diff --git a/packages/ai-sdk/package.json b/packages/ai-sdk/package.json
index ed73a47..9748aea 100644
--- a/packages/ai-sdk/package.json
+++ b/packages/ai-sdk/package.json
@@ -6,7 +6,8 @@
   "license": "MIT",
   "repository": {
     "type": "git",
-    "url": "git+https://github.com/transitive-bullshit/agentic.git"
+    "url": "git+https://github.com/transitive-bullshit/agentic.git",
+    "directory": "packages/ai-sdk"
   },
   "type": "module",
   "source": "./src/index.ts",
diff --git a/packages/arxiv/package.json b/packages/arxiv/package.json
index 49b7957..b964bd1 100644
--- a/packages/arxiv/package.json
+++ b/packages/arxiv/package.json
@@ -6,7 +6,8 @@
   "license": "MIT",
   "repository": {
     "type": "git",
-    "url": "git+https://github.com/transitive-bullshit/agentic.git"
+    "url": "git+https://github.com/transitive-bullshit/agentic.git",
+    "directory": "packages/arxiv"
   },
   "type": "module",
   "source": "./src/index.ts",
diff --git a/packages/bing/package.json b/packages/bing/package.json
index 583c460..80c8127 100644
--- a/packages/bing/package.json
+++ b/packages/bing/package.json
@@ -6,7 +6,8 @@
   "license": "MIT",
   "repository": {
     "type": "git",
-    "url": "git+https://github.com/transitive-bullshit/agentic.git"
+    "url": "git+https://github.com/transitive-bullshit/agentic.git",
+    "directory": "packages/bing"
   },
   "type": "module",
   "source": "./src/index.ts",
diff --git a/packages/calculator/package.json b/packages/calculator/package.json
index 4f3da6d..0220386 100644
--- a/packages/calculator/package.json
+++ b/packages/calculator/package.json
@@ -6,7 +6,8 @@
   "license": "MIT",
   "repository": {
     "type": "git",
-    "url": "git+https://github.com/transitive-bullshit/agentic.git"
+    "url": "git+https://github.com/transitive-bullshit/agentic.git",
+    "directory": "packages/calculator"
   },
   "type": "module",
   "source": "./src/index.ts",
diff --git a/packages/clearbit/package.json b/packages/clearbit/package.json
index 19ee634..0fd7d17 100644
--- a/packages/clearbit/package.json
+++ b/packages/clearbit/package.json
@@ -6,7 +6,8 @@
   "license": "MIT",
   "repository": {
     "type": "git",
-    "url": "git+https://github.com/transitive-bullshit/agentic.git"
+    "url": "git+https://github.com/transitive-bullshit/agentic.git",
+    "directory": "packages/clearbit"
   },
   "type": "module",
   "source": "./src/index.ts",
diff --git a/packages/core/package.json b/packages/core/package.json
index 2fec842..dcc00d3 100644
--- a/packages/core/package.json
+++ b/packages/core/package.json
@@ -6,7 +6,8 @@
   "license": "MIT",
   "repository": {
     "type": "git",
-    "url": "git+https://github.com/transitive-bullshit/agentic.git"
+    "url": "git+https://github.com/transitive-bullshit/agentic.git",
+    "directory": "packages/core"
   },
   "type": "module",
   "source": "./src/index.ts",
diff --git a/packages/dexa/package.json b/packages/dexa/package.json
index 2b3f713..c2c535f 100644
--- a/packages/dexa/package.json
+++ b/packages/dexa/package.json
@@ -6,7 +6,8 @@
   "license": "MIT",
   "repository": {
     "type": "git",
-    "url": "git+https://github.com/transitive-bullshit/agentic.git"
+    "url": "git+https://github.com/transitive-bullshit/agentic.git",
+    "directory": "packages/dexa"
   },
   "type": "module",
   "source": "./src/index.ts",
diff --git a/packages/dexter/package.json b/packages/dexter/package.json
index d9581f5..25e0a30 100644
--- a/packages/dexter/package.json
+++ b/packages/dexter/package.json
@@ -6,7 +6,8 @@
   "license": "MIT",
   "repository": {
     "type": "git",
-    "url": "git+https://github.com/transitive-bullshit/agentic.git"
+    "url": "git+https://github.com/transitive-bullshit/agentic.git",
+    "directory": "packages/dexter"
