3`](https://github.com/mastra-ai/mastra/commit/73b0bb394dba7c9482eb467a97ab283dbc0ef4db), [`5627a8c`](https://github.com/mastra-ai/mastra/commit/5627a8c6dc11fe3711b3fa7a6ffd6eb34100a306), [`3ff45d1`](https://github.com/mastra-ai/mastra/commit/3ff45d10e0c80c5335a957ab563da72feb623520), [`251df45`](https://github.com/mastra-ai/mastra/commit/251df4531407dfa46d805feb40ff3fb49769f455), [`f894d14`](https://github.com/mastra-ai/mastra/commit/f894d148946629af7b1f452d65a9cf864cec3765), [`c2b9547`](https://github.com/mastra-ai/mastra/commit/c2b9547bf435f56339f23625a743b2147ab1c7a6), [`580b592`](https://github.com/mastra-ai/mastra/commit/580b5927afc82fe460dfdf9a38a902511b6b7e7f), [`58e3931`](https://github.com/mastra-ai/mastra/commit/58e3931af9baa5921688566210f00fb0c10479fa), [`08bb631`](https://github.com/mastra-ai/mastra/commit/08bb631ae2b14684b2678e3549d0b399a6f0561e), [`4fba91b`](https://github.com/mastra-ai/mastra/commit/4fba91bec7c95911dc28e369437596b152b04cd0), [`12b0cc4`](https://github.com/mastra-ai/mastra/commit/12b0cc4077d886b1a552637dedb70a7ade93528c)]:
  - @mastra/core@1.0.0-beta.20

## 2.0.0-beta.4

### Patch Changes

- Add support for AI SDK v6 (LanguageModelV3) ([#11191](https://github.com/mastra-ai/mastra/pull/11191))

  Agents can now use `LanguageModelV3` models from AI SDK v6 beta providers like `@ai-sdk/openai@^3.0.0-beta`.

  **New features:**
  - Usage normalization: V3's nested usage format is normalized to Mastra's flat format with `reasoningTokens`, `cachedInputTokens`, and raw data preserved in a `raw` field

  **Backward compatible:** All existing V1 and V2 models continue to work unchanged.

- Updated dependencies [[`4f94ed8`](https://github.com/mastra-ai/mastra/commit/4f94ed8177abfde3ec536e3574883e075423350c), [`ac3cc23`](https://github.com/mastra-ai/mastra/commit/ac3cc2397d1966bc0fc2736a223abc449d3c7719), [`a86f4df`](https://github.com/mastra-ai/mastra/commit/a86f4df0407311e0d2ea49b9a541f0938810d6a9), [`029540c`](https://github.com/mastra-ai/mastra/commit/029540ca1e582fc2dd8d288ecd4a9b0f31a954ef), [`66741d1`](https://github.com/mastra-ai/mastra/commit/66741d1a99c4f42cf23a16109939e8348ac6852e), [`01b20fe`](https://github.com/mastra-ai/mastra/commit/01b20fefb7c67c2b7d79417598ef4e60256d1225), [`0dbf199`](https://github.com/mastra-ai/mastra/commit/0dbf199110f22192ce5c95b1c8148d4872b4d119), [`a7ce182`](https://github.com/mastra-ai/mastra/commit/a7ce1822a8785ce45d62dd5c911af465e144f7d7)]:
  - @mastra/core@1.0.0-beta.14

## 2.0.0-beta.3

### Patch Changes

- Add maxSize support for HTML chunking strategies ([#10654](https://github.com/mastra-ai/mastra/pull/10654))

  Added support for the `maxSize` option in HTML chunking strategies (`headers` and `sections`), allowing users to control the maximum chunk size when chunking HTML documents. Previously, HTML chunks could be excessively large when sections contained substantial content.

  **Changes:**
  - Added `maxSize` support to `headers` strategy - applies `RecursiveCharacterTransformer` after header-based splitting
  - Added `maxSize` support to `sections` strategy - applies `RecursiveCharacterTransformer` after section-based splitting
  - Fixed `splitHtmlByHeaders` content extraction bug - changed from broken `nextElementSibling` to working `parentNode.childNodes` approach
  - Added comprehensive test coverage including integration test with real arXiv paper

  **Usage:**

  ```typescript
  import { MDocument } from '@mastra/rag';

  const doc = MDocument.fromHTML(htmlContent);

  const chunks = await doc.chunk({
    strategy: 'html',
    headers: [
      ['h1', 'Header 1'],
      ['h2', 'Header 2'],
      ['h3', 'Header 3'],
    ],
    maxSize: 512, // Control chunk size
    overlap: 50, // Optional overlap for context
  });
  ```

  **Results from real arXiv paper test:**
  - Without maxSize: 22 chunks, max 45,531 chars (too big!)
  - With maxSize=512: 499 chunks, max 512 chars (properly sized)

  Fixes #7942

- Updated dependencies [[`ac0d2f4`](https://github.com/mastra-ai/mastra/commit/ac0d2f4ff8831f72c1c66c2be809706d17f65789), [`1a0d3fc`](https://github.com/mastra-ai/mastra/commit/1a0d3fc811482c9c376cdf79ee615c23bae9b2d6), [`85a628b`](https://github.com/mastra-ai/mastra/commit/85a628b1224a8f64cd82ea7f033774bf22df7a7e), [`c237233`](https://github.com/mastra-ai/mastra/commit/c23723399ccedf7f5744b3f40997b79246bfbe64), [`15f9e21`](https://github.com/mastra-ai/mastra/commit/15f9e216177201ea6e3f6d0bfb063fcc0953444f), [`ff94dea`](https://github.com/mastra-ai/mastra/commit/ff94dea935f4e34545c63bcb6c29804732698809), [`5b2ff46`](https://github.com/mastra-ai/mastra/commit/5b2ff4651df70c146523a7fca773f8eb0a2272f8), [`db41688`](https://github.com/mastra-ai/mastra/commit/db4168806d007417e2e60b4f68656dca4e5f40c9), [`5ca599d`](https://github.com/mastra-ai/mastra/commit/5ca599d0bb59a1595f19f58473fcd67cc71cef58), [`bff1145`](https://github.com/mastra-ai/mastra/commit/bff114556b3cbadad9b2768488708f8ad0e91475), [`5c8ca24`](https://github.com/mastra-ai/mastra/commit/5c8ca247094e0cc2cdbd7137822fb47241f86e77), [`e191844`](https://github.com/mastra-ai/mastra/commit/e1918444ca3f80e82feef1dad506cd4ec6e2875f), [`22553f1`](https://github.com/mastra-ai/mastra/commit/22553f11c63ee5e966a9c034a349822249584691), [`7237163`](https://github.com/mastra-ai/mastra/commit/72371635dbf96a87df4b073cc48fc655afbdce3d), [`2500740`](https://github.com/mastra-ai/mastra/commit/2500740ea23da067d6e50ec71c625ab3ce275e64), [`873ecbb`](https://github.com/mastra-ai/mastra/commit/873ecbb517586aa17d2f1e99283755b3ebb2863f), [`4f9bbe5`](https://github.com/mastra-ai/mastra/commit/4f9bbe5968f42c86f4930b8193de3c3c17e5bd36), [`02e51fe`](https://github.com/mastra-ai/mastra/commit/02e51feddb3d4155cfbcc42624fd0d0970d032c0), [`8f3fa3a`](https://github.com/mastra-ai/mastra/commit/8f3fa3a652bb77da092f913ec51ae46e3a7e27dc), [`cd29ad2`](https://github.com/mastra-ai/mastra/commit/cd29ad23a255534e8191f249593849ed29160886), [`bdf4d8c`](https://github.com/mastra-ai/mastra/commit/bdf4d8cdc656d8a2c21d81834bfa3bfa70f56c16), [`854e3da`](https://github.com/mastra-ai/mastra/commit/854e3dad5daac17a91a20986399d3a51f54bf68b), [`ce18d38`](https://github.com/mastra-ai/mastra/commit/ce18d38678c65870350d123955014a8432075fd9), [`cccf9c8`](https://github.com/mastra-ai/mastra/commit/cccf9c8b2d2dfc1a5e63919395b83d78c89682a0), [`61a5705`](https://github.com/mastra-ai/mastra/commit/61a570551278b6743e64243b3ce7d73de915ca8a), [`db70a48`](https://github.com/mastra-ai/mastra/commit/db70a48aeeeeb8e5f92007e8ede52c364ce15287), [`f0fdc14`](https://github.com/mastra-ai/mastra/commit/f0fdc14ee233d619266b3d2bbdeea7d25cfc6d13), [`db18bc9`](https://github.com/mastra-ai/mastra/commit/db18bc9c3825e2c1a0ad9a183cc9935f6691bfa1), [`9b37b56`](https://github.com/mastra-ai/mastra/commit/9b37b565e1f2a76c24f728945cc740c2b09be9da), [`41a23c3`](https://github.com/mastra-ai/mastra/commit/41a23c32f9877d71810f37e24930515df2ff7a0f), [`5d171ad`](https://github.com/mastra-ai/mastra/commit/5d171ad9ef340387276b77c2bb3e83e83332d729), [`f03ae60`](https://github.com/mastra-ai/mastra/commit/f03ae60500fe350c9d828621006cdafe1975fdd8), [`d1e74a0`](https://github.com/mastra-ai/mastra/commit/d1e74a0a293866dece31022047f5dbab65a304d0), [`39e7869`](https://github.com/mastra-ai/mastra/commit/39e7869bc7d0ee391077ce291474d8a84eedccff), [`5761926`](https://github.com/mastra-ai/mastra/commit/57619260c4a2cdd598763abbacd90de594c6bc76), [`c900fdd`](https://github.com/mastra-ai/mastra/commit/c900fdd504c41348efdffb205cfe80d48c38fa33), [`604a79f`](https://github.com/mastra-ai/mastra/commit/604a79fecf276e26a54a3fe01bb94e65315d2e0e), [`887f0b4`](https://github.com/mastra-ai/mastra/commit/887f0b4746cdbd7cb7d6b17ac9f82aeb58037ea5), [`2562143`](https://github.com/mastra-ai/mastra/commit/256214336b4faa78646c9c1776612393790d8784), [`ef11a61`](https://github.com/mastra-ai/mastra/commit/ef11a61920fa0ed08a5b7ceedd192875af119749)]:
  - @mastra/core@1.0.0-beta.6

## 2.0.0-beta.2

### Patch Changes

- Add table support to markdown transformer ([#10487](https://github.com/mastra-ai/mastra/pull/10487))

  Added support for markdown tables in the `MarkdownHeaderTransformer` to prevent tables from being split in the middle during document chunking. Tables are now treated as semantic units similar to code blocks.

  **Changes:**
  - Updated `MarkdownHeaderTransformer` to detect and preserve markdown tables during chunking
  - Tables are identified by lines containing pipe characters (`|`)
  - Tables are kept together as a single block, preventing splits that would break table structure
  - Added comprehensive test coverage for table handling in various scenarios
  - Works with both simple and complex tables, including multi-row tables and tables with different formatting

  **Usage:**

  ```typescript
  import { MDocument } from '@mastra/rag';

  const doc = MDocument.fromMarkdown(`
  # Data Report
  
  ## Results
  
  | Name | Score | Status |
  |------|-------|--------|
  | Alice | 95   | Pass   |
  | Bob   | 87   | Pass   |
  | Carol | 78   | Pass   |
  
  ## Summary
  
  The results show...
  `);

  const chunks = await doc.chunk({
    strategy: 'markdown',
    headers: [
      ['#', 'title'],
      ['##', 'section'],
    ],
  });

  // Tables will now be preserved intact within chunks
  ```

- Fix invalid filter handling in vector queries and graph-rag searches. Invalid filter inputs now throw explicit errors instead of silently falling back to empty filters, preventing unintended unfiltered results. ([#10375](https://github.com/mastra-ai/mastra/pull/10375))

- Updated dependencies [[`21a15de`](https://github.com/mastra-ai/mastra/commit/21a15de369fe82aac26bb642ed7be73505475e8b), [`feb7ee4`](https://github.com/mastra-ai/mastra/commit/feb7ee4d09a75edb46c6669a3beaceec78811747), [`b0e2ea5`](https://github.com/mastra-ai/mastra/commit/b0e2ea5b52c40fae438b9e2f7baee6f0f89c5442), [`c456e01`](https://github.com/mastra-ai/mastra/commit/c456e0149e3c176afcefdbd9bb1d2c5917723725), [`ab035c2`](https://github.com/mastra-ai/mastra/commit/ab035c2ef6d8cc7bb25f06f1a38508bd9e6f126b), [`1a46a56`](https://github.com/mastra-ai/mastra/commit/1a46a566f45a3fcbadc1cf36bf86d351f264bfa3), [`3cf540b`](https://github.com/mastra-ai/mastra/commit/3cf540b9fbfea8f4fc8d3a2319a4e6c0b0cbfd52), [`1c6ce51`](https://github.com/mastra-ai/mastra/commit/1c6ce51f875915ab57fd36873623013699a2a65d), [`898a972`](https://github.com/mastra-ai/mastra/commit/898a9727d286c2510d6b702dfd367e6aaf5c6b0f), [`a97003a`](https://github.com/mastra-ai/mastra/commit/a97003aa1cf2f4022a41912324a1e77263b326b8), [`ccc141e`](https://github.com/mastra-ai/mastra/commit/ccc141ed27da0abc3a3fc28e9e5128152e8e37f4), [`fe3b897`](https://github.com/mastra-ai/mastra/commit/fe3b897c2ccbcd2b10e81b099438c7337feddf89), [`00123ba`](https://github.com/mastra-ai/mastra/commit/00123ba96dc9e5cd0b110420ebdba56d8f237b25), [`29c4309`](https://github.com/mastra-ai/mastra/commit/29c4309f818b24304c041bcb4a8f19b5f13f6b62), [`16785ce`](https://github.com/mastra-ai/mastra/commit/16785ced928f6f22638f4488cf8a125d99211799), [`de8239b`](https://github.com/mastra-ai/mastra/commit/de8239bdcb1d8c0cfa06da21f1569912a66bbc8a), [`b5e6cd7`](https://github.com/mastra-ai/mastra/commit/b5e6cd77fc8c8e64e0494c1d06cee3d84e795d1e), [`3759cb0`](https://github.com/mastra-ai/mastra/commit/3759cb064935b5f74c65ac2f52a1145f7352899d), [`651e772`](https://github.com/mastra-ai/mastra/commit/651e772eb1475fb13e126d3fcc01751297a88214), [`b61b93f`](https://github.com/mastra-ai/mastra/commit/b61b93f9e058b11dd2eec169853175d31dbdd567), [`bae33d9`](https://github.com/mastra-ai/mastra/commit/bae33d91a63fbb64d1e80519e1fc1acaed1e9013), [`c0b731f`](https://github.com/mastra-ai/mastra/commit/c0b731fb27d712dc8582e846df5c0332a6a0c5ba), [`43ca8f2`](https://github.com/mastra-ai/mastra/commit/43ca8f2c7334851cc7b4d3d2f037d8784bfbdd5f), [`2ca67cc`](https://github.com/mastra-ai/mastra/commit/2ca67cc3bb1f6a617353fdcab197d9efebe60d6f), [`9e67002`](https://github.com/mastra-ai/mastra/commit/9e67002b52c9be19936c420a489dbee9c5fd6a78), [`35edc49`](https://github.com/mastra-ai/mastra/commit/35edc49ac0556db609189641d6341e76771b81fc)]:
  - @mastra/core@1.0.0-beta.5

## 2.0.0-beta.1

### Patch Changes

- dependencies updates: ([#9842](https://github.com/mastra-ai/mastra/pull/9842))
  - Updated dependency [`@paralleldrive/cuid2@^2.3.1` ↗︎](https://www.npmjs.com/package/@paralleldrive/cuid2/v/2.3.1) (from `^2.2.2`, in `dependencies`)
- Updated dependencies [[`2319326`](https://github.com/mastra-ai/mastra/commit/2319326f8c64e503a09bbcf14be2dd65405445e0), [`d629361`](https://github.com/mastra-ai/mastra/commit/d629361a60f6565b5bfb11976fdaf7308af858e2), [`08c31c1`](https://github.com/mastra-ai/mastra/commit/08c31c188ebccd598acaf55e888b6397d01f7eae), [`fd3d338`](https://github.com/mastra-ai/mastra/commit/fd3d338a2c362174ed5b383f1f011ad9fb0302aa), [`c30400a`](https://github.com/mastra-ai/mastra/commit/c30400a49b994b1b97256fe785eb6c906fc2b232), [`69e0a87`](https://github.com/mastra-ai/mastra/commit/69e0a878896a2da9494945d86e056a5f8f05b851), [`01f8878`](https://github.com/mastra-ai/mastra/commit/01f88783de25e4de048c1c8aace43e26373c6ea5), [`4c77209`](https://github.com/mastra-ai/mastra/commit/4c77209e6c11678808b365d545845918c40045c8), [`d827d08`](https://github.com/mastra-ai/mastra/commit/d827d0808ffe1f3553a84e975806cc989b9735dd), [`23c10a1`](https://github.com/mastra-ai/mastra/commit/23c10a1efdd9a693c405511ab2dc8a1236603162), [`676ccc7`](https://github.com/mastra-ai/mastra/commit/676ccc7fe92468d2d45d39c31a87825c89fd1ea0), [`c10398d`](https://github.com/mastra-ai/mastra/commit/c10398d5b88f1d4af556f4267ff06f1d11e89179), [`00c2387`](https://github.com/mastra-ai/mastra/commit/00c2387f5f04a365316f851e58666ac43f8c4edf), [`ad6250d`](https://github.com/mastra-ai/mastra/commit/ad6250dbdaad927e29f74a27b83f6c468b50a705), [`3a73998`](https://github.com/mastra-ai/mastra/commit/3a73998fa4ebeb7f3dc9301afe78095fc63e7999), [`e16d553`](https://github.com/mastra-ai/mastra/commit/e16d55338403c7553531cc568125c63d53653dff), [`4d59f58`](https://github.com/mastra-ai/mastra/commit/4d59f58de2d90d6e2810a19d4518e38ddddb9038), [`e1bb9c9`](https://github.com/mastra-ai/mastra/commit/e1bb9c94b4eb68b019ae275981be3feb769b5365), [`351a11f`](https://github.com/mastra-ai/mastra/commit/351a11fcaf2ed1008977fa9b9a489fc422e51cd4)]:
  - @mastra/core@1.0.0-beta.3

## 2.0.0-beta.0

### Major Changes

- Bump minimum required Node.js version to 22.13.0 ([#9706](https://github.com/mastra-ai/mastra/pull/9706))

- Rename RuntimeContext to RequestContext ([#9511](https://github.com/mastra-ai/mastra/pull/9511))

- Remove deprecated vector prompts and cohere provider from code ([#9596](https://github.com/mastra-ai/mastra/pull/9596))

- Mark as stable ([`83d5942`](https://github.com/mastra-ai/mastra/commit/83d5942669ce7bba4a6ca4fd4da697a10eb5ebdc))

### Minor Changes

- Update peer dependencies to match core package version bump (1.0.0) ([#9596](https://github.com/mastra-ai/mastra/pull/9596))

- Update peer dependencies to match core package version bump (1.0.0) ([#9587](https://github.com/mastra-ai/mastra/pull/9587))

### Patch Changes

- Update peer dependencies to match core package version bump (1.0.0) ([#9237](https://github.com/mastra-ai/mastra/pull/9237))

- Update tool execution signature ([#9587](https://github.com/mastra-ai/mastra/pull/9587))

  Consolidated the 3 different execution contexts to one

  ```typescript
  // before depending on the context the tool was executed in
  tool.execute({ context: data });
  tool.execute({ context: { inputData: data } });
  tool.execute(data);

  // now, for all contexts
  tool.execute(data, context);
  ```

  **Before:**

  ```typescript
  inputSchema: z.object({ something: z.string() }),
  execute: async ({ context, tracingContext, runId, ... }) => {
    return doSomething(context.string);
  }
  ```

