# @mastra/rag ## 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