   },
   "type": "module",
   "source": "./src/index.ts",
diff --git a/packages/diffbot/package.json b/packages/diffbot/package.json
index 31e8f74..2a9c46f 100644
--- a/packages/diffbot/package.json
+++ b/packages/diffbot/package.json
@@ -6,7 +6,8 @@
   "license": "MIT",
   "repository": {
     "type": "git",
-    "url": "git+https://github.com/transitive-bullshit/agentic.git"
+    "url": "git+https://github.com/transitive-bullshit/agentic.git",
+    "directory": "packages/diffbot"
   },
   "type": "module",
   "source": "./src/index.ts",
diff --git a/packages/duck-duck-go/package.json b/packages/duck-duck-go/package.json
index 8c6691e..fff6edd 100644
--- a/packages/duck-duck-go/package.json
+++ b/packages/duck-duck-go/package.json
@@ -6,7 +6,8 @@
   "license": "MIT",
   "repository": {
     "type": "git",
-    "url": "git+https://github.com/transitive-bullshit/agentic.git"
+    "url": "git+https://github.com/transitive-bullshit/agentic.git",
+    "directory": "packages/duck-duck-go"
   },
   "type": "module",
   "source": "./src/index.ts",
diff --git a/packages/e2b/package.json b/packages/e2b/package.json
index e571ee8..9072d32 100644
--- a/packages/e2b/package.json
+++ b/packages/e2b/package.json
@@ -6,7 +6,8 @@
   "license": "MIT",
   "repository": {
     "type": "git",
-    "url": "git+https://github.com/transitive-bullshit/agentic.git"
+    "url": "git+https://github.com/transitive-bullshit/agentic.git",
+    "directory": "packages/e2b"
   },
   "type": "module",
   "source": "./src/index.ts",
diff --git a/packages/exa/package.json b/packages/exa/package.json
index 47f50a1..2c9962e 100644
--- a/packages/exa/package.json
+++ b/packages/exa/package.json
@@ -6,7 +6,8 @@
   "license": "MIT",
   "repository": {
     "type": "git",
-    "url": "git+https://github.com/transitive-bullshit/agentic.git"
+    "url": "git+https://github.com/transitive-bullshit/agentic.git",
+    "directory": "packages/exa"
   },
   "type": "module",
   "source": "./src/index.ts",
diff --git a/packages/firecrawl/package.json b/packages/firecrawl/package.json
index ae177f9..32ac273 100644
--- a/packages/firecrawl/package.json
+++ b/packages/firecrawl/package.json
@@ -9,7 +9,8 @@
   "license": "MIT",
   "repository": {
     "type": "git",
-    "url": "git+https://github.com/transitive-bullshit/agentic.git"
+    "url": "git+https://github.com/transitive-bullshit/agentic.git",
+    "directory": "packages/firecrawl"
   },
   "type": "module",
   "source": "./src/index.ts",
diff --git a/packages/genkit/package.json b/packages/genkit/package.json
index 6b904be..9cb0c08 100644
--- a/packages/genkit/package.json
+++ b/packages/genkit/package.json
@@ -6,7 +6,8 @@
   "license": "MIT",
   "repository": {
     "type": "git",
-    "url": "git+https://github.com/transitive-bullshit/agentic.git"
+    "url": "git+https://github.com/transitive-bullshit/agentic.git",
+    "directory": "packages/genkit"
   },
   "type": "module",
   "source": "./src/index.ts",
diff --git a/packages/github/package.json b/packages/github/package.json
index 41bebb7..0678212 100644
--- a/packages/github/package.json
+++ b/packages/github/package.json
@@ -6,7 +6,8 @@
   "license": "MIT",
   "repository": {
     "type": "git",
-    "url": "git+https://github.com/transitive-bullshit/agentic.git"
+    "url": "git+https://github.com/transitive-bullshit/agentic.git",
+    "directory": "packages/github"
   },
   "type": "module",
   "source": "./src/index.ts",
diff --git a/packages/hacker-news/package.json b/packages/hacker-news/package.json
index 0165db3..118c9c5 100644
--- a/packages/hacker-news/package.json
+++ b/packages/hacker-news/package.json
@@ -6,7 +6,8 @@
   "license": "MIT",
   "repository": {
     "type": "git",
-    "url": "git+https://github.com/transitive-bullshit/agentic.git"