  **After:**

  ```typescript
  inputSchema: z.object({ something: z.string() }),
  execute: async (inputData, context) => {
    const { agent, mcp, workflow, ...sharedContext } = context

    // context that only an agent would get like toolCallId, messages, suspend, resume, etc
    if (agent) {
      doSomething(inputData.something, agent)
    // context that only a workflow would get like runId, state, suspend, resume, etc
    } else if (workflow) {
      doSomething(inputData.something, workflow)
    // context that only a workflow would get like "extra", "elicitation"
    } else if (mcp) {
      doSomething(inputData.something, mcp)
    } else {
      // Running a tool in no execution context
      return doSomething(inputData.something);
    }
  }
  ```

- Remove format references from rag package ([#9646](https://github.com/mastra-ai/mastra/pull/9646))

- Updated dependencies [[`39c9743`](https://github.com/mastra-ai/mastra/commit/39c97432d084294f8ba85fbf3ef28098ff21459e), [`f743dbb`](https://github.com/mastra-ai/mastra/commit/f743dbb8b40d1627b5c10c0e6fc154f4ebb6e394), [`fec5129`](https://github.com/mastra-ai/mastra/commit/fec5129de7fc64423ea03661a56cef31dc747a0d), [`0491e7c`](https://github.com/mastra-ai/mastra/commit/0491e7c9b714cb0ba22187ee062147ec2dd7c712), [`f6f4903`](https://github.com/mastra-ai/mastra/commit/f6f4903397314f73362061dc5a3e8e7c61ea34aa), [`0e8ed46`](https://github.com/mastra-ai/mastra/commit/0e8ed467c54d6901a6a365f270ec15d6faadb36c), [`6c049d9`](https://github.com/mastra-ai/mastra/commit/6c049d94063fdcbd5b81c4912a2bf82a92c9cc0b), [`2f897df`](https://github.com/mastra-ai/mastra/commit/2f897df208508f46f51b7625e5dd20c37f93e0e3), [`3443770`](https://github.com/mastra-ai/mastra/commit/3443770662df8eb24c9df3589b2792d78cfcb811), [`f0a07e0`](https://github.com/mastra-ai/mastra/commit/f0a07e0111b3307c5fabfa4094c5c2cfb734fbe6), [`aaa40e7`](https://github.com/mastra-ai/mastra/commit/aaa40e788628b319baa8e889407d11ad626547fa), [`1521d71`](https://github.com/mastra-ai/mastra/commit/1521d716e5daedc74690c983fbd961123c56756b), [`9e1911d`](https://github.com/mastra-ai/mastra/commit/9e1911db2b4db85e0e768c3f15e0d61e319869f6), [`ebac155`](https://github.com/mastra-ai/mastra/commit/ebac15564a590117db7078233f927a7e28a85106), [`dd1c38d`](https://github.com/mastra-ai/mastra/commit/dd1c38d1b75f1b695c27b40d8d9d6ed00d5e0f6f), [`5948e6a`](https://github.com/mastra-ai/mastra/commit/5948e6a5146c83666ba3f294b2be576c82a513fb), [`8940859`](https://github.com/mastra-ai/mastra/commit/89408593658199b4ad67f7b65e888f344e64a442), [`e629310`](https://github.com/mastra-ai/mastra/commit/e629310f1a73fa236d49ec7a1d1cceb6229dc7cc), [`4c6b492`](https://github.com/mastra-ai/mastra/commit/4c6b492c4dd591c6a592520c1f6855d6e936d71f), [`dff01d8`](https://github.com/mastra-ai/mastra/commit/dff01d81ce1f4e4087cfac20fa868e6db138dd14), [`9d819d5`](https://github.com/mastra-ai/mastra/commit/9d819d54b61481639f4008e4694791bddf187edd), [`71c8d6c`](https://github.com/mastra-ai/mastra/commit/71c8d6c161253207b2b9588bdadb7eed604f7253), [`6179a9b`](https://github.com/mastra-ai/mastra/commit/6179a9ba36ffac326de3cc3c43cdc8028d37c251), [`00f4921`](https://github.com/mastra-ai/mastra/commit/00f4921dd2c91a1e5446799599ef7116a8214a1a), [`ca8041c`](https://github.com/mastra-ai/mastra/commit/ca8041cce0379fda22ed293a565bcb5b6ddca68a), [`7051bf3`](https://github.com/mastra-ai/mastra/commit/7051bf38b3b122a069008f861f7bfc004a6d9f6e), [`a8f1494`](https://github.com/mastra-ai/mastra/commit/a8f1494f4bbdc2770bcf327d4c7d869e332183f1), [`0793497`](https://github.com/mastra-ai/mastra/commit/079349753620c40246ffd673e3f9d7d9820beff3), [`5df9cce`](https://github.com/mastra-ai/mastra/commit/5df9cce1a753438413f64c11eeef8f845745c2a8), [`a854ede`](https://github.com/mastra-ai/mastra/commit/a854ede62bf5ac0945a624ac48913dd69c73aabf), [`c576fc0`](https://github.com/mastra-ai/mastra/commit/c576fc0b100b2085afded91a37c97a0ea0ec09c7), [`3defc80`](https://github.com/mastra-ai/mastra/commit/3defc80cf2b88a1b7fc1cc4ddcb91e982a614609), [`16153fe`](https://github.com/mastra-ai/mastra/commit/16153fe7eb13c99401f48e6ca32707c965ee28b9), [`9f4a683`](https://github.com/mastra-ai/mastra/commit/9f4a6833e88b52574665c028fd5508ad5c2f6004), [`bc94344`](https://github.com/mastra-ai/mastra/commit/bc943444a1342d8a662151b7bce1df7dae32f59c), [`57d157f`](https://github.com/mastra-ai/mastra/commit/57d157f0b163a95c3e6c9eae31bdb11d1bfc64f9), [`903f67d`](https://github.com/mastra-ai/mastra/commit/903f67d184504a273893818c02b961f5423a79ad), [`2a90c55`](https://github.com/mastra-ai/mastra/commit/2a90c55a86a9210697d5adaab5ee94584b079adc), [`eb09742`](https://github.com/mastra-ai/mastra/commit/eb09742197f66c4c38154c3beec78313e69760b2), [`96d35f6`](https://github.com/mastra-ai/mastra/commit/96d35f61376bc2b1bf148648a2c1985bd51bef55), [`5cbe88a`](https://github.com/mastra-ai/mastra/commit/5cbe88aefbd9f933bca669fd371ea36bf939ac6d), [`a1bd7b8`](https://github.com/mastra-ai/mastra/commit/a1bd7b8571db16b94eb01588f451a74758c96d65), [`d78b38d`](https://github.com/mastra-ai/mastra/commit/d78b38d898fce285260d3bbb4befade54331617f), [`0633100`](https://github.com/mastra-ai/mastra/commit/0633100a911ad22f5256471bdf753da21c104742), [`c710c16`](https://github.com/mastra-ai/mastra/commit/c710c1652dccfdc4111c8412bca7a6bb1d48b441), [`354ad0b`](https://github.com/mastra-ai/mastra/commit/354ad0b7b1b8183ac567f236a884fc7ede6d7138), [`cfae733`](https://github.com/mastra-ai/mastra/commit/cfae73394f4920635e6c919c8e95ff9a0788e2e5), [`e3dfda7`](https://github.com/mastra-ai/mastra/commit/e3dfda7b11bf3b8c4bb55637028befb5f387fc74), [`844ea5d`](https://github.com/mastra-ai/mastra/commit/844ea5dc0c248961e7bf73629ae7dcff503e853c), [`398fde3`](https://github.com/mastra-ai/mastra/commit/398fde3f39e707cda79372cdae8f9870e3b57c8d), [`f0f8f12`](https://github.com/mastra-ai/mastra/commit/f0f8f125c308f2d0fd36942ef652fd852df7522f), [`0d7618b`](https://github.com/mastra-ai/mastra/commit/0d7618bc650bf2800934b243eca5648f4aeed9c2), [`7b763e5`](https://github.com/mastra-ai/mastra/commit/7b763e52fc3eaf699c2a99f2adf418dd46e4e9a5), [`d36cfbb`](https://github.com/mastra-ai/mastra/commit/d36cfbbb6565ba5f827883cc9bb648eb14befdc1), [`3697853`](https://github.com/mastra-ai/mastra/commit/3697853deeb72017d90e0f38a93c1e29221aeca0), [`b2e45ec`](https://github.com/mastra-ai/mastra/commit/b2e45eca727a8db01a81ba93f1a5219c7183c839), [`d6d49f7`](https://github.com/mastra-ai/mastra/commit/d6d49f7b8714fa19a52ff9c7cf7fb7e73751901e), [`a534e95`](https://github.com/mastra-ai/mastra/commit/a534e9591f83b3cc1ebff99c67edf4cda7bf81d3), [`9d0e7fe`](https://github.com/mastra-ai/mastra/commit/9d0e7feca8ed98de959f53476ee1456073673348), [`53d927c`](https://github.com/mastra-ai/mastra/commit/53d927cc6f03bff33655b7e2b788da445a08731d), [`3f2faf2`](https://github.com/mastra-ai/mastra/commit/3f2faf2e2d685d6c053cc5af1bf9fedf267b2ce5), [`22f64bc`](https://github.com/mastra-ai/mastra/commit/22f64bc1d37149480b58bf2fefe35b79a1e3e7d5), [`83d5942`](https://github.com/mastra-ai/mastra/commit/83d5942669ce7bba4a6ca4fd4da697a10eb5ebdc), [`b7959e6`](https://github.com/mastra-ai/mastra/commit/b7959e6e25a46b480f9ea2217c4c6c588c423791), [`bda6370`](https://github.com/mastra-ai/mastra/commit/bda637009360649aaf579919e7873e33553c273e), [`d7acd8e`](https://github.com/mastra-ai/mastra/commit/d7acd8e987b5d7eff4fd98b0906c17c06a2e83d5), [`c7f1f7d`](https://github.com/mastra-ai/mastra/commit/c7f1f7d24f61f247f018cc2d1f33bf63212959a7), [`0bddc6d`](https://github.com/mastra-ai/mastra/commit/0bddc6d8dbd6f6008c0cba2e4960a2da75a55af1), [`735d8c1`](https://github.com/mastra-ai/mastra/commit/735d8c1c0d19fbc09e6f8b66cf41bc7655993838), [`acf322e`](https://github.com/mastra-ai/mastra/commit/acf322e0f1fd0189684cf529d91c694bea918a45), [`c942802`](https://github.com/mastra-ai/mastra/commit/c942802a477a925b01859a7b8688d4355715caaa), [`a0c8c1b`](https://github.com/mastra-ai/mastra/commit/a0c8c1b87d4fee252aebda73e8637fbe01d761c9), [`cc34739`](https://github.com/mastra-ai/mastra/commit/cc34739c34b6266a91bea561119240a7acf47887), [`c218bd3`](https://github.com/mastra-ai/mastra/commit/c218bd3759e32423735b04843a09404572631014), [`2c4438b`](https://github.com/mastra-ai/mastra/commit/2c4438b87817ab7eed818c7990fef010475af1a3), [`2b8893c`](https://github.com/mastra-ai/mastra/commit/2b8893cb108ef9acb72ee7835cd625610d2c1a4a), [`8e5c75b`](https://github.com/mastra-ai/mastra/commit/8e5c75bdb1d08a42d45309a4c72def4b6890230f), [`e59e0d3`](https://github.com/mastra-ai/mastra/commit/e59e0d32afb5fcf2c9f3c00c8f81f6c21d3a63fa), [`fa8409b`](https://github.com/mastra-ai/mastra/commit/fa8409bc39cfd8ba6643b9db5269b90b22e2a2f7), [`173c535`](https://github.com/mastra-ai/mastra/commit/173c535c0645b0da404fe09f003778f0b0d4e019)]:
  - @mastra/core@1.0.0-beta.0

## 1.3.2

### Patch Changes

- Update peerdeps to 0.23.0-0 ([#9043](https://github.com/mastra-ai/mastra/pull/9043))

- Updated dependencies [[`c67ca32`](https://github.com/mastra-ai/mastra/commit/c67ca32e3c2cf69bfc146580770c720220ca44ac), [`efb5ed9`](https://github.com/mastra-ai/mastra/commit/efb5ed946ae7f410bc68c9430beb4b010afd25ec), [`dbc9e12`](https://github.com/mastra-ai/mastra/commit/dbc9e1216ba575ba59ead4afb727a01215f7de4f), [`99e41b9`](https://github.com/mastra-ai/mastra/commit/99e41b94957cdd25137d3ac12e94e8b21aa01b68), [`c28833c`](https://github.com/mastra-ai/mastra/commit/c28833c5b6d8e10eeffd7f7d39129d53b8bca240), [`8ea07b4`](https://github.com/mastra-ai/mastra/commit/8ea07b4bdc73e4218437dbb6dcb0f4b23e745a44), [`ba201b8`](https://github.com/mastra-ai/mastra/commit/ba201b8f8feac4c72350f2dbd52c13c7297ba7b0), [`f053e89`](https://github.com/mastra-ai/mastra/commit/f053e89160dbd0bd3333fc3492f68231b5c7c349), [`4fc4136`](https://github.com/mastra-ai/mastra/commit/4fc413652866a8d2240694fddb2562e9edbb70df), [`b78e04d`](https://github.com/mastra-ai/mastra/commit/b78e04d935a16ecb1e59c5c96e564903527edddd), [`d10baf5`](https://github.com/mastra-ai/mastra/commit/d10baf5a3c924f2a6654e23a3e318ed03f189b76), [`038c55a`](https://github.com/mastra-ai/mastra/commit/038c55a7090fc1b1513a966386d3072617f836ac), [`182f045`](https://github.com/mastra-ai/mastra/commit/182f0458f25bd70aa774e64fd923c8a483eddbf1), [`9a1a485`](https://github.com/mastra-ai/mastra/commit/9a1a4859b855e37239f652bf14b1ecd1029b8c4e), [`9257233`](https://github.com/mastra-ai/mastra/commit/9257233c4ffce09b2bedc2a9adbd70d7a83fa8e2), [`7620d2b`](https://github.com/mastra-ai/mastra/commit/7620d2bddeb4fae4c3c0a0b4e672969795fca11a), [`b2365f0`](https://github.com/mastra-ai/mastra/commit/b2365f038dd4c5f06400428b224af963f399ad50), [`0f1a4c9`](https://github.com/mastra-ai/mastra/commit/0f1a4c984fb4b104b2f0b63ba18c9fa77f567700), [`9029ba3`](https://github.com/mastra-ai/mastra/commit/9029ba34459c8859fed4c6b73efd8e2d0021e7ba), [`426cc56`](https://github.com/mastra-ai/mastra/commit/426cc561c85ae76a112ded2385532a91f9f9f074), [`00931fb`](https://github.com/mastra-ai/mastra/commit/00931fb1a21aa42c4fbc20c2c40dd62466b8fc8f), [`e473bfe`](https://github.com/mastra-ai/mastra/commit/e473bfe416c0b8e876973c2b6a6f13c394b7a93f), [`b78e04d`](https://github.com/mastra-ai/mastra/commit/b78e04d935a16ecb1e59c5c96e564903527edddd), [`2db6160`](https://github.com/mastra-ai/mastra/commit/2db6160e2022ff8827c15d30157e684683b934b5), [`8aeea37`](https://github.com/mastra-ai/mastra/commit/8aeea37efdde347c635a67fed56794943b7f74ec), [`02fe153`](https://github.com/mastra-ai/mastra/commit/02fe15351d6021d214da48ec982a0e9e4150bcee), [`648e2ca`](https://github.com/mastra-ai/mastra/commit/648e2ca42da54838c6ccbdaadc6fadd808fa6b86), [`74567b3`](https://github.com/mastra-ai/mastra/commit/74567b3d237ae3915cd0bca3cf55fa0a64e4e4a4), [`b65c5e0`](https://github.com/mastra-ai/mastra/commit/b65c5e0fe6f3c390a9a8bbcf69304d972c3a4afb), [`15a1733`](https://github.com/mastra-ai/mastra/commit/15a1733074cee8bd37370e1af34cd818e89fa7ac), [`fc2a774`](https://github.com/mastra-ai/mastra/commit/fc2a77468981aaddc3e77f83f0c4ad4a4af140da), [`4e08933`](https://github.com/mastra-ai/mastra/commit/4e08933625464dfde178347af5b6278fcf34188e)]:
  - @mastra/core@0.22.0

## 1.3.2-alpha.0

### Patch Changes

- Update peerdeps to 0.23.0-0 ([#9043](https://github.com/mastra-ai/mastra/pull/9043))

- Updated dependencies [[`efb5ed9`](https://github.com/mastra-ai/mastra/commit/efb5ed946ae7f410bc68c9430beb4b010afd25ec), [`8ea07b4`](https://github.com/mastra-ai/mastra/commit/8ea07b4bdc73e4218437dbb6dcb0f4b23e745a44), [`ba201b8`](https://github.com/mastra-ai/mastra/commit/ba201b8f8feac4c72350f2dbd52c13c7297ba7b0), [`4fc4136`](https://github.com/mastra-ai/mastra/commit/4fc413652866a8d2240694fddb2562e9edbb70df), [`b78e04d`](https://github.com/mastra-ai/mastra/commit/b78e04d935a16ecb1e59c5c96e564903527edddd), [`d10baf5`](https://github.com/mastra-ai/mastra/commit/d10baf5a3c924f2a6654e23a3e318ed03f189b76), [`038c55a`](https://github.com/mastra-ai/mastra/commit/038c55a7090fc1b1513a966386d3072617f836ac), [`182f045`](https://github.com/mastra-ai/mastra/commit/182f0458f25bd70aa774e64fd923c8a483eddbf1), [`7620d2b`](https://github.com/mastra-ai/mastra/commit/7620d2bddeb4fae4c3c0a0b4e672969795fca11a), [`b2365f0`](https://github.com/mastra-ai/mastra/commit/b2365f038dd4c5f06400428b224af963f399ad50), [`9029ba3`](https://github.com/mastra-ai/mastra/commit/9029ba34459c8859fed4c6b73efd8e2d0021e7ba), [`426cc56`](https://github.com/mastra-ai/mastra/commit/426cc561c85ae76a112ded2385532a91f9f9f074), [`00931fb`](https://github.com/mastra-ai/mastra/commit/00931fb1a21aa42c4fbc20c2c40dd62466b8fc8f), [`e473bfe`](https://github.com/mastra-ai/mastra/commit/e473bfe416c0b8e876973c2b6a6f13c394b7a93f), [`b78e04d`](https://github.com/mastra-ai/mastra/commit/b78e04d935a16ecb1e59c5c96e564903527edddd), [`648e2ca`](https://github.com/mastra-ai/mastra/commit/648e2ca42da54838c6ccbdaadc6fadd808fa6b86), [`b65c5e0`](https://github.com/mastra-ai/mastra/commit/b65c5e0fe6f3c390a9a8bbcf69304d972c3a4afb)]:
  - @mastra/core@0.22.0-alpha.1

## 1.3.1

### Patch Changes

- Update peer dependencies to match core package version bump (0.21.0) ([#8619](https://github.com/mastra-ai/mastra/pull/8619))

- Update peer dependencies to match core package version bump (0.21.0) ([#8557](https://github.com/mastra-ai/mastra/pull/8557))

- Update peer dependencies to match core package version bump (0.21.0) ([#8626](https://github.com/mastra-ai/mastra/pull/8626))

- Update peer dependencies to match core package version bump (0.21.0) ([#8686](https://github.com/mastra-ai/mastra/pull/8686))

- Updated dependencies [[`1ed9670`](https://github.com/mastra-ai/mastra/commit/1ed9670d3ca50cb60dc2e517738c5eef3968ed27), [`b5a66b7`](https://github.com/mastra-ai/mastra/commit/b5a66b748a14fc8b3f63b04642ddb9621fbcc9e0), [`f59fc1e`](https://github.com/mastra-ai/mastra/commit/f59fc1e406b8912e692f6bff6cfd4754cc8d165c), [`158381d`](https://github.com/mastra-ai/mastra/commit/158381d39335be934b81ef8a1947bccace492c25), [`a1799bc`](https://github.com/mastra-ai/mastra/commit/a1799bcc1b5a1cdc188f2ac0165f17a1c4ac6f7b), [`6ff6094`](https://github.com/mastra-ai/mastra/commit/6ff60946f4ecfebdeef6e21d2b230c2204f2c9b8), [`fb703b9`](https://github.com/mastra-ai/mastra/commit/fb703b9634eeaff1a6eb2b5531ce0f9e8fb04727), [`37a2314`](https://github.com/mastra-ai/mastra/commit/37a23148e0e5a3b40d4f9f098b194671a8a49faf), [`7b1ef57`](https://github.com/mastra-ai/mastra/commit/7b1ef57fc071c2aa2a2e32905b18cd88719c5a39), [`05a9dee`](https://github.com/mastra-ai/mastra/commit/05a9dee3d355694d28847bfffb6289657fcf7dfa), [`e3c1077`](https://github.com/mastra-ai/mastra/commit/e3c107763aedd1643d3def5df450c235da9ff76c), [`1908ca0`](https://github.com/mastra-ai/mastra/commit/1908ca0521f90e43779cc29ab590173ca560443c), [`1bccdb3`](https://github.com/mastra-ai/mastra/commit/1bccdb33eb90cbeba2dc5ece1c2561fb774b26b6), [`5ef944a`](https://github.com/mastra-ai/mastra/commit/5ef944a3721d93105675cac2b2311432ff8cc393), [`d6b186f`](https://github.com/mastra-ai/mastra/commit/d6b186fb08f1caf1b86f73d3a5ee88fb999ca3be), [`ee68e82`](https://github.com/mastra-ai/mastra/commit/ee68e8289ea4408d29849e899bc6e78b3bd4e843), [`228228b`](https://github.com/mastra-ai/mastra/commit/228228b0b1de9291cb8887587f5cea1a8757ebad), [`ea33930`](https://github.com/mastra-ai/mastra/commit/ea339301e82d6318257720d811b043014ee44064), [`65493b3`](https://github.com/mastra-ai/mastra/commit/65493b31c36f6fdb78f9679f7e1ecf0c250aa5ee), [`a998b8f`](https://github.com/mastra-ai/mastra/commit/a998b8f858091c2ec47683e60766cf12d03001e4), [`b5a66b7`](https://github.com/mastra-ai/mastra/commit/b5a66b748a14fc8b3f63b04642ddb9621fbcc9e0), [`8a37bdd`](https://github.com/mastra-ai/mastra/commit/8a37bddb6d8614a32c5b70303d583d80c620ea61), [`135d6f2`](https://github.com/mastra-ai/mastra/commit/135d6f22a326ed1dffff858700669dff09d2c9eb)]:
  - @mastra/core@0.21.0

## 1.3.1-alpha.0

### Patch Changes

- Update peer dependencies to match core package version bump (0.21.0) ([#8619](https://github.com/mastra-ai/mastra/pull/8619))

- Update peer dependencies to match core package version bump (0.21.0) ([#8557](https://github.com/mastra-ai/mastra/pull/8557))

- Update peer dependencies to match core package version bump (0.21.0) ([#8626](https://github.com/mastra-ai/mastra/pull/8626))

- Update peer dependencies to match core package version bump (0.21.0) ([#8686](https://github.com/mastra-ai/mastra/pull/8686))

- Updated dependencies [[`b5a66b7`](https://github.com/mastra-ai/mastra/commit/b5a66b748a14fc8b3f63b04642ddb9621fbcc9e0), [`7b1ef57`](https://github.com/mastra-ai/mastra/commit/7b1ef57fc071c2aa2a2e32905b18cd88719c5a39), [`ee68e82`](https://github.com/mastra-ai/mastra/commit/ee68e8289ea4408d29849e899bc6e78b3bd4e843), [`228228b`](https://github.com/mastra-ai/mastra/commit/228228b0b1de9291cb8887587f5cea1a8757ebad), [`ea33930`](https://github.com/mastra-ai/mastra/commit/ea339301e82d6318257720d811b043014ee44064), [`b5a66b7`](https://github.com/mastra-ai/mastra/commit/b5a66b748a14fc8b3f63b04642ddb9621fbcc9e0), [`135d6f2`](https://github.com/mastra-ai/mastra/commit/135d6f22a326ed1dffff858700669dff09d2c9eb), [`59d036d`](https://github.com/mastra-ai/mastra/commit/59d036d4c2706b430b0e3f1f1e0ee853ce16ca04)]:
  - @mastra/core@0.21.0-alpha.0

## 1.3.0

### Minor Changes

- Breaking change to move the agent.streamVNext/generateVNext implementation to the default stream/generate. The old stream/generate have now been moved to streamLegacy and generateLegacy ([#8097](https://github.com/mastra-ai/mastra/pull/8097))

### Patch Changes

- Updated dependencies [[`00cb6bd`](https://github.com/mastra-ai/mastra/commit/00cb6bdf78737c0fac14a5a0c7b532a11e38558a), [`869ba22`](https://github.com/mastra-ai/mastra/commit/869ba222e1d6b58fc1b65e7c9fd55ca4e01b8c2f), [`1b73665`](https://github.com/mastra-ai/mastra/commit/1b73665e8e23f5c09d49fcf3e7d709c75259259e), [`f7d7475`](https://github.com/mastra-ai/mastra/commit/f7d747507341aef60ed39e4b49318db1f86034a6), [`084b77b`](https://github.com/mastra-ai/mastra/commit/084b77b2955960e0190af8db3f77138aa83ed65c), [`a93ff84`](https://github.com/mastra-ai/mastra/commit/a93ff84b5e1af07ee236ac8873dac9b49aa5d501), [`bc5aacb`](https://github.com/mastra-ai/mastra/commit/bc5aacb646d468d325327e36117129f28cd13bf6), [`6b5af12`](https://github.com/mastra-ai/mastra/commit/6b5af12ce9e09066e0c32e821c203a6954498bea), [`bf60e4a`](https://github.com/mastra-ai/mastra/commit/bf60e4a89c515afd9570b7b79f33b95e7d07c397), [`d41aee5`](https://github.com/mastra-ai/mastra/commit/d41aee526d124e35f42720a08e64043229193679), [`e8fe13c`](https://github.com/mastra-ai/mastra/commit/e8fe13c4b4c255a42520127797ec394310f7c919), [`3ca833d`](https://github.com/mastra-ai/mastra/commit/3ca833dc994c38e3c9b4f9b4478a61cd8e07b32a), [`1edb8d1`](https://github.com/mastra-ai/mastra/commit/1edb8d1cfb963e72a12412990fb9170936c9904c), [`fbf6e32`](https://github.com/mastra-ai/mastra/commit/fbf6e324946332d0f5ed8930bf9d4d4479cefd7a), [`4753027`](https://github.com/mastra-ai/mastra/commit/4753027ee889288775c6958bdfeda03ff909af67)]:
  - @mastra/core@0.20.0

## 1.3.0-alpha.0

### Minor Changes

- Breaking change to move the agent.streamVNext/generateVNext implementation to the default stream/generate. The old stream/generate have now been moved to streamLegacy and generateLegacy ([#8097](https://github.com/mastra-ai/mastra/pull/8097))

### Patch Changes

- Updated dependencies [[`00cb6bd`](https://github.com/mastra-ai/mastra/commit/00cb6bdf78737c0fac14a5a0c7b532a11e38558a), [`869ba22`](https://github.com/mastra-ai/mastra/commit/869ba222e1d6b58fc1b65e7c9fd55ca4e01b8c2f), [`1b73665`](https://github.com/mastra-ai/mastra/commit/1b73665e8e23f5c09d49fcf3e7d709c75259259e), [`f7d7475`](https://github.com/mastra-ai/mastra/commit/f7d747507341aef60ed39e4b49318db1f86034a6), [`084b77b`](https://github.com/mastra-ai/mastra/commit/084b77b2955960e0190af8db3f77138aa83ed65c), [`a93ff84`](https://github.com/mastra-ai/mastra/commit/a93ff84b5e1af07ee236ac8873dac9b49aa5d501), [`bc5aacb`](https://github.com/mastra-ai/mastra/commit/bc5aacb646d468d325327e36117129f28cd13bf6), [`6b5af12`](https://github.com/mastra-ai/mastra/commit/6b5af12ce9e09066e0c32e821c203a6954498bea), [`bf60e4a`](https://github.com/mastra-ai/mastra/commit/bf60e4a89c515afd9570b7b79f33b95e7d07c397), [`d41aee5`](https://github.com/mastra-ai/mastra/commit/d41aee526d124e35f42720a08e64043229193679), [`e8fe13c`](https://github.com/mastra-ai/mastra/commit/e8fe13c4b4c255a42520127797ec394310f7c919), [`3ca833d`](https://github.com/mastra-ai/mastra/commit/3ca833dc994c38e3c9b4f9b4478a61cd8e07b32a), [`1edb8d1`](https://github.com/mastra-ai/mastra/commit/1edb8d1cfb963e72a12412990fb9170936c9904c), [`fbf6e32`](https://github.com/mastra-ai/mastra/commit/fbf6e324946332d0f5ed8930bf9d4d4479cefd7a), [`4753027`](https://github.com/mastra-ai/mastra/commit/4753027ee889288775c6958bdfeda03ff909af67)]:
  - @mastra/core@0.20.0-alpha.0

## 1.2.7

### Patch Changes

- Update peer deps ([#8154](https://github.com/mastra-ai/mastra/pull/8154))

- Updated dependencies [[`dc099b4`](https://github.com/mastra-ai/mastra/commit/dc099b40fb31147ba3f362f98d991892033c4c67), [`504438b`](https://github.com/mastra-ai/mastra/commit/504438b961bde211071186bba63a842c4e3db879), [`b342a68`](https://github.com/mastra-ai/mastra/commit/b342a68e1399cf1ece9ba11bda112db89d21118c), [`a7243e2`](https://github.com/mastra-ai/mastra/commit/a7243e2e58762667a6e3921e755e89d6bb0a3282), [`7fceb0a`](https://github.com/mastra-ai/mastra/commit/7fceb0a327d678e812f90f5387c5bc4f38bd039e), [`303a9c0`](https://github.com/mastra-ai/mastra/commit/303a9c0d7dd58795915979f06a0512359e4532fb), [`df64f9e`](https://github.com/mastra-ai/mastra/commit/df64f9ef814916fff9baedd861c988084e7c41de), [`370f8a6`](https://github.com/mastra-ai/mastra/commit/370f8a6480faec70fef18d72e5f7538f27004301), [`809eea0`](https://github.com/mastra-ai/mastra/commit/809eea092fa80c3f69b9eaf078d843b57fd2a88e), [`683e5a1`](https://github.com/mastra-ai/mastra/commit/683e5a1466e48b686825b2c11f84680f296138e4), [`3679378`](https://github.com/mastra-ai/mastra/commit/3679378673350aa314741dc826f837b1984149bc), [`7775bc2`](https://github.com/mastra-ai/mastra/commit/7775bc20bb1ad1ab24797fb420e4f96c65b0d8ec), [`623ffaf`](https://github.com/mastra-ai/mastra/commit/623ffaf2d969e11e99a0224633cf7b5a0815c857), [`9fc1613`](https://github.com/mastra-ai/mastra/commit/9fc16136400186648880fd990119ac15f7c02ee4), [`61f62aa`](https://github.com/mastra-ai/mastra/commit/61f62aa31bc88fe4ddf8da6240dbcfbeb07358bd), [`db1891a`](https://github.com/mastra-ai/mastra/commit/db1891a4707443720b7cd8a260dc7e1d49b3609c), [`e8f379d`](https://github.com/mastra-ai/mastra/commit/e8f379d390efa264c4e0874f9ac0cf8839b07777), [`652066b`](https://github.com/mastra-ai/mastra/commit/652066bd1efc6bb6813ba950ed1d7573e8b7d9d4), [`3e292ba`](https://github.com/mastra-ai/mastra/commit/3e292ba00837886d5d68a34cbc0d9b703c991883), [`418c136`](https://github.com/mastra-ai/mastra/commit/418c1366843d88e491bca3f87763899ce855ca29), [`ea8d386`](https://github.com/mastra-ai/mastra/commit/ea8d386cd8c5593664515fd5770c06bf2aa980ef), [`67b0f00`](https://github.com/mastra-ai/mastra/commit/67b0f005b520335c71fb85cbaa25df4ce8484a81), [`c2a4919`](https://github.com/mastra-ai/mastra/commit/c2a4919ba6797d8bdb1509e02287496eef69303e), [`c84b7d0`](https://github.com/mastra-ai/mastra/commit/c84b7d093c4657772140cbfd2b15ef72f3315ed5), [`0130986`](https://github.com/mastra-ai/mastra/commit/0130986fc62d0edcc626dd593282661dbb9af141)]:
  - @mastra/core@0.19.0

## 1.2.7-alpha.0

### Patch Changes

- Update peer deps ([#8154](https://github.com/mastra-ai/mastra/pull/8154))

- Updated dependencies [[`504438b`](https://github.com/mastra-ai/mastra/commit/504438b961bde211071186bba63a842c4e3db879), [`a7243e2`](https://github.com/mastra-ai/mastra/commit/a7243e2e58762667a6e3921e755e89d6bb0a3282), [`7fceb0a`](https://github.com/mastra-ai/mastra/commit/7fceb0a327d678e812f90f5387c5bc4f38bd039e), [`df64f9e`](https://github.com/mastra-ai/mastra/commit/df64f9ef814916fff9baedd861c988084e7c41de), [`809eea0`](https://github.com/mastra-ai/mastra/commit/809eea092fa80c3f69b9eaf078d843b57fd2a88e), [`683e5a1`](https://github.com/mastra-ai/mastra/commit/683e5a1466e48b686825b2c11f84680f296138e4), [`3679378`](https://github.com/mastra-ai/mastra/commit/3679378673350aa314741dc826f837b1984149bc), [`7775bc2`](https://github.com/mastra-ai/mastra/commit/7775bc20bb1ad1ab24797fb420e4f96c65b0d8ec), [`db1891a`](https://github.com/mastra-ai/mastra/commit/db1891a4707443720b7cd8a260dc7e1d49b3609c), [`e8f379d`](https://github.com/mastra-ai/mastra/commit/e8f379d390efa264c4e0874f9ac0cf8839b07777), [`652066b`](https://github.com/mastra-ai/mastra/commit/652066bd1efc6bb6813ba950ed1d7573e8b7d9d4), [`ea8d386`](https://github.com/mastra-ai/mastra/commit/ea8d386cd8c5593664515fd5770c06bf2aa980ef), [`c2a4919`](https://github.com/mastra-ai/mastra/commit/c2a4919ba6797d8bdb1509e02287496eef69303e), [`0130986`](https://github.com/mastra-ai/mastra/commit/0130986fc62d0edcc626dd593282661dbb9af141)]:
  - @mastra/core@0.19.0-alpha.1

## 1.2.6

### Patch Changes

- dependencies updates: ([#8011](https://github.com/mastra-ai/mastra/pull/8011))
  - Updated dependency [`node-html-better-parser@^1.5.8` ↗︎](https://www.npmjs.com/package/node-html-better-parser/v/1.5.8) (from `^1.5.7`, in `dependencies`)

- Update Peerdeps for packages based on core minor bump ([#8025](https://github.com/mastra-ai/mastra/pull/8025))

- Updated dependencies [[`cf34503`](https://github.com/mastra-ai/mastra/commit/cf345031de4e157f29087946449e60b965e9c8a9), [`6b4b1e4`](https://github.com/mastra-ai/mastra/commit/6b4b1e4235428d39e51cbda9832704c0ba70ab32), [`3469fca`](https://github.com/mastra-ai/mastra/commit/3469fca7bb7e5e19369ff9f7044716a5e4b02585), [`a61f23f`](https://github.com/mastra-ai/mastra/commit/a61f23fbbca4b88b763d94f1d784c47895ed72d7), [`4b339b8`](https://github.com/mastra-ai/mastra/commit/4b339b8141c20d6a6d80583c7e8c5c05d8c19492), [`d1dc606`](https://github.com/mastra-ai/mastra/commit/d1dc6067b0557a71190b68d56ee15b48c26d2411), [`c45298a`](https://github.com/mastra-ai/mastra/commit/c45298a0a0791db35cf79f1199d77004da0704cb), [`c4a8204`](https://github.com/mastra-ai/mastra/commit/c4a82046bfd241d6044e234bc5917d5a01fe6b55), [`d3bd4d4`](https://github.com/mastra-ai/mastra/commit/d3bd4d482a685bbb67bfa89be91c90dca3fa71ad), [`c591dfc`](https://github.com/mastra-ai/mastra/commit/c591dfc1e600fae1dedffe239357d250e146378f), [`1920c5c`](https://github.com/mastra-ai/mastra/commit/1920c5c6d666f687785c73021196aa551e579e0d), [`b6a3b65`](https://github.com/mastra-ai/mastra/commit/b6a3b65d830fa0ca7754ad6481661d1f2c878f21), [`af3abb6`](https://github.com/mastra-ai/mastra/commit/af3abb6f7c7585d856e22d27f4e7d2ece2186b9a)]:
  - @mastra/core@0.18.0

## 1.2.6-alpha.0

### Patch Changes

- dependencies updates: ([#8011](https://github.com/mastra-ai/mastra/pull/8011))
  - Updated dependency [`node-html-better-parser@^1.5.8` ↗︎](https://www.npmjs.com/package/node-html-better-parser/v/1.5.8) (from `^1.5.7`, in `dependencies`)

- Update Peerdeps for packages based on core minor bump ([#8025](https://github.com/mastra-ai/mastra/pull/8025))

- Updated dependencies [[`cf34503`](https://github.com/mastra-ai/mastra/commit/cf345031de4e157f29087946449e60b965e9c8a9), [`6b4b1e4`](https://github.com/mastra-ai/mastra/commit/6b4b1e4235428d39e51cbda9832704c0ba70ab32), [`3469fca`](https://github.com/mastra-ai/mastra/commit/3469fca7bb7e5e19369ff9f7044716a5e4b02585), [`c4a8204`](https://github.com/mastra-ai/mastra/commit/c4a82046bfd241d6044e234bc5917d5a01fe6b55)]:
  - @mastra/core@0.18.0-alpha.2

## 1.2.5

### Patch Changes

- dependencies updates: ([#7753](https://github.com/mastra-ai/mastra/pull/7753))
  - Updated dependency [`node-html-better-parser@^1.5.3` ↗︎](https://www.npmjs.com/package/node-html-better-parser/v/1.5.3) (from `^1.5.2`, in `dependencies`)

- dependencies updates: ([#7801](https://github.com/mastra-ai/mastra/pull/7801))
  - Updated dependency [`node-html-better-parser@^1.5.7` ↗︎](https://www.npmjs.com/package/node-html-better-parser/v/1.5.7) (from `^1.5.3`, in `dependencies`)

- Update peerdep of @mastra/core ([#7619](https://github.com/mastra-ai/mastra/pull/7619))

- fix(rag): rerank compatibility with AI SDK V2 models ([#7828](https://github.com/mastra-ai/mastra/pull/7828))