+    "url": "git+https://github.com/transitive-bullshit/agentic.git",
+    "directory": "packages/hacker-news"
   },
   "type": "module",
   "source": "./src/index.ts",
diff --git a/packages/hunter/package.json b/packages/hunter/package.json
index 002cd3a..8ec7996 100644
--- a/packages/hunter/package.json
+++ b/packages/hunter/package.json
@@ -6,7 +6,8 @@
   "license": "MIT",
   "repository": {
     "type": "git",
-    "url": "git+https://github.com/transitive-bullshit/agentic.git"
+    "url": "git+https://github.com/transitive-bullshit/agentic.git",
+    "directory": "packages/hunter"
   },
   "type": "module",
   "source": "./src/index.ts",
diff --git a/packages/jigsawstack/package.json b/packages/jigsawstack/package.json
index 3b47fa5..8e12259 100644
--- a/packages/jigsawstack/package.json
+++ b/packages/jigsawstack/package.json
@@ -6,7 +6,8 @@
   "license": "MIT",
   "repository": {
     "type": "git",
-    "url": "git+https://github.com/transitive-bullshit/agentic.git"
+    "url": "git+https://github.com/transitive-bullshit/agentic.git",
+    "directory": "packages/jigsawstack"
   },
   "type": "module",
   "source": "./src/index.ts",
diff --git a/packages/jina/package.json b/packages/jina/package.json
index 1f4d87d..67b0e07 100644
--- a/packages/jina/package.json
+++ b/packages/jina/package.json
@@ -6,7 +6,8 @@
   "license": "MIT",
   "repository": {
     "type": "git",
-    "url": "git+https://github.com/transitive-bullshit/agentic.git"
+    "url": "git+https://github.com/transitive-bullshit/agentic.git",
+    "directory": "packages/jina"
   },
   "type": "module",
   "source": "./src/index.ts",
diff --git a/packages/langchain/package.json b/packages/langchain/package.json
index 538b8a3..7553c67 100644
--- a/packages/langchain/package.json
+++ b/packages/langchain/package.json
@@ -6,7 +6,8 @@
   "license": "MIT",
   "repository": {
     "type": "git",
-    "url": "git+https://github.com/transitive-bullshit/agentic.git"
+    "url": "git+https://github.com/transitive-bullshit/agentic.git",
+    "directory": "packages/langchain"
   },
   "type": "module",
   "source": "./src/index.ts",
diff --git a/packages/llamaindex/package.json b/packages/llamaindex/package.json
index cba66f1..2ac4548 100644
--- a/packages/llamaindex/package.json
+++ b/packages/llamaindex/package.json
@@ -6,7 +6,8 @@
   "license": "MIT",
   "repository": {
     "type": "git",
-    "url": "git+https://github.com/transitive-bullshit/agentic.git"
+    "url": "git+https://github.com/transitive-bullshit/agentic.git",
+    "directory": "packages/llamaindex"
   },
   "type": "module",
   "source": "./src/index.ts",
diff --git a/packages/mastra/package.json b/packages/mastra/package.json
index be45b13..2eaf8e5 100644
--- a/packages/mastra/package.json
+++ b/packages/mastra/package.json
@@ -6,7 +6,8 @@
   "license": "MIT",
   "repository": {
     "type": "git",
-    "url": "git+https://github.com/transitive-bullshit/agentic.git"
+    "url": "git+https://github.com/transitive-bullshit/agentic.git",
+    "directory": "packages/mastra"
   },
   "type": "module",
   "source": "./src/index.ts",
diff --git a/packages/mcp/package.json b/packages/mcp/package.json
index 07082cf..5c318b9 100644
--- a/packages/mcp/package.json
+++ b/packages/mcp/package.json
@@ -6,7 +6,8 @@
   "license": "MIT",
   "repository": {
     "type": "git",
-    "url": "git+https://github.com/transitive-bullshit/agentic.git"
+    "url": "git+https://github.com/transitive-bullshit/agentic.git",
+    "directory": "packages/mcp"
   },
   "type": "module",
   "source": "./src/index.ts",
diff --git a/packages/midjourney/package.json b/packages/midjourney/package.json
index b01e187..09e463d 100644
--- a/packages/midjourney/package.json
+++ b/packages/midjourney/package.json
@@ -6,7 +6,8 @@