- Updated dependencies [[`197cbb2`](https://github.com/mastra-ai/mastra/commit/197cbb248fc8cb4bbf61bf70b770f1388b445df2), [`a1bb887`](https://github.com/mastra-ai/mastra/commit/a1bb887e8bfae44230f487648da72e96ef824561), [`6590763`](https://github.com/mastra-ai/mastra/commit/65907630ef4bf4127067cecd1cb21b56f55d5f1b), [`fb84c21`](https://github.com/mastra-ai/mastra/commit/fb84c21859d09bdc8f158bd5412bdc4b5835a61c), [`5802bf5`](https://github.com/mastra-ai/mastra/commit/5802bf57f6182e4b67c28d7d91abed349a8d14f3), [`5bda53a`](https://github.com/mastra-ai/mastra/commit/5bda53a9747bfa7d876d754fc92c83a06e503f62), [`c2eade3`](https://github.com/mastra-ai/mastra/commit/c2eade3508ef309662f065e5f340d7840295dd53), [`f26a8fd`](https://github.com/mastra-ai/mastra/commit/f26a8fd99fcb0497a5d86c28324430d7f6a5fb83), [`222965a`](https://github.com/mastra-ai/mastra/commit/222965a98ce8197b86673ec594244650b5960257), [`6047778`](https://github.com/mastra-ai/mastra/commit/6047778e501df460648f31decddf8e443f36e373), [`a0f5f1c`](https://github.com/mastra-ai/mastra/commit/a0f5f1ca39c3c5c6d26202e9fcab986b4fe14568), [`9d4fc09`](https://github.com/mastra-ai/mastra/commit/9d4fc09b2ad55caa7738c7ceb3a905e454f74cdd), [`05c7abf`](https://github.com/mastra-ai/mastra/commit/05c7abfe105a015b7760c9bf33ff4419727502a0), [`0324ceb`](https://github.com/mastra-ai/mastra/commit/0324ceb8af9d16c12a531f90e575f6aab797ac81), [`d75ccf0`](https://github.com/mastra-ai/mastra/commit/d75ccf06dfd2582b916aa12624e3cd61b279edf1), [`0f9d227`](https://github.com/mastra-ai/mastra/commit/0f9d227890a98db33865abbea39daf407cd55ef7), [`b356f5f`](https://github.com/mastra-ai/mastra/commit/b356f5f7566cb3edb755d91f00b72fc1420b2a37), [`de056a0`](https://github.com/mastra-ai/mastra/commit/de056a02cbb43f6aa0380ab2150ea404af9ec0dd), [`f5ce05f`](https://github.com/mastra-ai/mastra/commit/f5ce05f831d42c69559bf4c0fdb46ccb920fc3a3), [`60c9cec`](https://github.com/mastra-ai/mastra/commit/60c9cec7048a79a87440f7840c383875bd710d93), [`c93532a`](https://github.com/mastra-ai/mastra/commit/c93532a340b80e4dd946d4c138d9381de5f70399), [`6cb1fcb`](https://github.com/mastra-ai/mastra/commit/6cb1fcbc8d0378ffed0d17784c96e68f30cb0272), [`aee4f00`](https://github.com/mastra-ai/mastra/commit/aee4f00e61e1a42e81a6d74ff149dbe69e32695a), [`9f6f30f`](https://github.com/mastra-ai/mastra/commit/9f6f30f04ec6648bbca798ea8aad59317c40d8db), [`547c621`](https://github.com/mastra-ai/mastra/commit/547c62104af3f7a551b3754e9cbdf0a3fbba15e4), [`897995e`](https://github.com/mastra-ai/mastra/commit/897995e630d572fe2891e7ede817938cabb43251), [`0fed8f2`](https://github.com/mastra-ai/mastra/commit/0fed8f2aa84b167b3415ea6f8f70755775132c8d), [`4f9ea8c`](https://github.com/mastra-ai/mastra/commit/4f9ea8c95ea74ba9abbf3b2ab6106c7d7bc45689), [`1a1fbe6`](https://github.com/mastra-ai/mastra/commit/1a1fbe66efb7d94abc373ed0dd9676adb8122454), [`d706fad`](https://github.com/mastra-ai/mastra/commit/d706fad6e6e4b72357b18d229ba38e6c913c0e70), [`87fd07f`](https://github.com/mastra-ai/mastra/commit/87fd07ff35387a38728967163460231b5d33ae3b), [`5c3768f`](https://github.com/mastra-ai/mastra/commit/5c3768fa959454232ad76715c381f4aac00c6881), [`2685a78`](https://github.com/mastra-ai/mastra/commit/2685a78f224b8b04e20d4fab5ac1adb638190071), [`36f39c0`](https://github.com/mastra-ai/mastra/commit/36f39c00dc794952dc3c11aab91c2fa8bca74b11), [`239b5a4`](https://github.com/mastra-ai/mastra/commit/239b5a497aeae2e8b4d764f46217cfff2284788e), [`8a3f5e4`](https://github.com/mastra-ai/mastra/commit/8a3f5e4212ec36b302957deb4bd47005ab598382)]:
  - @mastra/core@0.17.0

## 1.2.5-alpha.1

### Patch Changes

- dependencies updates: ([#7801](https://github.com/mastra-ai/mastra/pull/7801))
  - Updated dependency [`node-html-better-parser@^1.5.7` ↗︎](https://www.npmjs.com/package/node-html-better-parser/v/1.5.7) (from `^1.5.3`, in `dependencies`)

- Update peerdep of @mastra/core ([#7619](https://github.com/mastra-ai/mastra/pull/7619))

- fix(rag): rerank compatibility with AI SDK V2 models ([#7828](https://github.com/mastra-ai/mastra/pull/7828))

- Updated dependencies [[`a1bb887`](https://github.com/mastra-ai/mastra/commit/a1bb887e8bfae44230f487648da72e96ef824561), [`a0f5f1c`](https://github.com/mastra-ai/mastra/commit/a0f5f1ca39c3c5c6d26202e9fcab986b4fe14568), [`b356f5f`](https://github.com/mastra-ai/mastra/commit/b356f5f7566cb3edb755d91f00b72fc1420b2a37), [`f5ce05f`](https://github.com/mastra-ai/mastra/commit/f5ce05f831d42c69559bf4c0fdb46ccb920fc3a3), [`9f6f30f`](https://github.com/mastra-ai/mastra/commit/9f6f30f04ec6648bbca798ea8aad59317c40d8db), [`d706fad`](https://github.com/mastra-ai/mastra/commit/d706fad6e6e4b72357b18d229ba38e6c913c0e70), [`5c3768f`](https://github.com/mastra-ai/mastra/commit/5c3768fa959454232ad76715c381f4aac00c6881), [`8a3f5e4`](https://github.com/mastra-ai/mastra/commit/8a3f5e4212ec36b302957deb4bd47005ab598382)]:
  - @mastra/core@0.17.0-alpha.3

## 1.2.5-alpha.0

### Patch Changes

- dependencies updates: ([#7753](https://github.com/mastra-ai/mastra/pull/7753))
  - Updated dependency [`node-html-better-parser@^1.5.3` ↗︎](https://www.npmjs.com/package/node-html-better-parser/v/1.5.3) (from `^1.5.2`, in `dependencies`)
- Updated dependencies [[`5802bf5`](https://github.com/mastra-ai/mastra/commit/5802bf57f6182e4b67c28d7d91abed349a8d14f3), [`5bda53a`](https://github.com/mastra-ai/mastra/commit/5bda53a9747bfa7d876d754fc92c83a06e503f62), [`f26a8fd`](https://github.com/mastra-ai/mastra/commit/f26a8fd99fcb0497a5d86c28324430d7f6a5fb83), [`1a1fbe6`](https://github.com/mastra-ai/mastra/commit/1a1fbe66efb7d94abc373ed0dd9676adb8122454), [`36f39c0`](https://github.com/mastra-ai/mastra/commit/36f39c00dc794952dc3c11aab91c2fa8bca74b11)]:
  - @mastra/core@0.16.4-alpha.0

## 1.2.4

### Patch Changes

- 376913a: Update peerdeps
- Updated dependencies [8fbf79e]
- Updated dependencies [fd83526]
- Updated dependencies [d0b90ab]
- Updated dependencies [6f5eb7a]
- Updated dependencies [a01cf14]
- Updated dependencies [a9e50ee]
- Updated dependencies [5397eb4]
- Updated dependencies [c9f4e4a]
- Updated dependencies [0acbc80]
  - @mastra/core@0.16.0

## 1.2.4-alpha.0

### Patch Changes

- 376913a: Update peerdeps
- Updated dependencies [8fbf79e]
  - @mastra/core@0.16.0-alpha.1

## 1.2.3

### Patch Changes

- de3cbc6: Update the `package.json` file to include additional fields like `repository`, `homepage` or `files`.
- 29de0e1: MastraEmbeddingModel and ts hack
- f0dfcac: updated core peerdep
- b415a4e: added providerOptions to createVectorQueryTool and createGraphRAGTool
- 6ac697e: improveEmbeddingModelStuff
- Updated dependencies [ab48c97]
- Updated dependencies [85ef90b]
- Updated dependencies [aedbbfa]
- Updated dependencies [ff89505]
- Updated dependencies [637f323]
- Updated dependencies [de3cbc6]
- Updated dependencies [c19bcf7]
- Updated dependencies [4474d04]
- Updated dependencies [183dc95]
- Updated dependencies [a1111e2]
- Updated dependencies [b42a961]
- Updated dependencies [61debef]
- Updated dependencies [9beaeff]
- Updated dependencies [29de0e1]
- Updated dependencies [f643c65]
- Updated dependencies [00c74e7]
- Updated dependencies [fef7375]
- Updated dependencies [e3d8fea]
- Updated dependencies [45e4d39]
- Updated dependencies [9eee594]
- Updated dependencies [7149d8d]
- Updated dependencies [822c2e8]
- Updated dependencies [979912c]
- Updated dependencies [7dcf4c0]
- Updated dependencies [4106a58]
- Updated dependencies [ad78bfc]
- Updated dependencies [0302f50]
- Updated dependencies [6ac697e]
- Updated dependencies [74db265]
- Updated dependencies [0ce418a]
- Updated dependencies [af90672]
- Updated dependencies [8387952]
- Updated dependencies [7f3b8da]
- Updated dependencies [905352b]
- Updated dependencies [599d04c]
- Updated dependencies [56041d0]
- Updated dependencies [3412597]
- Updated dependencies [5eca5d2]
- Updated dependencies [f2cda47]
- Updated dependencies [5de1555]
- Updated dependencies [cfd377a]
- Updated dependencies [1ed5a3e]
  - @mastra/core@0.15.3

## 1.2.3-alpha.2

### Patch Changes

- [#7394](https://github.com/mastra-ai/mastra/pull/7394) [`f0dfcac`](https://github.com/mastra-ai/mastra/commit/f0dfcac4458bdf789b975e2d63e984f5d1e7c4d3) Thanks [@NikAiyer](https://github.com/NikAiyer)! - updated core peerdep

- Updated dependencies [[`7149d8d`](https://github.com/mastra-ai/mastra/commit/7149d8d4bdc1edf0008e0ca9b7925eb0b8b60dbe)]:
  - @mastra/core@0.15.3-alpha.7

## 1.2.3-alpha.1

### Patch Changes

- [#7343](https://github.com/mastra-ai/mastra/pull/7343) [`de3cbc6`](https://github.com/mastra-ai/mastra/commit/de3cbc61079211431bd30487982ea3653517278e) Thanks [@LekoArts](https://github.com/LekoArts)! - Update the `package.json` file to include additional fields like `repository`, `homepage` or `files`.

- Updated dependencies [[`85ef90b`](https://github.com/mastra-ai/mastra/commit/85ef90bb2cd4ae4df855c7ac175f7d392c55c1bf), [`de3cbc6`](https://github.com/mastra-ai/mastra/commit/de3cbc61079211431bd30487982ea3653517278e)]:
  - @mastra/core@0.15.3-alpha.5

## 1.2.3-alpha.0

### Patch Changes

- [#7124](https://github.com/mastra-ai/mastra/pull/7124) [`29de0e1`](https://github.com/mastra-ai/mastra/commit/29de0e1b0a7173317ae7d1ab0c0993167c659f2b) Thanks [@abhiaiyer91](https://github.com/abhiaiyer91)! - MastraEmbeddingModel and ts hack

- [#7120](https://github.com/mastra-ai/mastra/pull/7120) [`b415a4e`](https://github.com/mastra-ai/mastra/commit/b415a4e05b2546ccb9b5ba31a2bdf23deb1c7fa8) Thanks [@NikAiyer](https://github.com/NikAiyer)! - added providerOptions to createVectorQueryTool and createGraphRAGTool

- [#7125](https://github.com/mastra-ai/mastra/pull/7125) [`6ac697e`](https://github.com/mastra-ai/mastra/commit/6ac697edcc2435482c247cba615277ec4765dcc4) Thanks [@abhiaiyer91](https://github.com/abhiaiyer91)! - improveEmbeddingModelStuff

- Updated dependencies [[`637f323`](https://github.com/mastra-ai/mastra/commit/637f32371d79a8f78c52c0d53411af0915fcec67), [`29de0e1`](https://github.com/mastra-ai/mastra/commit/29de0e1b0a7173317ae7d1ab0c0993167c659f2b), [`6ac697e`](https://github.com/mastra-ai/mastra/commit/6ac697edcc2435482c247cba615277ec4765dcc4)]:
  - @mastra/core@0.15.3-alpha.1

## 1.2.2

### Patch Changes

- [`c6113ed`](https://github.com/mastra-ai/mastra/commit/c6113ed7f9df297e130d94436ceee310273d6430) Thanks [@wardpeet](https://github.com/wardpeet)! - Fix peerdpes for @mastra/core

- Updated dependencies []:
  - @mastra/core@0.15.2

## 1.2.1

### Patch Changes

- [`95b2aa9`](https://github.com/mastra-ai/mastra/commit/95b2aa908230919e67efcac0d69005a2d5745298) Thanks [@wardpeet](https://github.com/wardpeet)! - Fix peerdeps @mastra/core

- Updated dependencies []:
  - @mastra/core@0.15.1

## 1.2.0

### Minor Changes

- [#7028](https://github.com/mastra-ai/mastra/pull/7028) [`da58ccc`](https://github.com/mastra-ai/mastra/commit/da58ccc1f2ac33da0cb97b00443fc6208b45bdec) Thanks [@wardpeet](https://github.com/wardpeet)! - Bump core peerdependency

- [#7032](https://github.com/mastra-ai/mastra/pull/7032) [`1191ce9`](https://github.com/mastra-ai/mastra/commit/1191ce946b40ed291e7877a349f8388e3cff7e5c) Thanks [@wardpeet](https://github.com/wardpeet)! - Bump zod peerdep to 3.25.0 to support both v3/v4

### Patch Changes

- [#6996](https://github.com/mastra-ai/mastra/pull/6996) [`24d9ee3`](https://github.com/mastra-ai/mastra/commit/24d9ee3db1c09d15f27a5d0971b102abcfcf7dfd) Thanks [@wardpeet](https://github.com/wardpeet)! - Improve type resolving

- [#6982](https://github.com/mastra-ai/mastra/pull/6982) [`94e9f54`](https://github.com/mastra-ai/mastra/commit/94e9f547d66ef7cd01d9075ab53b5ca9a1cae100) Thanks [@wardpeet](https://github.com/wardpeet)! - Fix AI peerdeps for NPM install

- [#6942](https://github.com/mastra-ai/mastra/pull/6942) [`ca8ec2f`](https://github.com/mastra-ai/mastra/commit/ca8ec2f61884b9dfec5fc0d5f4f29d281ad13c01) Thanks [@wardpeet](https://github.com/wardpeet)! - Add zod as peerdeps for all packages

- Updated dependencies [[`0778757`](https://github.com/mastra-ai/mastra/commit/07787570e4addbd501522037bd2542c3d9e26822), [`943a7f3`](https://github.com/mastra-ai/mastra/commit/943a7f3dbc6a8ab3f9b7bc7c8a1c5b319c3d7f56), [`bf504a8`](https://github.com/mastra-ai/mastra/commit/bf504a833051f6f321d832cc7d631f3cb86d657b), [`be49354`](https://github.com/mastra-ai/mastra/commit/be493546dca540101923ec700feb31f9a13939f2), [`d591ab3`](https://github.com/mastra-ai/mastra/commit/d591ab3ecc985c1870c0db347f8d7a20f7360536), [`ba82abe`](https://github.com/mastra-ai/mastra/commit/ba82abe76e869316bb5a9c95e8ea3946f3436fae), [`727f7e5`](https://github.com/mastra-ai/mastra/commit/727f7e5086e62e0dfe3356fb6dcd8bcb420af246), [`e6f5046`](https://github.com/mastra-ai/mastra/commit/e6f50467aff317e67e8bd74c485c3fbe2a5a6db1), [`82d9f64`](https://github.com/mastra-ai/mastra/commit/82d9f647fbe4f0177320e7c05073fce88599aa95), [`2e58325`](https://github.com/mastra-ai/mastra/commit/2e58325beb170f5b92f856e27d915cd26917e5e6), [`1191ce9`](https://github.com/mastra-ai/mastra/commit/1191ce946b40ed291e7877a349f8388e3cff7e5c), [`4189486`](https://github.com/mastra-ai/mastra/commit/4189486c6718fda78347bdf4ce4d3fc33b2236e1), [`ca8ec2f`](https://github.com/mastra-ai/mastra/commit/ca8ec2f61884b9dfec5fc0d5f4f29d281ad13c01), [`9613558`](https://github.com/mastra-ai/mastra/commit/9613558e6475f4710e05d1be7553a32ee7bddc20)]:
  - @mastra/core@0.15.0

## 1.2.0-alpha.2

### Minor Changes

- [#7032](https://github.com/mastra-ai/mastra/pull/7032) [`1191ce9`](https://github.com/mastra-ai/mastra/commit/1191ce946b40ed291e7877a349f8388e3cff7e5c) Thanks [@wardpeet](https://github.com/wardpeet)! - Bump zod peerdep to 3.25.0 to support both v3/v4

### Patch Changes

- Updated dependencies [[`1191ce9`](https://github.com/mastra-ai/mastra/commit/1191ce946b40ed291e7877a349f8388e3cff7e5c)]:
  - @mastra/core@0.15.0-alpha.4

## 1.2.0-alpha.1

### Minor Changes

- [#7028](https://github.com/mastra-ai/mastra/pull/7028) [`da58ccc`](https://github.com/mastra-ai/mastra/commit/da58ccc1f2ac33da0cb97b00443fc6208b45bdec) Thanks [@wardpeet](https://github.com/wardpeet)! - Bump core peerdependency

### Patch Changes

- Updated dependencies []:
  - @mastra/core@0.15.0-alpha.3

## 1.1.1-alpha.0

### Patch Changes

- [#6996](https://github.com/mastra-ai/mastra/pull/6996) [`24d9ee3`](https://github.com/mastra-ai/mastra/commit/24d9ee3db1c09d15f27a5d0971b102abcfcf7dfd) Thanks [@wardpeet](https://github.com/wardpeet)! - Improve type resolving

- [#6982](https://github.com/mastra-ai/mastra/pull/6982) [`94e9f54`](https://github.com/mastra-ai/mastra/commit/94e9f547d66ef7cd01d9075ab53b5ca9a1cae100) Thanks [@wardpeet](https://github.com/wardpeet)! - Fix AI peerdeps for NPM install

- [#6942](https://github.com/mastra-ai/mastra/pull/6942) [`ca8ec2f`](https://github.com/mastra-ai/mastra/commit/ca8ec2f61884b9dfec5fc0d5f4f29d281ad13c01) Thanks [@wardpeet](https://github.com/wardpeet)! - Add zod as peerdeps for all packages

- Updated dependencies [[`943a7f3`](https://github.com/mastra-ai/mastra/commit/943a7f3dbc6a8ab3f9b7bc7c8a1c5b319c3d7f56), [`be49354`](https://github.com/mastra-ai/mastra/commit/be493546dca540101923ec700feb31f9a13939f2), [`d591ab3`](https://github.com/mastra-ai/mastra/commit/d591ab3ecc985c1870c0db347f8d7a20f7360536), [`ba82abe`](https://github.com/mastra-ai/mastra/commit/ba82abe76e869316bb5a9c95e8ea3946f3436fae), [`727f7e5`](https://github.com/mastra-ai/mastra/commit/727f7e5086e62e0dfe3356fb6dcd8bcb420af246), [`82d9f64`](https://github.com/mastra-ai/mastra/commit/82d9f647fbe4f0177320e7c05073fce88599aa95), [`4189486`](https://github.com/mastra-ai/mastra/commit/4189486c6718fda78347bdf4ce4d3fc33b2236e1), [`ca8ec2f`](https://github.com/mastra-ai/mastra/commit/ca8ec2f61884b9dfec5fc0d5f4f29d281ad13c01)]:
  - @mastra/core@0.14.2-alpha.1

## 1.1.0

### Minor Changes

- 03997ae: Update peer deps of core

### Patch Changes

- 2454423: Agentic loop and streaming workflow: generateVNext and streamVNext
- Updated dependencies [227c7e6]
- Updated dependencies [12cae67]
- Updated dependencies [fd3a3eb]
- Updated dependencies [6faaee5]
- Updated dependencies [4232b14]
- Updated dependencies [a89de7e]
- Updated dependencies [5a37d0c]
- Updated dependencies [4bde0cb]
- Updated dependencies [cf4f357]
- Updated dependencies [ad888a2]
- Updated dependencies [481751d]
- Updated dependencies [2454423]
- Updated dependencies [194e395]
- Updated dependencies [a722c0b]
- Updated dependencies [c30bca8]
- Updated dependencies [3b5fec7]
- Updated dependencies [a8f129d]
  - @mastra/core@0.14.0

## 1.1.0-alpha.1

### Minor Changes

- 03997ae: Update peer deps of core

### Patch Changes

- @mastra/core@0.14.0-alpha.7

## 1.0.9-alpha.0

### Patch Changes

- a741dde: generateVNext plumbing
- Updated dependencies [0a7f675]
- Updated dependencies [12cae67]
- Updated dependencies [5a37d0c]
- Updated dependencies [4bde0cb]
- Updated dependencies [1a80071]
- Updated dependencies [36a3be8]
- Updated dependencies [361757b]
- Updated dependencies [2bb9955]
- Updated dependencies [2454423]
- Updated dependencies [a44d91e]
- Updated dependencies [dfb91e9]
- Updated dependencies [a741dde]
- Updated dependencies [7cb3fc0]
- Updated dependencies [195eabb]
- Updated dependencies [b78b95b]
  - @mastra/core@0.14.0-alpha.4

## 1.0.8

### Patch Changes

- 1be6004: Added semantic markdown chunking strategy.
- Updated dependencies [d5330bf]
- Updated dependencies [2e74797]
- Updated dependencies [8388649]
- Updated dependencies [a239d41]
- Updated dependencies [dd94a26]
- Updated dependencies [3ba6772]
- Updated dependencies [b5cf2a3]
- Updated dependencies [2fff911]
- Updated dependencies [b32c50d]
- Updated dependencies [63449d0]
- Updated dependencies [121a3f8]
- Updated dependencies [ec510e7]
  - @mastra/core@0.13.2

## 1.0.8-alpha.0

### Patch Changes

- 1be6004: Added semantic markdown chunking strategy.
- Updated dependencies [8388649]
- Updated dependencies [dd94a26]
- Updated dependencies [3ba6772]
- Updated dependencies [2fff911]
  - @mastra/core@0.13.2-alpha.0

## 1.0.7

### Patch Changes

- 351b36e: update evals and rag ai sdk package versions
- ccd519c: Add sentence chunking strategy and strategy-specific parameter validation for all existing strategies.
- 4a406ec: fixes TypeScript declaration file imports to ensure proper ESM compatibility
- Updated dependencies [cb36de0]
- Updated dependencies [d0496e6]
- Updated dependencies [a82b851]
- Updated dependencies [ea0c5f2]
- Updated dependencies [41a0a0e]
- Updated dependencies [2871020]
- Updated dependencies [94f4812]
- Updated dependencies [e202b82]
- Updated dependencies [e00f6a0]
- Updated dependencies [4a406ec]
- Updated dependencies [b0e43c1]
- Updated dependencies [5d377e5]
- Updated dependencies [1fb812e]
- Updated dependencies [35c5798]
  - @mastra/core@0.13.0

## 1.0.7-alpha.1

### Patch Changes

- 4a406ec: fixes TypeScript declaration file imports to ensure proper ESM compatibility
- Updated dependencies [cb36de0]
- Updated dependencies [a82b851]
- Updated dependencies [41a0a0e]
- Updated dependencies [2871020]
- Updated dependencies [4a406ec]
- Updated dependencies [5d377e5]
  - @mastra/core@0.13.0-alpha.2

## 1.0.7-alpha.0

### Patch Changes

- 351b36e: update evals and rag ai sdk package versions
- ccd519c: Add sentence chunking strategy and strategy-specific parameter validation for all existing strategies.
- Updated dependencies [ea0c5f2]
- Updated dependencies [b0e43c1]
- Updated dependencies [1fb812e]
- Updated dependencies [35c5798]
  - @mastra/core@0.13.0-alpha.1

## 1.0.6

### Patch Changes

- 613eec3: dependencies updates:
  - Updated dependency [`node-html-better-parser@^1.5.2` ↗︎](https://www.npmjs.com/package/node-html-better-parser/v/1.5.2) (from `^1.5.1`, in `dependencies`)
- Updated dependencies [33dcb07]
- Updated dependencies [d0d9500]
- Updated dependencies [d30b1a0]
- Updated dependencies [bff87f7]
- Updated dependencies [b4a8df0]
  - @mastra/core@0.12.1

## 1.0.6-alpha.0

### Patch Changes

- 613eec3: dependencies updates:
  - Updated dependency [`node-html-better-parser@^1.5.2` ↗︎](https://www.npmjs.com/package/node-html-better-parser/v/1.5.2) (from `^1.5.1`, in `dependencies`)
- Updated dependencies [33dcb07]
- Updated dependencies [d30b1a0]
- Updated dependencies [bff87f7]
- Updated dependencies [b4a8df0]
  - @mastra/core@0.12.1-alpha.0

## 1.0.5

### Patch Changes

- fc437d9: dependencies updates:
  - Updated dependency [`node-html-better-parser@^1.5.1` ↗︎](https://www.npmjs.com/package/node-html-better-parser/v/1.5.1) (from `^1.4.11`, in `dependencies`)
- b5a6da2: Allow vector query tool to be used without a Mastra server
- f42c4c2: update peer deps for packages to latest core range
- Updated dependencies [510e2c8]
- Updated dependencies [2f72fb2]
- Updated dependencies [27cc97a]
- Updated dependencies [3f89307]
- Updated dependencies [9eda7d4]
- Updated dependencies [9d49408]
- Updated dependencies [41daa63]
- Updated dependencies [ad0a58b]
- Updated dependencies [254a36b]
- Updated dependencies [2ecf658]
- Updated dependencies [7a7754f]
- Updated dependencies [fc92d80]
- Updated dependencies [e0f73c6]
- Updated dependencies [0b89602]
- Updated dependencies [4d37822]
- Updated dependencies [23a6a7c]
- Updated dependencies [cda801d]
- Updated dependencies [a77c823]
- Updated dependencies [ff9c125]
- Updated dependencies [09bca64]
- Updated dependencies [b8efbb9]
- Updated dependencies [71466e7]
- Updated dependencies [0c99fbe]
  - @mastra/core@0.12.0

## 1.0.5-alpha.1

### Patch Changes

- f42c4c2: update peer deps for packages to latest core range
  - @mastra/core@0.12.0-alpha.5

## 1.0.5-alpha.0

### Patch Changes

- fc437d9: dependencies updates:
  - Updated dependency [`node-html-better-parser@^1.5.1` ↗︎](https://www.npmjs.com/package/node-html-better-parser/v/1.5.1) (from `^1.4.11`, in `dependencies`)
- b5a6da2: Allow vector query tool to be used without a Mastra server
- Updated dependencies [510e2c8]
- Updated dependencies [2f72fb2]
- Updated dependencies [3f89307]
- Updated dependencies [9eda7d4]
- Updated dependencies [9d49408]
- Updated dependencies [2ecf658]
- Updated dependencies [7a7754f]
- Updated dependencies [fc92d80]
- Updated dependencies [23a6a7c]
- Updated dependencies [09bca64]
  - @mastra/core@0.12.0-alpha.0

## 1.0.4

### Patch Changes

- ce088f5: Update all peerdeps to latest core
  - @mastra/core@0.11.1

## 1.0.3

### Patch Changes

- edff568: Export types changeset
- 89ec9d4: remove cohere-ai client dependency and just make a fetch call
- Updated dependencies [0b56518]
- Updated dependencies [db5cc15]
- Updated dependencies [2ba5b76]
- Updated dependencies [5237998]
- Updated dependencies [c3a30de]
- Updated dependencies [37c1acd]
- Updated dependencies [1aa60b1]
- Updated dependencies [89ec9d4]
- Updated dependencies [cf3a184]
- Updated dependencies [d6bfd60]
- Updated dependencies [626b0f4]
- Updated dependencies [c22a91f]
- Updated dependencies [f7403ab]
- Updated dependencies [6c89d7f]
  - @mastra/core@0.10.15

## 1.0.3-alpha.0

### Patch Changes

- edff568: Export types changeset
- 89ec9d4: remove cohere-ai client dependency and just make a fetch call
- Updated dependencies [db5cc15]
- Updated dependencies [5237998]
- Updated dependencies [37c1acd]
- Updated dependencies [1aa60b1]
- Updated dependencies [89ec9d4]
- Updated dependencies [626b0f4]
- Updated dependencies [c22a91f]
- Updated dependencies [f7403ab]
- Updated dependencies [6c89d7f]
  - @mastra/core@0.10.15-alpha.0

## 1.0.2

### Patch Changes

- 43da563: Refactor relevance provider
- Updated dependencies [2873c7f]
- Updated dependencies [1c1c6a1]
- Updated dependencies [f8ce2cc]
- Updated dependencies [8c846b6]
- Updated dependencies [c7bbf1e]
- Updated dependencies [8722d53]
- Updated dependencies [565cc0c]
- Updated dependencies [b790fd1]
- Updated dependencies [132027f]
- Updated dependencies [0c85311]
- Updated dependencies [d7ed04d]
- Updated dependencies [cb16baf]
- Updated dependencies [f36e4f1]
- Updated dependencies [7f6e403]
  - @mastra/core@0.10.11

## 1.0.2-alpha.0

### Patch Changes

- 43da563: Refactor relevance provider
- Updated dependencies [c7bbf1e]
- Updated dependencies [8722d53]
- Updated dependencies [132027f]
- Updated dependencies [0c85311]
- Updated dependencies [cb16baf]
  - @mastra/core@0.10.11-alpha.3

## 1.0.1

### Patch Changes

- 8e1b6e9: dependencies updates:
  - Updated dependency [`zod@^3.25.67` ↗︎](https://www.npmjs.com/package/zod/v/3.25.67) (from `^3.25.57`, in `dependencies`)
- a85fa13: Add model to createVectorQueryTool runtimeContext
- Updated dependencies [15e9d26]
- Updated dependencies [d1baedb]
- Updated dependencies [d8f2d19]
- Updated dependencies [4d21bf2]
- Updated dependencies [07d6d88]
- Updated dependencies [9d52b17]
- Updated dependencies [2097952]
- Updated dependencies [792c4c0]
- Updated dependencies [5d74aab]
- Updated dependencies [a8b194f]
- Updated dependencies [4fb0cc2]
- Updated dependencies [d2a7a31]
- Updated dependencies [502fe05]
- Updated dependencies [144eb0b]
- Updated dependencies [8ba1b51]
- Updated dependencies [4efcfa0]
- Updated dependencies [0e17048]
  - @mastra/core@0.10.7

## 1.0.1-alpha.0

### Patch Changes

- 8e1b6e9: dependencies updates:
  - Updated dependency [`zod@^3.25.67` ↗︎](https://www.npmjs.com/package/zod/v/3.25.67) (from `^3.25.57`, in `dependencies`)
- a85fa13: Add model to createVectorQueryTool runtimeContext
- Updated dependencies [15e9d26]
- Updated dependencies [07d6d88]
- Updated dependencies [5d74aab]
- Updated dependencies [144eb0b]
  - @mastra/core@0.10.7-alpha.2

## 1.0.0

### Major Changes

- 75136cd: Add LaTeX chunking support by adding a case for Language.LATEX in getSeparatorsForLanguage.

### Patch Changes

- 63f6b7d: dependencies updates:
  - Updated dependency [`zod@^3.25.57` ↗︎](https://www.npmjs.com/package/zod/v/3.25.57) (from `^3.25.56`, in `dependencies`)
- Updated dependencies [63f6b7d]
- Updated dependencies [12a95fc]
- Updated dependencies [4b0f8a6]
- Updated dependencies [51264a5]
- Updated dependencies [8e6f677]
- Updated dependencies [d70c420]
- Updated dependencies [ee9af57]
- Updated dependencies [36f1c36]
- Updated dependencies [2a16996]
- Updated dependencies [10d352e]
- Updated dependencies [9589624]
- Updated dependencies [53d3c37]
- Updated dependencies [751c894]
- Updated dependencies [577ce3a]
- Updated dependencies [9260b3a]
  - @mastra/core@0.10.6

## 1.0.0-alpha.0

### Major Changes

- 75136cd: Add LaTeX chunking support by adding a case for Language.LATEX in getSeparatorsForLanguage.

### Patch Changes

- 63f6b7d: dependencies updates:
  - Updated dependency [`zod@^3.25.57` ↗︎](https://www.npmjs.com/package/zod/v/3.25.57) (from `^3.25.56`, in `dependencies`)
- Updated dependencies [63f6b7d]
- Updated dependencies [36f1c36]
- Updated dependencies [10d352e]
- Updated dependencies [53d3c37]
  - @mastra/core@0.10.6-alpha.0

## 0.10.3

### Patch Changes

- 71999e9: dependencies updates:
  - Updated dependency [`js-tiktoken@^1.0.20` ↗︎](https://www.npmjs.com/package/js-tiktoken/v/1.0.20) (from `^1.0.19`, in `dependencies`)
  - Updated dependency [`node-html-better-parser@^1.4.11` ↗︎](https://www.npmjs.com/package/node-html-better-parser/v/1.4.11) (from `^1.4.7`, in `dependencies`)
- 1ccccff: dependencies updates:
  - Updated dependency [`zod@^3.25.56` ↗︎](https://www.npmjs.com/package/zod/v/3.25.56) (from `^3.24.3`, in `dependencies`)
- 1ccccff: dependencies updates:
  - Updated dependency [`zod@^3.25.56` ↗︎](https://www.npmjs.com/package/zod/v/3.25.56) (from `^3.24.3`, in `dependencies`)
- Updated dependencies [d1ed912]
- Updated dependencies [f6fd25f]
- Updated dependencies [dffb67b]
- Updated dependencies [f1f1f1b]
- Updated dependencies [925ab94]
- Updated dependencies [f9816ae]
- Updated dependencies [82090c1]
- Updated dependencies [1b443fd]
- Updated dependencies [ce97900]
- Updated dependencies [f1309d3]
- Updated dependencies [14a2566]
- Updated dependencies [f7f8293]
- Updated dependencies [48eddb9]
  - @mastra/core@0.10.4

## 0.10.3-alpha.1

### Patch Changes

- 1ccccff: dependencies updates:
  - Updated dependency [`zod@^3.25.56` ↗︎](https://www.npmjs.com/package/zod/v/3.25.56) (from `^3.24.3`, in `dependencies`)
- 1ccccff: dependencies updates:
  - Updated dependency [`zod@^3.25.56` ↗︎](https://www.npmjs.com/package/zod/v/3.25.56) (from `^3.24.3`, in `dependencies`)
- Updated dependencies [f6fd25f]
- Updated dependencies [dffb67b]
- Updated dependencies [f1309d3]
- Updated dependencies [f7f8293]
  - @mastra/core@0.10.4-alpha.1

## 0.10.3-alpha.0

### Patch Changes

- 71999e9: dependencies updates:
  - Updated dependency [`js-tiktoken@^1.0.20` ↗︎](https://www.npmjs.com/package/js-tiktoken/v/1.0.20) (from `^1.0.19`, in `dependencies`)
  - Updated dependency [`node-html-better-parser@^1.4.11` ↗︎](https://www.npmjs.com/package/node-html-better-parser/v/1.4.11) (from `^1.4.7`, in `dependencies`)
- Updated dependencies [d1ed912]
- Updated dependencies [f1f1f1b]
- Updated dependencies [f9816ae]
- Updated dependencies [82090c1]
- Updated dependencies [1b443fd]
- Updated dependencies [ce97900]
- Updated dependencies [14a2566]
  - @mastra/core@0.10.4-alpha.0

## 0.10.2

### Patch Changes

- a60d630: Adds runtime and initialization DB specific configuration to createVectorQueryTool to account for different configuration between db providers.
- f0d559f: Fix peerdeps for alpha channel
- Updated dependencies [ee77e78]
- Updated dependencies [592a2db]
- Updated dependencies [e5dc18d]
- Updated dependencies [ab5adbe]
- Updated dependencies [1e8bb40]
- Updated dependencies [1b5fc55]
- Updated dependencies [195c428]
- Updated dependencies [f73e11b]
- Updated dependencies [37643b8]
- Updated dependencies [99fd6cf]
- Updated dependencies [c5bf1ce]
- Updated dependencies [add596e]
- Updated dependencies [8dc94d8]
- Updated dependencies [ecebbeb]
- Updated dependencies [79d5145]
- Updated dependencies [12b7002]
- Updated dependencies [2901125]
  - @mastra/core@0.10.2

## 0.10.2-alpha.1

### Patch Changes

- a60d630: Adds runtime and initialization DB specific configuration to createVectorQueryTool to account for different configuration between db providers.
- Updated dependencies [1b5fc55]
- Updated dependencies [add596e]
- Updated dependencies [ecebbeb]
  - @mastra/core@0.10.2-alpha.5

## 0.10.2-alpha.0

### Patch Changes

- f0d559f: Fix peerdeps for alpha channel
- Updated dependencies [1e8bb40]
  - @mastra/core@0.10.2-alpha.2

## 0.10.1

### Patch Changes

- 8784cef: Changed stripHeaders for markdown chunking to strip headers correctly from output when true
- f56fd29: added return type for vector-query and graph-rag
- Updated dependencies [d70b807]
- Updated dependencies [6d16390]
- Updated dependencies [1e4a421]
- Updated dependencies [200d0da]
- Updated dependencies [bf5f17b]
- Updated dependencies [5343f93]
- Updated dependencies [38aee50]
- Updated dependencies [5c41100]
- Updated dependencies [d6a759b]
- Updated dependencies [6015bdf]
  - @mastra/core@0.10.1

## 0.10.1-alpha.1

### Patch Changes

- f56fd29: added return type for vector-query and graph-rag

## 0.10.1-alpha.0

### Patch Changes

- 8784cef: Changed stripHeaders for markdown chunking to strip headers correctly from output when true
- Updated dependencies [6d16390]
- Updated dependencies [1e4a421]
  - @mastra/core@0.10.1-alpha.0

## 0.10.0

### Minor Changes

- 83da932: Move @mastra/core to peerdeps

### Patch Changes

- 4424836: [MASTRA-2591] Rag Tool Return Types
- 8cdd799: [MASTRA-3078] added sources to return for vector query tool
- 4f62987: update rerank weight sum to use big.js
- Updated dependencies [b3a3d63]
- Updated dependencies [344f453]
- Updated dependencies [0a3ae6d]
- Updated dependencies [95911be]
- Updated dependencies [f53a6ac]
- Updated dependencies [5eb5a99]
- Updated dependencies [7e632c5]
- Updated dependencies [1e9fbfa]
- Updated dependencies [eabdcd9]
- Updated dependencies [90be034]
- Updated dependencies [99f050a]
- Updated dependencies [d0ee3c6]
- Updated dependencies [b2ae5aa]
- Updated dependencies [23f258c]
- Updated dependencies [a7292b0]
- Updated dependencies [0dcb9f0]
- Updated dependencies [2672a05]
  - @mastra/core@0.10.0

## 0.2.0-alpha.1

### Minor Changes

- 83da932: Move @mastra/core to peerdeps

### Patch Changes

- 4424836: [MASTRA-2591] Rag Tool Return Types
- 8cdd799: [MASTRA-3078] added sources to return for vector query tool
- 4f62987: update rerank weight sum to use big.js
- Updated dependencies [b3a3d63]
- Updated dependencies [344f453]
- Updated dependencies [0a3ae6d]
- Updated dependencies [95911be]
- Updated dependencies [5eb5a99]
- Updated dependencies [7e632c5]
- Updated dependencies [1e9fbfa]
- Updated dependencies [b2ae5aa]
- Updated dependencies [a7292b0]
- Updated dependencies [0dcb9f0]
  - @mastra/core@0.10.0-alpha.1

## 0.1.24-alpha.0

### Patch Changes

- Updated dependencies [f53a6ac]
- Updated dependencies [eabdcd9]
- Updated dependencies [90be034]
- Updated dependencies [99f050a]
- Updated dependencies [d0ee3c6]
- Updated dependencies [23f258c]
- Updated dependencies [2672a05]
  - @mastra/core@0.9.5-alpha.0

## 0.1.23

### Patch Changes

- Updated dependencies [396be50]
- Updated dependencies [ab80e7e]
- Updated dependencies [c3bd795]
- Updated dependencies [da082f8]
- Updated dependencies [a5810ce]
- Updated dependencies [3e9c131]
- Updated dependencies [3171b5b]
- Updated dependencies [973e5ac]
- Updated dependencies [daf942f]
- Updated dependencies [0b8b868]
- Updated dependencies [9e1eff5]
- Updated dependencies [6fa1ad1]
- Updated dependencies [c28d7a0]
- Updated dependencies [edf1e88]
  - @mastra/core@0.9.4

## 0.1.23-alpha.4

### Patch Changes

- Updated dependencies [3e9c131]
  - @mastra/core@0.9.4-alpha.4

## 0.1.23-alpha.3

### Patch Changes

- Updated dependencies [396be50]
- Updated dependencies [c3bd795]
- Updated dependencies [da082f8]
- Updated dependencies [a5810ce]
  - @mastra/core@0.9.4-alpha.3

## 0.1.23-alpha.2

### Patch Changes

- Updated dependencies [3171b5b]
- Updated dependencies [973e5ac]
- Updated dependencies [9e1eff5]
  - @mastra/core@0.9.4-alpha.2

## 0.1.23-alpha.1

### Patch Changes

- Updated dependencies [ab80e7e]
- Updated dependencies [6fa1ad1]
- Updated dependencies [c28d7a0]
- Updated dependencies [edf1e88]
  - @mastra/core@0.9.4-alpha.1

## 0.1.23-alpha.0

### Patch Changes

- Updated dependencies [daf942f]
- Updated dependencies [0b8b868]
  - @mastra/core@0.9.4-alpha.0

## 0.1.22

### Patch Changes

- Updated dependencies [e450778]
- Updated dependencies [8902157]
- Updated dependencies [ca0dc88]
- Updated dependencies [526c570]
- Updated dependencies [d7a6a33]
- Updated dependencies [9cd1a46]
- Updated dependencies [b5d2de0]
- Updated dependencies [644f8ad]
- Updated dependencies [70dbf51]
  - @mastra/core@0.9.3

## 0.1.22-alpha.1

### Patch Changes

- Updated dependencies [e450778]
- Updated dependencies [8902157]
- Updated dependencies [ca0dc88]
- Updated dependencies [9cd1a46]
- Updated dependencies [70dbf51]
  - @mastra/core@0.9.3-alpha.1

## 0.1.22-alpha.0

### Patch Changes

- Updated dependencies [526c570]
- Updated dependencies [b5d2de0]
- Updated dependencies [644f8ad]
  - @mastra/core@0.9.3-alpha.0

## 0.1.21

### Patch Changes

- 2cf3b8f: dependencies updates:
  - Updated dependency [`zod@^3.24.3` ↗︎](https://www.npmjs.com/package/zod/v/3.24.3) (from `^3.24.2`, in `dependencies`)
- Updated dependencies [6052aa6]
- Updated dependencies [967b41c]
- Updated dependencies [3d2fb5c]
- Updated dependencies [26738f4]
- Updated dependencies [4155f47]
- Updated dependencies [7eeb2bc]
- Updated dependencies [b804723]
- Updated dependencies [8607972]
- Updated dependencies [ccef9f9]
- Updated dependencies [0097d50]
- Updated dependencies [7eeb2bc]
- Updated dependencies [17826a9]
- Updated dependencies [7d8b7c7]
- Updated dependencies [fba031f]
- Updated dependencies [3a5f1e1]
- Updated dependencies [51e6923]
- Updated dependencies [8398d89]
  - @mastra/core@0.9.2

## 0.1.21-alpha.6

### Patch Changes

- Updated dependencies [6052aa6]
- Updated dependencies [7d8b7c7]
- Updated dependencies [3a5f1e1]
- Updated dependencies [8398d89]
  - @mastra/core@0.9.2-alpha.6

## 0.1.21-alpha.5

### Patch Changes

- Updated dependencies [3d2fb5c]
- Updated dependencies [7eeb2bc]
- Updated dependencies [8607972]
- Updated dependencies [7eeb2bc]
- Updated dependencies [fba031f]
  - @mastra/core@0.9.2-alpha.5

## 0.1.21-alpha.4

### Patch Changes

- Updated dependencies [ccef9f9]
- Updated dependencies [51e6923]
  - @mastra/core@0.9.2-alpha.4

## 0.1.21-alpha.3

### Patch Changes

- Updated dependencies [967b41c]
- Updated dependencies [4155f47]
- Updated dependencies [17826a9]
  - @mastra/core@0.9.2-alpha.3

## 0.1.21-alpha.2

### Patch Changes

- Updated dependencies [26738f4]
  - @mastra/core@0.9.2-alpha.2

## 0.1.21-alpha.1

### Patch Changes

- Updated dependencies [b804723]
  - @mastra/core@0.9.2-alpha.1

## 0.1.21-alpha.0

### Patch Changes

- Updated dependencies [0097d50]
  - @mastra/core@0.9.2-alpha.0

## 0.1.20

### Patch Changes

- 6278b62: [MASTRA-3185] Remove Llamaindex
- 8fb46d6: [MASTRA-3171] pin llamaindex version to 0.9.6
- 5f826d9: Moved vector store specific prompts from @mastra/rag to be exported from the store that the prompt belongs to, ie @mastra/pg
- db1d220: switch to llamaindex core pinned version
- c4c6f04: added and updated docs for mongodb
- Updated dependencies [405b63d]
- Updated dependencies [81fb7f6]
- Updated dependencies [20275d4]
- Updated dependencies [7d1892c]
- Updated dependencies [a90a082]
- Updated dependencies [2d17c73]
- Updated dependencies [61e92f5]
- Updated dependencies [35955b0]
- Updated dependencies [6262bd5]
- Updated dependencies [c1409ef]
- Updated dependencies [3e7b69d]
- Updated dependencies [e4943b8]
- Updated dependencies [11d4485]
- Updated dependencies [479f490]
- Updated dependencies [c23a81c]
- Updated dependencies [2d4001d]
- Updated dependencies [c71013a]
- Updated dependencies [1d3b1cd]
  - @mastra/core@0.9.1

## 0.1.20-alpha.8

### Patch Changes

- Updated dependencies [2d17c73]
  - @mastra/core@0.9.1-alpha.8

## 0.1.20-alpha.7

### Patch Changes

- Updated dependencies [1d3b1cd]
  - @mastra/core@0.9.1-alpha.7

## 0.1.20-alpha.6

### Patch Changes

- Updated dependencies [c23a81c]
  - @mastra/core@0.9.1-alpha.6

## 0.1.20-alpha.5

### Patch Changes

- 5f826d9: Moved vector store specific prompts from @mastra/rag to be exported from the store that the prompt belongs to, ie @mastra/pg
- Updated dependencies [3e7b69d]
  - @mastra/core@0.9.1-alpha.5

## 0.1.20-alpha.4

### Patch Changes

- Updated dependencies [e4943b8]
- Updated dependencies [479f490]
  - @mastra/core@0.9.1-alpha.4

## 0.1.20-alpha.3

### Patch Changes

- c4c6f04: added and updated docs for mongodb
- Updated dependencies [6262bd5]
  - @mastra/core@0.9.1-alpha.3

## 0.1.20-alpha.2

### Patch Changes

- Updated dependencies [405b63d]
- Updated dependencies [61e92f5]
- Updated dependencies [c71013a]
  - @mastra/core@0.9.1-alpha.2

## 0.1.20-alpha.1

### Patch Changes

- 6278b62: [MASTRA-3185] Remove Llamaindex
- 8fb46d6: [MASTRA-3171] pin llamaindex version to 0.9.6
- db1d220: switch to llamaindex core pinned version
- Updated dependencies [20275d4]
- Updated dependencies [7d1892c]
- Updated dependencies [a90a082]
- Updated dependencies [35955b0]
- Updated dependencies [c1409ef]
- Updated dependencies [11d4485]
- Updated dependencies [2d4001d]
  - @mastra/core@0.9.1-alpha.1

## 0.1.20-alpha.0

### Patch Changes

- Updated dependencies [81fb7f6]
  - @mastra/core@0.9.1-alpha.0

## 0.1.19

### Patch Changes

- f850f80: use custom extractors rather than llamaindex versions, and remove @llamaindex/core and @llamaindex/env packages
- Updated dependencies [000a6d4]
- Updated dependencies [08bb78e]
- Updated dependencies [ed2f549]
- Updated dependencies [7e92011]
- Updated dependencies [9ee4293]
- Updated dependencies [03f3cd0]
- Updated dependencies [c0f22b4]
- Updated dependencies [71d9444]
- Updated dependencies [157c741]
- Updated dependencies [8a8a73b]
- Updated dependencies [0a033fa]
- Updated dependencies [fe3ae4d]
- Updated dependencies [9c26508]
- Updated dependencies [0f4eae3]
- Updated dependencies [16a8648]
- Updated dependencies [6f92295]
  - @mastra/core@0.9.0

## 0.1.19-alpha.8

### Patch Changes

- Updated dependencies [000a6d4]
- Updated dependencies [ed2f549]
- Updated dependencies [c0f22b4]
- Updated dependencies [0a033fa]
- Updated dependencies [9c26508]
- Updated dependencies [0f4eae3]
- Updated dependencies [16a8648]
  - @mastra/core@0.9.0-alpha.8

## 0.1.19-alpha.7

### Patch Changes

- Updated dependencies [71d9444]
  - @mastra/core@0.9.0-alpha.7

## 0.1.19-alpha.6

### Patch Changes

- Updated dependencies [157c741]
  - @mastra/core@0.9.0-alpha.6

## 0.1.19-alpha.5

### Patch Changes

- Updated dependencies [08bb78e]
  - @mastra/core@0.9.0-alpha.5

## 0.1.19-alpha.4

### Patch Changes

- f850f80: use custom extractors rather than llamaindex versions, and remove @llamaindex/core and @llamaindex/env packages
- Updated dependencies [7e92011]
  - @mastra/core@0.9.0-alpha.4

## 0.1.19-alpha.3

### Patch Changes

- Updated dependencies [fe3ae4d]
  - @mastra/core@0.9.0-alpha.3

## 0.1.19-alpha.2

### Patch Changes

- Updated dependencies [9ee4293]
  - @mastra/core@0.8.4-alpha.2

## 0.1.19-alpha.1

### Patch Changes

- Updated dependencies [8a8a73b]
- Updated dependencies [6f92295]
  - @mastra/core@0.8.4-alpha.1

## 0.1.19-alpha.0

### Patch Changes

- Updated dependencies [03f3cd0]
  - @mastra/core@0.8.4-alpha.0

## 0.1.18

### Patch Changes

- 18d0758: [MASTRA-3073] added error logging and more debug logs to vector-query and graph-rag
- 37bb612: Add Elastic-2.0 licensing for packages
- Updated dependencies [d72318f]
- Updated dependencies [0bcc862]
- Updated dependencies [10a8caf]
- Updated dependencies [359b089]
- Updated dependencies [32e7b71]
- Updated dependencies [37bb612]
- Updated dependencies [7f1b291]
  - @mastra/core@0.8.3

## 0.1.18-alpha.6

### Patch Changes

- Updated dependencies [d72318f]
  - @mastra/core@0.8.3-alpha.5

## 0.1.18-alpha.5

### Patch Changes

- 18d0758: [MASTRA-3073] added error logging and more debug logs to vector-query and graph-rag

## 0.1.18-alpha.4

### Patch Changes

- Updated dependencies [7f1b291]
  - @mastra/core@0.8.3-alpha.4

## 0.1.18-alpha.3

### Patch Changes

- Updated dependencies [10a8caf]
  - @mastra/core@0.8.3-alpha.3

## 0.1.18-alpha.2

### Patch Changes

- Updated dependencies [0bcc862]
  - @mastra/core@0.8.3-alpha.2

## 0.1.18-alpha.1

### Patch Changes

- 37bb612: Add Elastic-2.0 licensing for packages
- Updated dependencies [32e7b71]
- Updated dependencies [37bb612]
  - @mastra/core@0.8.3-alpha.1

## 0.1.18-alpha.0

### Patch Changes

- Updated dependencies [359b089]
  - @mastra/core@0.8.3-alpha.0

## 0.1.17

### Patch Changes

- Updated dependencies [a06aadc]
  - @mastra/core@0.8.2

## 0.1.17-alpha.0

### Patch Changes

- Updated dependencies [a06aadc]
  - @mastra/core@0.8.2-alpha.0

## 0.1.16

### Patch Changes

- Updated dependencies [99e2998]
- Updated dependencies [8fdb414]
  - @mastra/core@0.8.1

## 0.1.16-alpha.0

### Patch Changes

- Updated dependencies [99e2998]
- Updated dependencies [8fdb414]
  - @mastra/core@0.8.1-alpha.0

## 0.1.15

### Patch Changes

- e47f529: Updated KeywordExtraction in chunk
- 7599d77: fix(deps): update ai sdk to ^4.2.2
- Updated dependencies [56c31b7]
- Updated dependencies [619c39d]
- Updated dependencies [5ae0180]
- Updated dependencies [fe56be0]
- Updated dependencies [93875ed]
- Updated dependencies [107bcfe]
- Updated dependencies [9bfa12b]
- Updated dependencies [515ebfb]
- Updated dependencies [5b4e19f]
- Updated dependencies [dbbbf80]
- Updated dependencies [a0967a0]
- Updated dependencies [fca3b21]
- Updated dependencies [88fa727]
- Updated dependencies [f37f535]
- Updated dependencies [a3f0e90]
- Updated dependencies [4d67826]
- Updated dependencies [6330967]
- Updated dependencies [8393832]
- Updated dependencies [6330967]
- Updated dependencies [99d43b9]
- Updated dependencies [d7e08e8]
- Updated dependencies [febc8a6]
- Updated dependencies [7599d77]
- Updated dependencies [0118361]
- Updated dependencies [619c39d]
- Updated dependencies [cafae83]
- Updated dependencies [8076ecf]
- Updated dependencies [8df4a77]
- Updated dependencies [304397c]
  - @mastra/core@0.8.0

## 0.1.15-alpha.8

### Patch Changes

- Updated dependencies [8df4a77]
  - @mastra/core@0.8.0-alpha.8

## 0.1.15-alpha.7

### Patch Changes

- Updated dependencies [febc8a6]
  - @mastra/core@0.8.0-alpha.7

## 0.1.15-alpha.6

### Patch Changes

- Updated dependencies [a3f0e90]
  - @mastra/core@0.8.0-alpha.6

## 0.1.15-alpha.5

### Patch Changes

- Updated dependencies [93875ed]
  - @mastra/core@0.8.0-alpha.5

## 0.1.15-alpha.4

### Patch Changes

- Updated dependencies [d7e08e8]
  - @mastra/core@0.8.0-alpha.4

## 0.1.15-alpha.3

### Patch Changes

- Updated dependencies [5ae0180]
- Updated dependencies [9bfa12b]
- Updated dependencies [515ebfb]
- Updated dependencies [88fa727]
- Updated dependencies [f37f535]
- Updated dependencies [4d67826]
- Updated dependencies [6330967]
- Updated dependencies [8393832]
- Updated dependencies [6330967]
  - @mastra/core@0.8.0-alpha.3

## 0.1.15-alpha.2

### Patch Changes

- Updated dependencies [56c31b7]
- Updated dependencies [dbbbf80]
- Updated dependencies [99d43b9]
  - @mastra/core@0.8.0-alpha.2

## 0.1.15-alpha.1

### Patch Changes

- e47f529: Updated KeywordExtraction in chunk
- Updated dependencies [619c39d]
- Updated dependencies [fe56be0]
- Updated dependencies [a0967a0]
- Updated dependencies [fca3b21]
- Updated dependencies [0118361]
- Updated dependencies [619c39d]
  - @mastra/core@0.8.0-alpha.1

## 0.1.15-alpha.0

### Patch Changes

- 7599d77: fix(deps): update ai sdk to ^4.2.2
- Updated dependencies [107bcfe]
- Updated dependencies [5b4e19f]
- Updated dependencies [7599d77]
- Updated dependencies [cafae83]
- Updated dependencies [8076ecf]
- Updated dependencies [304397c]
  - @mastra/core@0.7.1-alpha.0

## 0.1.14

### Patch Changes

- Updated dependencies [b4fbc59]
- Updated dependencies [a838fde]
- Updated dependencies [a8bd4cf]
- Updated dependencies [7a3eeb0]
- Updated dependencies [0b54522]
- Updated dependencies [b3b34f5]
- Updated dependencies [1af25d5]
- Updated dependencies [a4686e8]
- Updated dependencies [6530ad1]
- Updated dependencies [27439ad]
  - @mastra/core@0.7.0

## 0.1.14-alpha.3

### Patch Changes

- Updated dependencies [b3b34f5]
- Updated dependencies [a4686e8]
  - @mastra/core@0.7.0-alpha.3

## 0.1.14-alpha.2

### Patch Changes

- Updated dependencies [a838fde]
- Updated dependencies [a8bd4cf]
- Updated dependencies [7a3eeb0]
- Updated dependencies [6530ad1]
  - @mastra/core@0.7.0-alpha.2

## 0.1.14-alpha.1

### Patch Changes

- Updated dependencies [0b54522]
- Updated dependencies [1af25d5]
- Updated dependencies [27439ad]
  - @mastra/core@0.7.0-alpha.1

## 0.1.14-alpha.0

### Patch Changes

- Updated dependencies [b4fbc59]
  - @mastra/core@0.6.5-alpha.0

## 0.1.13

### Patch Changes

- ac30427: Updated inputschema for vectorquery tool
- Updated dependencies [6794797]
- Updated dependencies [fb68a80]
- Updated dependencies [b56a681]
- Updated dependencies [248cb07]
  - @mastra/core@0.6.4

## 0.1.13-alpha.2

### Patch Changes

- ac30427: Updated inputschema for vectorquery tool

## 0.1.13-alpha.1

### Patch Changes

- Updated dependencies [6794797]
  - @mastra/core@0.6.4-alpha.1

## 0.1.13-alpha.0

### Patch Changes

- Updated dependencies [fb68a80]
- Updated dependencies [b56a681]
- Updated dependencies [248cb07]
  - @mastra/core@0.6.4-alpha.0

## 0.1.12

### Patch Changes

- 404640e: AgentNetwork changeset
- Updated dependencies [404640e]
- Updated dependencies [3bce733]
  - @mastra/core@0.6.3

## 0.1.12-alpha.1

### Patch Changes

- Updated dependencies [3bce733]
  - @mastra/core@0.6.3-alpha.1

## 0.1.12-alpha.0

### Patch Changes

- 404640e: AgentNetwork changeset
- Updated dependencies [404640e]
  - @mastra/core@0.6.3-alpha.0

## 0.1.11

### Patch Changes

- Updated dependencies [beaf1c2]
- Updated dependencies [3084e13]
  - @mastra/core@0.6.2

## 0.1.11-alpha.0

### Patch Changes

- Updated dependencies [beaf1c2]
- Updated dependencies [3084e13]
  - @mastra/core@0.6.2-alpha.0

## 0.1.10

### Patch Changes

- ff1a76c: Update Vector Query and GraphRag tool schema
- b195f6e: Update character chunking strategy
- Updated dependencies [fc2f89c]
- Updated dependencies [dfbb131]
- Updated dependencies [f4854ee]
- Updated dependencies [afaf73f]
- Updated dependencies [0850b4c]
- Updated dependencies [7bcfaee]
- Updated dependencies [44631b1]
- Updated dependencies [9116d70]
- Updated dependencies [6e559a0]
- Updated dependencies [5f43505]
  - @mastra/core@0.6.1

## 0.1.10-alpha.2

### Patch Changes

- Updated dependencies [fc2f89c]
- Updated dependencies [dfbb131]
- Updated dependencies [0850b4c]
- Updated dependencies [9116d70]
  - @mastra/core@0.6.1-alpha.2

## 0.1.10-alpha.1

### Patch Changes

- ff1a76c: Update Vector Query and GraphRag tool schema
- b195f6e: Update character chunking strategy
- Updated dependencies [f4854ee]
- Updated dependencies [afaf73f]
- Updated dependencies [44631b1]
- Updated dependencies [6e559a0]
- Updated dependencies [5f43505]
  - @mastra/core@0.6.1-alpha.1

## 0.1.10-alpha.0

### Patch Changes

- Updated dependencies [7bcfaee]
  - @mastra/core@0.6.1-alpha.0

## 0.1.9

### Patch Changes

- f14c830: Updated overlap for character and text transformer
- Updated dependencies [16b98d9]
- Updated dependencies [1c8cda4]
- Updated dependencies [95b4144]
- Updated dependencies [3729dbd]
- Updated dependencies [c2144f4]
  - @mastra/core@0.6.0

## 0.1.9-alpha.1

### Patch Changes

- f14c830: Updated overlap for character and text transformer
- Updated dependencies [16b98d9]
- Updated dependencies [1c8cda4]
- Updated dependencies [95b4144]
- Updated dependencies [c2144f4]
  - @mastra/core@0.6.0-alpha.1

## 0.1.9-alpha.0

### Patch Changes

- Updated dependencies [3729dbd]
  - @mastra/core@0.5.1-alpha.0

## 0.1.8

### Patch Changes

- f2e8e5f: Updated descriptions and input schema for vector and graph rag tools
- 9e81f35: Fix query filter for vector search and rerank
- c93798b: Added MastraLanguageModel which extends LanguageModelV1
- 9e0f2c9: Update JSON Chunking to fix recursive issue
- aec08af: Update vector query tool to change input schema depending on filter enabled
- fd4a1d7: Update cjs bundling to make sure files are split
- Updated dependencies [a910463]
- Updated dependencies [59df7b6]
- Updated dependencies [22643eb]
- Updated dependencies [6feb23f]
- Updated dependencies [f2d6727]
- Updated dependencies [7a7a547]
- Updated dependencies [29f3a82]
- Updated dependencies [3d0e290]
- Updated dependencies [e9fbac5]
- Updated dependencies [301e4ee]
- Updated dependencies [ee667a2]
- Updated dependencies [dfbe4e9]
- Updated dependencies [dab255b]
- Updated dependencies [1e8bcbc]
- Updated dependencies [f6678e4]
- Updated dependencies [9e81f35]
- Updated dependencies [c93798b]
- Updated dependencies [a85ab24]
- Updated dependencies [dbd9f2d]
- Updated dependencies [59df7b6]
- Updated dependencies [caefaa2]
- Updated dependencies [c151ae6]
- Updated dependencies [52e0418]
- Updated dependencies [d79aedf]
- Updated dependencies [03236ec]
- Updated dependencies [3764e71]
- Updated dependencies [df982db]
- Updated dependencies [a171b37]
- Updated dependencies [506f1d5]
- Updated dependencies [02ffb7b]
- Updated dependencies [0461849]
- Updated dependencies [2259379]
- Updated dependencies [aeb5e36]
- Updated dependencies [f2301de]
- Updated dependencies [358f069]
- Updated dependencies [fd4a1d7]
- Updated dependencies [c139344]
  - @mastra/core@0.5.0

## 0.1.8-alpha.13

### Patch Changes

- Updated dependencies [a85ab24]
  - @mastra/core@0.5.0-alpha.12

## 0.1.8-alpha.12

### Patch Changes

- c93798b: Added MastraLanguageModel which extends LanguageModelV1
- fd4a1d7: Update cjs bundling to make sure files are split
- Updated dependencies [7a7a547]
- Updated dependencies [c93798b]
- Updated dependencies [dbd9f2d]
- Updated dependencies [a171b37]
- Updated dependencies [fd4a1d7]
  - @mastra/core@0.5.0-alpha.11

## 0.1.8-alpha.11

### Patch Changes

- aec08af: Update vector query tool to change input schema depending on filter enabled

## 0.1.8-alpha.10

### Patch Changes

- Updated dependencies [a910463]
  - @mastra/core@0.5.0-alpha.10

## 0.1.8-alpha.9

### Patch Changes

- Updated dependencies [e9fbac5]
- Updated dependencies [1e8bcbc]
- Updated dependencies [aeb5e36]
- Updated dependencies [f2301de]
  - @mastra/core@0.5.0-alpha.9

## 0.1.8-alpha.8

### Patch Changes

- Updated dependencies [506f1d5]
  - @mastra/core@0.5.0-alpha.8

## 0.1.8-alpha.7

### Patch Changes

- Updated dependencies [ee667a2]
  - @mastra/core@0.5.0-alpha.7

## 0.1.8-alpha.6

### Patch Changes

- Updated dependencies [f6678e4]
  - @mastra/core@0.5.0-alpha.6

## 0.1.8-alpha.5

### Patch Changes

- 9e81f35: Fix query filter for vector search and rerank
- 9e0f2c9: Update JSON Chunking to fix recursive issue
- Updated dependencies [22643eb]
- Updated dependencies [6feb23f]
- Updated dependencies [f2d6727]
- Updated dependencies [301e4ee]
- Updated dependencies [dfbe4e9]
- Updated dependencies [9e81f35]
- Updated dependencies [caefaa2]
- Updated dependencies [c151ae6]
- Updated dependencies [52e0418]
- Updated dependencies [03236ec]
- Updated dependencies [3764e71]
- Updated dependencies [df982db]
- Updated dependencies [0461849]
- Updated dependencies [2259379]
- Updated dependencies [358f069]
  - @mastra/core@0.5.0-alpha.5

## 0.1.8-alpha.4

### Patch Changes

- Updated dependencies [d79aedf]
  - @mastra/core@0.5.0-alpha.4

## 0.1.8-alpha.3

### Patch Changes

- f2e8e5f: Updated descriptions and input schema for vector and graph rag tools
- Updated dependencies [3d0e290]
  - @mastra/core@0.5.0-alpha.3

## 0.1.8-alpha.2

### Patch Changes

- Updated dependencies [02ffb7b]
  - @mastra/core@0.5.0-alpha.2

## 0.1.8-alpha.1

### Patch Changes

- Updated dependencies [dab255b]
  - @mastra/core@0.5.0-alpha.1

## 0.1.8-alpha.0

### Patch Changes

- Updated dependencies [59df7b6]
- Updated dependencies [29f3a82]
- Updated dependencies [59df7b6]
- Updated dependencies [c139344]
  - @mastra/core@0.5.0-alpha.0

## 0.1.7

### Patch Changes

- Updated dependencies [1da20e7]
  - @mastra/core@0.4.4

## 0.1.7-alpha.0

### Patch Changes

- Updated dependencies [1da20e7]
  - @mastra/core@0.4.4-alpha.0

## 0.1.6

### Patch Changes

- 0fd78ac: Update vector store functions to use object params
- bb4f447: Add support for commonjs
- Updated dependencies [0d185b1]
- Updated dependencies [ed55f1d]
- Updated dependencies [06aa827]
- Updated dependencies [0fd78ac]
- Updated dependencies [2512a93]
- Updated dependencies [e62de74]
- Updated dependencies [0d25b75]
- Updated dependencies [fd14a3f]
- Updated dependencies [8d13b14]
- Updated dependencies [3f369a2]
- Updated dependencies [3ee4831]
- Updated dependencies [4d4e1e1]
- Updated dependencies [bb4f447]
- Updated dependencies [108793c]
- Updated dependencies [5f28f44]
- Updated dependencies [dabecf4]
  - @mastra/core@0.4.3

## 0.1.6-alpha.4

### Patch Changes

- Updated dependencies [dabecf4]
  - @mastra/core@0.4.3-alpha.4

## 0.1.6-alpha.3

### Patch Changes

- 0fd78ac: Update vector store functions to use object params
- bb4f447: Add support for commonjs
- Updated dependencies [0fd78ac]
- Updated dependencies [0d25b75]
- Updated dependencies [fd14a3f]
- Updated dependencies [3f369a2]
- Updated dependencies [4d4e1e1]
- Updated dependencies [bb4f447]
  - @mastra/core@0.4.3-alpha.3

## 0.1.6-alpha.2

### Patch Changes

- Updated dependencies [2512a93]
- Updated dependencies [e62de74]
  - @mastra/core@0.4.3-alpha.2

## 0.1.6-alpha.1

### Patch Changes

- Updated dependencies [0d185b1]
- Updated dependencies [ed55f1d]
- Updated dependencies [8d13b14]
- Updated dependencies [3ee4831]
- Updated dependencies [108793c]
- Updated dependencies [5f28f44]
  - @mastra/core@0.4.3-alpha.1

## 0.1.6-alpha.0

### Patch Changes

- Updated dependencies [06aa827]
  - @mastra/core@0.4.3-alpha.0

## 0.1.5

### Patch Changes

- Updated dependencies [7fceae1]
- Updated dependencies [8d94c3e]
- Updated dependencies [99dcdb5]
- Updated dependencies [6cb63e0]
- Updated dependencies [f626fbb]
- Updated dependencies [e752340]
- Updated dependencies [eb91535]
  - @mastra/core@0.4.2

## 0.1.5-alpha.2

### Patch Changes

- Updated dependencies [8d94c3e]
- Updated dependencies [99dcdb5]
- Updated dependencies [e752340]
- Updated dependencies [eb91535]
  - @mastra/core@0.4.2-alpha.2

## 0.1.5-alpha.1

### Patch Changes

- Updated dependencies [6cb63e0]
  - @mastra/core@0.4.2-alpha.1

## 0.1.5-alpha.0

### Patch Changes

- Updated dependencies [7fceae1]
- Updated dependencies [f626fbb]
  - @mastra/core@0.4.2-alpha.0

## 0.1.4

### Patch Changes

- Updated dependencies [ce44b9b]
- Updated dependencies [967da43]
- Updated dependencies [b405f08]
  - @mastra/core@0.4.1

## 0.1.3

### Patch Changes

- Updated dependencies [2fc618f]
- Updated dependencies [fe0fd01]
  - @mastra/core@0.4.0

## 0.1.3-alpha.1

### Patch Changes

- Updated dependencies [fe0fd01]
  - @mastra/core@0.4.0-alpha.1

## 0.1.3-alpha.0

### Patch Changes

- Updated dependencies [2fc618f]
  - @mastra/core@0.4.0-alpha.0

## 0.1.2

### Patch Changes

- Updated dependencies [f205ede]
  - @mastra/core@0.3.0

## 0.1.1

### Patch Changes

- 91ef439: Add eslint and ran autofix
- Updated dependencies [d59f1a8]
- Updated dependencies [91ef439]
- Updated dependencies [4a25be4]
- Updated dependencies [bf2e88f]
- Updated dependencies [2f0d707]
- Updated dependencies [aac1667]
  - @mastra/core@0.2.1

## 0.1.1-alpha.0

### Patch Changes

- 91ef439: Add eslint and ran autofix
- Updated dependencies [d59f1a8]
- Updated dependencies [91ef439]
- Updated dependencies [4a25be4]
- Updated dependencies [bf2e88f]
- Updated dependencies [2f0d707]
- Updated dependencies [aac1667]
  - @mastra/core@0.2.1-alpha.0

## 0.1.0

### Minor Changes

- 5916f9d: Update deps from fixed to ^
- 8b416d9: Breaking changes

### Patch Changes

- b27bdb8: Swap jsdon for node-html-parser in rag
- ee856f3: Updated pg filter function and updated docs and example
- f646a8b: Update rag deps
- f031a1f: expose embed from rag, and refactor embed
- 592e3cf: Add custom rag tools, add vector retrieval, and update docs
- 3967e69: Added GraphRAG implementation and updated docs
- 8ae2bbc: Dane publishing
- bdaf834: publish packages
- 1616f70: Added transaction handling to pgvector
- e1dd94a: update the api for embeddings
- 837a288: MAJOR Revamp of tools, workflows, syncs.
- 685108a: Remove syncs and excess rag
- b97ca96: Tracing into default storage
- 033eda6: More fixes for refactor
- 8105fae: Split embed into embed and embedMany to handle different return types
- ab1dc59: Add Cloudflare vectorize
- a621c34: Add validation for indexName in pgVector and dimension for all vector dbs
- 1944807: Unified logger and major step in better logs
- 1874f40: Added re ranking tool to RAG
- 0b74006: Workflow updates
- 9c10484: update all packages
- 70dabd9: Fix broken publish
- 45fd5b8: rename MastraDocument to MDocument
- 21fe536: add keyword tags for packages and update readmes
- 779702b: Upstash vector
- ae638a4: make useFilter option optional
- 0bd142c: Fixes learned from docs
- 9625602: Use mastra core splitted bundles in other packages
- 036ee5e: Add astra-db to rag
- 1c3232a: ChromaDB
- 24fe87e: Change document semantics
- a944f1a: Bundle @mastra/rag package with tsup
- a10b7a3: Implemented new filtering for vectorQueryTool and updated docs
- 5826db3: Updated reference docs and exports for Reranker and GraphRag
- 5811de6: Updates spec-writer example to use new workflows constructs. Small improvements to workflow internals. Switch transformer tokenizer for js compatible one.
- eb45d76: Updated PG Vector filter and added rag examples in docs
- 327ece7: Updates for ts versions
- 6101f2d: Fix module incompatibility, and dane cli build
- 9c0d010: Deprecated Reranker in favor of rerank function (BREAKING CHANGE)
- ecdee97: Update return type for chunk to Chunk[]
- 7de6d71: Update filter for vector query to work with more stores
- c3047a7: Added tests
- 4f1d1a1: Enforce types ann cleanup package.json
- 4769753: Added turso/libsql support for RAG
- ee4de15: Dane fixes
- Updated dependencies [f537e33]
- Updated dependencies [6f2c0f5]
- Updated dependencies [e4d4ede]
- Updated dependencies [0be7181]
- Updated dependencies [dd6d87f]
- Updated dependencies [9029796]
- Updated dependencies [6fa4bd2]
- Updated dependencies [f031a1f]
- Updated dependencies [8151f44]
- Updated dependencies [d7d465a]
- Updated dependencies [4d4f6b6]
- Updated dependencies [73d112c]
- Updated dependencies [592e3cf]
- Updated dependencies [9d1796d]
- Updated dependencies [e897f1c]
- Updated dependencies [4a54c82]
- Updated dependencies [3967e69]
- Updated dependencies [8ae2bbc]
- Updated dependencies [e9d1b47]
- Updated dependencies [016493a]
- Updated dependencies [bc40916]
- Updated dependencies [93a3719]
- Updated dependencies [7d83b92]
- Updated dependencies [9fb3039]
- Updated dependencies [d5e12de]
- Updated dependencies [e1dd94a]
- Updated dependencies [07c069d]
- Updated dependencies [5cdfb88]
- Updated dependencies [837a288]
- Updated dependencies [685108a]
- Updated dependencies [c8ff2f5]
- Updated dependencies [5fdc87c]
- Updated dependencies [ae7bf94]
- Updated dependencies [8e7814f]
- Updated dependencies [66a03ec]
- Updated dependencies [7d87a15]
- Updated dependencies [b97ca96]
- Updated dependencies [23dcb23]
- Updated dependencies [033eda6]
- Updated dependencies [8105fae]
- Updated dependencies [e097800]
- Updated dependencies [1944807]
- Updated dependencies [30322ce]
- Updated dependencies [1874f40]
- Updated dependencies [685108a]
- Updated dependencies [f7d1131]
- Updated dependencies [79acad0]
- Updated dependencies [7a19083]
- Updated dependencies [382f4dc]
- Updated dependencies [1ebd071]
- Updated dependencies [0b74006]
- Updated dependencies [2f17a5f]
- Updated dependencies [f368477]
- Updated dependencies [7892533]
- Updated dependencies [9c10484]
- Updated dependencies [b726bf5]
- Updated dependencies [70dabd9]
- Updated dependencies [21fe536]
- Updated dependencies [176bc42]
- Updated dependencies [401a4d9]
- Updated dependencies [2e099d2]
- Updated dependencies [0b826f6]
- Updated dependencies [d68b532]
- Updated dependencies [75bf3f0]
- Updated dependencies [e6d8055]
- Updated dependencies [e2e76de]
- Updated dependencies [ccbc581]
- Updated dependencies [5950de5]
- Updated dependencies [fe3dcb0]
- Updated dependencies [78eec7c]
- Updated dependencies [a8a459a]
- Updated dependencies [0be7181]
- Updated dependencies [7b87567]
- Updated dependencies [b524c22]
- Updated dependencies [d7d465a]
- Updated dependencies [df843d3]
- Updated dependencies [4534e77]
- Updated dependencies [d6d8159]
- Updated dependencies [0bd142c]
- Updated dependencies [9625602]
- Updated dependencies [72d1990]
- Updated dependencies [f6ba259]
- Updated dependencies [2712098]
- Updated dependencies [eedb829]
- Updated dependencies [5285356]
- Updated dependencies [74b3078]
- Updated dependencies [cb290ee]
- Updated dependencies [b4d7416]
- Updated dependencies [e608d8c]
- Updated dependencies [06b2c0a]
- Updated dependencies [002d6d8]
- Updated dependencies [e448a26]
- Updated dependencies [8b416d9]
- Updated dependencies [fd494a3]
- Updated dependencies [dc90663]
- Updated dependencies [c872875]
- Updated dependencies [3c4488b]
- Updated dependencies [a7b016d]
- Updated dependencies [fd75f3c]
- Updated dependencies [7f24c29]
- Updated dependencies [2017553]
- Updated dependencies [a10b7a3]
- Updated dependencies [cf6d825]
- Updated dependencies [963c15a]
- Updated dependencies [7365b6c]
- Updated dependencies [5ee67d3]
- Updated dependencies [d38f7a6]
- Updated dependencies [38b7f66]
- Updated dependencies [2fa7f53]
- Updated dependencies [1420ae2]
- Updated dependencies [f6da688]
- Updated dependencies [3700be1]
- Updated dependencies [9ade36e]
- Updated dependencies [10870bc]
- Updated dependencies [2b01511]
- Updated dependencies [a870123]
- Updated dependencies [ccf115c]
- Updated dependencies [04434b6]
- Updated dependencies [5811de6]
- Updated dependencies [9f3ab05]
- Updated dependencies [66a5392]
- Updated dependencies [4b1ce2c]
- Updated dependencies [14064f2]
- Updated dependencies [f5dfa20]
- Updated dependencies [327ece7]
- Updated dependencies [da2e8d3]
- Updated dependencies [95a4697]
- Updated dependencies [d5fccfb]
- Updated dependencies [3427b95]
- Updated dependencies [538a136]
- Updated dependencies [e66643a]
- Updated dependencies [b5393f1]
- Updated dependencies [d2cd535]
- Updated dependencies [c2dd6b5]
- Updated dependencies [67637ba]
- Updated dependencies [836f4e3]
- Updated dependencies [5ee2e78]
- Updated dependencies [cd02c56]
- Updated dependencies [01502b0]
- Updated dependencies [16e5b04]
- Updated dependencies [d9c8dd0]
- Updated dependencies [9fb59d6]
- Updated dependencies [a9345f9]
- Updated dependencies [99f1847]
- Updated dependencies [04f3171]
- Updated dependencies [8769a62]
- Updated dependencies [d5ec619]
- Updated dependencies [27275c9]
- Updated dependencies [ae7bf94]
- Updated dependencies [4f1d1a1]
- Updated dependencies [ee4de15]
- Updated dependencies [202d404]
- Updated dependencies [a221426]
  - @mastra/core@0.2.0

## 0.1.0-alpha.103

### Patch Changes

- Updated dependencies [016493a]
- Updated dependencies [382f4dc]
- Updated dependencies [176bc42]
- Updated dependencies [d68b532]
- Updated dependencies [fe3dcb0]
- Updated dependencies [e448a26]
- Updated dependencies [fd75f3c]
- Updated dependencies [ccf115c]
- Updated dependencies [a221426]
  - @mastra/core@0.2.0-alpha.110

## 0.1.0-alpha.102

### Patch Changes

- Updated dependencies [d5fccfb]
  - @mastra/core@0.2.0-alpha.109

## 0.1.0-alpha.101

### Patch Changes

- Updated dependencies [5ee67d3]
- Updated dependencies [95a4697]
  - @mastra/core@0.2.0-alpha.108

## 0.1.0-alpha.100

### Patch Changes

- Updated dependencies [66a5392]
  - @mastra/core@0.2.0-alpha.107

## 0.1.0-alpha.99

### Patch Changes

- Updated dependencies [6f2c0f5]
- Updated dependencies [a8a459a]
  - @mastra/core@0.2.0-alpha.106

## 0.1.0-alpha.98

### Patch Changes

- Updated dependencies [1420ae2]
- Updated dependencies [99f1847]
  - @mastra/core@0.2.0-alpha.105

## 0.1.0-alpha.97

### Patch Changes

- b97ca96: Tracing into default storage
- Updated dependencies [5fdc87c]
- Updated dependencies [b97ca96]
- Updated dependencies [72d1990]
- Updated dependencies [cf6d825]
- Updated dependencies [10870bc]
  - @mastra/core@0.2.0-alpha.104

## 0.1.0-alpha.96

### Patch Changes

- Updated dependencies [4534e77]
  - @mastra/core@0.2.0-alpha.103

## 0.1.0-alpha.95

### Patch Changes

- Updated dependencies [a9345f9]
  - @mastra/core@0.2.0-alpha.102

## 0.1.0-alpha.94

### Patch Changes

- 4f1d1a1: Enforce types ann cleanup package.json
- Updated dependencies [66a03ec]
- Updated dependencies [4f1d1a1]
  - @mastra/core@0.2.0-alpha.101

## 0.1.0-alpha.93

### Patch Changes

- Updated dependencies [9d1796d]
  - @mastra/core@0.2.0-alpha.100

## 0.1.0-alpha.92

### Patch Changes

- Updated dependencies [7d83b92]
  - @mastra/core@0.2.0-alpha.99

## 0.1.0-alpha.91

### Patch Changes

- 70dabd9: Fix broken publish
- Updated dependencies [70dabd9]
- Updated dependencies [202d404]
  - @mastra/core@0.2.0-alpha.98

## 0.1.0-alpha.90

### Patch Changes

- Updated dependencies [07c069d]
- Updated dependencies [7892533]
- Updated dependencies [e6d8055]
- Updated dependencies [5950de5]
- Updated dependencies [df843d3]
- Updated dependencies [a870123]
  - @mastra/core@0.2.0-alpha.97

## 0.1.0-alpha.89

### Patch Changes

- Updated dependencies [74b3078]
  - @mastra/core@0.2.0-alpha.96

## 0.1.0-alpha.88

### Patch Changes

- Updated dependencies [9fb59d6]
  - @mastra/core@0.2.0-alpha.95

## 0.1.0-alpha.87

### Minor Changes

- 8b416d9: Breaking changes

### Patch Changes

- 9c10484: update all packages
- Updated dependencies [9c10484]
- Updated dependencies [8b416d9]
  - @mastra/core@0.2.0-alpha.94

## 0.1.0-alpha.86

### Patch Changes

- Updated dependencies [5285356]
  - @mastra/core@0.2.0-alpha.93

## 0.1.0-alpha.85

### Patch Changes

- b27bdb8: Swap jsdon for node-html-parser in rag

## 0.1.0-alpha.84

### Patch Changes

- Updated dependencies [4d4f6b6]
  - @mastra/core@0.2.0-alpha.92

## 0.1.0-alpha.83

### Patch Changes

- a10b7a3: Implemented new filtering for vectorQueryTool and updated docs
- Updated dependencies [d7d465a]
- Updated dependencies [d7d465a]
- Updated dependencies [2017553]
- Updated dependencies [a10b7a3]
- Updated dependencies [16e5b04]
  - @mastra/core@0.2.0-alpha.91

## 0.1.0-alpha.82

### Patch Changes

- Updated dependencies [8151f44]
- Updated dependencies [e897f1c]
- Updated dependencies [3700be1]
  - @mastra/core@0.2.0-alpha.90

## 0.1.0-alpha.81

### Patch Changes

- Updated dependencies [27275c9]
  - @mastra/core@0.2.0-alpha.89

## 0.1.0-alpha.80

### Patch Changes

- Updated dependencies [ccbc581]
  - @mastra/core@0.2.0-alpha.88

## 0.1.0-alpha.79

### Patch Changes

- Updated dependencies [7365b6c]
  - @mastra/core@0.2.0-alpha.87

## 0.1.0-alpha.78

### Minor Changes

- 5916f9d: Update deps from fixed to ^

### Patch Changes

- Updated dependencies [6fa4bd2]
- Updated dependencies [e2e76de]
- Updated dependencies [7f24c29]
- Updated dependencies [67637ba]
- Updated dependencies [04f3171]
  - @mastra/core@0.2.0-alpha.86

## 0.0.2-alpha.77

### Patch Changes

- Updated dependencies [e9d1b47]
  - @mastra/core@0.2.0-alpha.85

## 0.0.2-alpha.76

### Patch Changes

- f646a8b: Update rag deps

## 0.0.2-alpha.75

### Patch Changes

- Updated dependencies [2f17a5f]
- Updated dependencies [cb290ee]
- Updated dependencies [b4d7416]
- Updated dependencies [38b7f66]
  - @mastra/core@0.2.0-alpha.84

## 0.0.2-alpha.74

### Patch Changes

- 9625602: Use mastra core splitted bundles in other packages
- Updated dependencies [30322ce]
- Updated dependencies [78eec7c]
- Updated dependencies [9625602]
- Updated dependencies [8769a62]
  - @mastra/core@0.2.0-alpha.83

## 0.0.2-alpha.73

### Patch Changes

- Updated dependencies [73d112c]
  - @mastra/core@0.1.27-alpha.82

## 0.0.2-alpha.72

### Patch Changes

- Updated dependencies [9fb3039]
  - @mastra/core@0.1.27-alpha.81

## 0.0.2-alpha.71

### Patch Changes

- a944f1a: Bundle @mastra/rag package with tsup

## 0.0.2-alpha.70

### Patch Changes

- 327ece7: Updates for ts versions
- Updated dependencies [327ece7]
  - @mastra/core@0.1.27-alpha.80

## 0.0.2-alpha.69

### Patch Changes

- 21fe536: add keyword tags for packages and update readmes
- Updated dependencies [21fe536]
  - @mastra/core@0.1.27-alpha.79

## 0.0.2-alpha.68

### Patch Changes

- 685108a: Remove syncs and excess rag
- Updated dependencies [685108a]
- Updated dependencies [685108a]
  - @mastra/core@0.1.27-alpha.78

## 0.0.2-alpha.67

### Patch Changes

- 8105fae: Split embed into embed and embedMany to handle different return types
- ecdee97: Update return type for chunk to Chunk[]
- Updated dependencies [8105fae]
  - @mastra/core@0.1.27-alpha.77

## 0.0.2-alpha.66

### Patch Changes

- 9c0d010: Deprecated Reranker in favor of rerank function (BREAKING CHANGE)

## 0.0.2-alpha.65

### Patch Changes

- Updated dependencies [ae7bf94]
- Updated dependencies [ae7bf94]
  - @mastra/core@0.1.27-alpha.76

## 0.0.2-alpha.64

### Patch Changes

- Updated dependencies [23dcb23]
  - @mastra/core@0.1.27-alpha.75

## 0.0.2-alpha.63

### Patch Changes

- Updated dependencies [7b87567]
  - @mastra/core@0.1.27-alpha.74

## 0.0.2-alpha.62

### Patch Changes

- Updated dependencies [3427b95]
  - @mastra/core@0.1.27-alpha.73

## 0.0.2-alpha.61

### Patch Changes

- Updated dependencies [e4d4ede]
- Updated dependencies [06b2c0a]
  - @mastra/core@0.1.27-alpha.72

## 0.0.2-alpha.60

### Patch Changes

- Updated dependencies [d9c8dd0]
  - @mastra/core@0.1.27-alpha.71

## 0.0.2-alpha.59

### Patch Changes

- bdaf834: publish packages

## 0.0.2-alpha.58

### Patch Changes

- Updated dependencies [dd6d87f]
- Updated dependencies [04434b6]
  - @mastra/core@0.1.27-alpha.70

## 0.0.2-alpha.57

### Patch Changes

- ab1dc59: Add Cloudflare vectorize
- 4769753: Added turso/libsql support for RAG

## 0.0.2-alpha.56

### Patch Changes

- ee856f3: Updated pg filter function and updated docs and example
- c3047a7: Added tests

## 0.0.2-alpha.55

### Patch Changes

- 1944807: Unified logger and major step in better logs
- Updated dependencies [1944807]
- Updated dependencies [9ade36e]
  - @mastra/core@0.1.27-alpha.69

## 0.0.2-alpha.54

### Patch Changes

- Updated dependencies [0be7181]
- Updated dependencies [0be7181]
  - @mastra/core@0.1.27-alpha.68

## 0.0.2-alpha.53

### Patch Changes

- Updated dependencies [c8ff2f5]
  - @mastra/core@0.1.27-alpha.67

## 0.0.2-alpha.52

### Patch Changes

- Updated dependencies [14064f2]
  - @mastra/core@0.1.27-alpha.66

## 0.0.2-alpha.51

### Patch Changes

- Updated dependencies [e66643a]
  - @mastra/core@0.1.27-alpha.65

## 0.0.2-alpha.50

### Patch Changes

- 1616f70: Added transaction handling to pgvector

## 0.0.2-alpha.49

### Patch Changes

- Updated dependencies [f368477]
- Updated dependencies [d5ec619]
  - @mastra/core@0.1.27-alpha.64

## 0.0.2-alpha.48

### Patch Changes

- 5826db3: Updated reference docs and exports for Reranker and GraphRag

## 0.0.2-alpha.47

### Patch Changes

- Updated dependencies [e097800]
  - @mastra/core@0.1.27-alpha.63

## 0.0.2-alpha.46

### Patch Changes

- Updated dependencies [93a3719]
  - @mastra/core@0.1.27-alpha.62

## 0.0.2-alpha.45

### Patch Changes

- Updated dependencies [dc90663]
  - @mastra/core@0.1.27-alpha.61

## 0.0.2-alpha.44

### Patch Changes

- 3967e69: Added GraphRAG implementation and updated docs
- Updated dependencies [3967e69]
  - @mastra/core@0.1.27-alpha.60

## 0.0.2-alpha.43

### Patch Changes

- Updated dependencies [b524c22]
  - @mastra/core@0.1.27-alpha.59

## 0.0.2-alpha.42

### Patch Changes

- 1874f40: Added re ranking tool to RAG
- Updated dependencies [1874f40]
- Updated dependencies [4b1ce2c]
  - @mastra/core@0.1.27-alpha.58

## 0.0.2-alpha.41

### Patch Changes

- 7de6d71: Update filter for vector query to work with more stores
- Updated dependencies [fd494a3]
  - @mastra/core@0.1.27-alpha.57

## 0.0.2-alpha.40

### Patch Changes

- ae638a4: make useFilter option optional
- Updated dependencies [9f3ab05]
  - @mastra/core@0.1.27-alpha.56

## 0.0.2-alpha.39

### Patch Changes

- 592e3cf: Add custom rag tools, add vector retrieval, and update docs
- 837a288: MAJOR Revamp of tools, workflows, syncs.
- 0b74006: Workflow updates
- Updated dependencies [592e3cf]
- Updated dependencies [837a288]
- Updated dependencies [0b74006]
  - @mastra/core@0.1.27-alpha.55

## 0.0.2-alpha.38

### Patch Changes

- eb45d76: Updated PG Vector filter and added rag examples in docs
- Updated dependencies [d2cd535]
  - @mastra/core@0.1.27-alpha.54

## 0.0.2-alpha.37

### Patch Changes

- Updated dependencies [8e7814f]
  - @mastra/core@0.1.27-alpha.53

## 0.0.2-alpha.36

### Patch Changes

- Updated dependencies [eedb829]
  - @mastra/core@0.1.27-alpha.52

## 0.0.2-alpha.35

### Patch Changes

- Updated dependencies [a7b016d]
- Updated dependencies [da2e8d3]
- Updated dependencies [538a136]
  - @mastra/core@0.1.27-alpha.51

## 0.0.2-alpha.34

### Patch Changes

- Updated dependencies [401a4d9]
  - @mastra/core@0.1.27-alpha.50

## 0.0.2-alpha.33

### Patch Changes

- a621c34: Add validation for indexName in pgVector and dimension for all vector dbs
- Updated dependencies [79acad0]
- Updated dependencies [f5dfa20]
  - @mastra/core@0.1.27-alpha.49

## 0.0.2-alpha.32

### Patch Changes

- Updated dependencies [b726bf5]
  - @mastra/core@0.1.27-alpha.48

## 0.0.2-alpha.31

### Patch Changes

- Updated dependencies [f6ba259]
  - @mastra/core@0.1.27-alpha.47

## 0.0.2-alpha.30

### Patch Changes

- 8ae2bbc: Dane publishing
- 0bd142c: Fixes learned from docs
- ee4de15: Dane fixes
- Updated dependencies [8ae2bbc]
- Updated dependencies [0bd142c]
- Updated dependencies [ee4de15]
  - @mastra/core@0.1.27-alpha.46

## 0.0.2-alpha.29

### Patch Changes

- Updated dependencies [e608d8c]
- Updated dependencies [002d6d8]
  - @mastra/core@0.1.27-alpha.45

## 0.0.2-alpha.28

### Patch Changes

- Updated dependencies [2fa7f53]
  - @mastra/core@0.1.27-alpha.44

## 0.0.2-alpha.27

### Patch Changes

- Updated dependencies [2e099d2]
- Updated dependencies [d6d8159]
  - @mastra/core@0.1.27-alpha.43

## 0.0.2-alpha.26

### Patch Changes

- Updated dependencies [4a54c82]
  - @mastra/core@0.1.27-alpha.42

## 0.0.2-alpha.25

### Patch Changes

- Updated dependencies [5cdfb88]
  - @mastra/core@0.1.27-alpha.41

## 0.0.2-alpha.24

### Patch Changes

- Updated dependencies [9029796]
  - @mastra/core@0.1.27-alpha.40

## 0.0.2-alpha.23

### Patch Changes

- 6101f2d: Fix module incompatibility, and dane cli build
- Updated dependencies [2b01511]
  - @mastra/core@0.1.27-alpha.39

## 0.0.2-alpha.22

### Patch Changes

- f031a1f: expose embed from rag, and refactor embed
- Updated dependencies [f031a1f]
  - @mastra/core@0.1.27-alpha.38

## 0.0.2-alpha.21

### Patch Changes

- 45fd5b8: rename MastraDocument to MDocument
- Updated dependencies [c872875]
- Updated dependencies [f6da688]
- Updated dependencies [b5393f1]
  - @mastra/core@0.1.27-alpha.37

## 0.0.2-alpha.20

### Patch Changes

- Updated dependencies [f537e33]
- Updated dependencies [bc40916]
- Updated dependencies [f7d1131]
- Updated dependencies [75bf3f0]
- Updated dependencies [3c4488b]
- Updated dependencies [d38f7a6]
  - @mastra/core@0.1.27-alpha.36

## 0.0.2-alpha.19

### Patch Changes

- 033eda6: More fixes for refactor
- Updated dependencies [033eda6]
  - @mastra/core@0.1.27-alpha.35

## 0.0.2-alpha.18

### Patch Changes

- 837a288: MAJOR Revamp of tools, workflows, syncs.
- 5811de6: Updates spec-writer example to use new workflows constructs. Small improvements to workflow internals. Switch transformer tokenizer for js compatible one.
- Updated dependencies [837a288]
- Updated dependencies [5811de6]
  - @mastra/core@0.1.27-alpha.34

## 0.0.2-alpha.17

### Patch Changes

- e1dd94a: update the api for embeddings
- Updated dependencies [e1dd94a]
  - @mastra/core@0.1.27-alpha.33

## 0.0.2-alpha.16

### Patch Changes

- Updated dependencies [2712098]
  - @mastra/core@0.1.27-alpha.32

## 0.0.2-alpha.15

### Patch Changes

- Updated dependencies [c2dd6b5]
  - @mastra/core@0.1.27-alpha.31

## 0.0.2-alpha.14

### Patch Changes

- 1c3232a: ChromaDB

## 0.0.2-alpha.13

### Patch Changes

- Updated dependencies [963c15a]
  - @mastra/core@0.1.27-alpha.30

## 0.0.2-alpha.12

### Patch Changes

- Updated dependencies [7d87a15]
  - @mastra/core@0.1.27-alpha.29

## 0.0.2-alpha.11

### Patch Changes

- Updated dependencies [1ebd071]
  - @mastra/core@0.1.27-alpha.28

## 0.0.2-alpha.10

### Patch Changes

- 779702b: Upstash vector

## 0.0.2-alpha.9

### Patch Changes

- Updated dependencies [cd02c56]
  - @mastra/core@0.1.27-alpha.27

## 0.0.2-alpha.8

### Patch Changes

- Updated dependencies [d5e12de]
  - @mastra/core@0.1.27-alpha.26

## 0.0.2-alpha.7

### Patch Changes

- 24fe87e: Change document semantics

## 0.0.2-alpha.6

### Patch Changes

- Updated dependencies [01502b0]
  - @mastra/core@0.1.27-alpha.25

## 0.0.2-alpha.5

### Patch Changes

- 036ee5e: Add astra-db to rag

## 0.0.2-alpha.4

### Patch Changes

- Updated dependencies [836f4e3]
  - @mastra/core@0.1.27-alpha.24

## 0.0.2-alpha.3

### Patch Changes

- Updated dependencies [0b826f6]
  - @mastra/core@0.1.27-alpha.23

## 0.0.2-alpha.2

### Patch Changes

- Updated dependencies [7a19083]
  - @mastra/core@0.1.27-alpha.22

## 0.0.2-alpha.1

### Patch Changes

- Updated dependencies [5ee2e78]
  - @mastra/core@0.1.27-alpha.21

## 0.0.2-alpha.0

### Patch Changes

- 8413645: Initial release for rag