   "license": "MIT",
   "repository": {
     "type": "git",
-    "url": "git+https://github.com/transitive-bullshit/agentic.git"
+    "url": "git+https://github.com/transitive-bullshit/agentic.git",
+    "directory": "packages/midjourney"
   },
   "type": "module",
   "source": "./src/index.ts",
diff --git a/packages/novu/package.json b/packages/novu/package.json
index d4cbfe6..51d8da6 100644
--- a/packages/novu/package.json
+++ b/packages/novu/package.json
@@ -6,7 +6,8 @@
   "license": "MIT",
   "repository": {
     "type": "git",
-    "url": "git+https://github.com/transitive-bullshit/agentic.git"
+    "url": "git+https://github.com/transitive-bullshit/agentic.git",
+    "directory": "packages/novu"
   },
   "type": "module",
   "source": "./src/index.ts",
diff --git a/packages/open-meteo/package.json b/packages/open-meteo/package.json
index a5327fe..11c81ae 100644
--- a/packages/open-meteo/package.json
+++ b/packages/open-meteo/package.json
@@ -6,7 +6,8 @@
   "license": "MIT",
   "repository": {
     "type": "git",
-    "url": "git+https://github.com/transitive-bullshit/agentic.git"
+    "url": "git+https://github.com/transitive-bullshit/agentic.git",
+    "directory": "packages/open-meteo"
   },
   "type": "module",
   "source": "./src/index.ts",
diff --git a/packages/openapi-to-ts/package.json b/packages/openapi-to-ts/package.json
index 06264e4..0003713 100644
--- a/packages/openapi-to-ts/package.json
+++ b/packages/openapi-to-ts/package.json
@@ -6,7 +6,8 @@
   "license": "MIT",
   "repository": {
     "type": "git",
-    "url": "git+https://github.com/transitive-bullshit/agentic.git"
+    "url": "git+https://github.com/transitive-bullshit/agentic.git",
+    "directory": "packages/openapi-to-ts"
   },
   "type": "module",
   "source": "./src/index.ts",
diff --git a/packages/people-data-labs/package.json b/packages/people-data-labs/package.json
index ef8978e..718784b 100644
--- a/packages/people-data-labs/package.json
+++ b/packages/people-data-labs/package.json
@@ -6,7 +6,8 @@
   "license": "MIT",
   "repository": {
     "type": "git",
-    "url": "git+https://github.com/transitive-bullshit/agentic.git"
+    "url": "git+https://github.com/transitive-bullshit/agentic.git",
+    "directory": "packages/people-data-labs"
   },
   "type": "module",
   "source": "./src/index.ts",
diff --git a/packages/perigon/package.json b/packages/perigon/package.json
index bffb04c..fda8d33 100644
--- a/packages/perigon/package.json
+++ b/packages/perigon/package.json
@@ -6,7 +6,8 @@
   "license": "MIT",
   "repository": {
     "type": "git",
-    "url": "git+https://github.com/transitive-bullshit/agentic.git"
+    "url": "git+https://github.com/transitive-bullshit/agentic.git",
+    "directory": "packages/perigon"
   },
   "type": "module",
   "source": "./src/index.ts",
diff --git a/packages/polygon/package.json b/packages/polygon/package.json
index 13be554..6381b7f 100644
--- a/packages/polygon/package.json
+++ b/packages/polygon/package.json
@@ -6,7 +6,8 @@
   "license": "MIT",
   "repository": {
     "type": "git",
-    "url": "git+https://github.com/transitive-bullshit/agentic.git"
+    "url": "git+https://github.com/transitive-bullshit/agentic.git",
+    "directory": "packages/polygon"
   },
   "type": "module",
   "source": "./src/index.ts",
diff --git a/packages/predict-leads/package.json b/packages/predict-leads/package.json
index 0589e3a..ccc8ecc 100644
--- a/packages/predict-leads/package.json
+++ b/packages/predict-leads/package.json
@@ -6,7 +6,8 @@
   "license": "MIT",
   "repository": {
     "type": "git",
-    "url": "git+https://github.com/transitive-bullshit/agentic.git"
+    "url": "git+https://github.com/transitive-bullshit/agentic.git",
+    "directory": "packages/predict-leads"
   },
   "type": "module",
   "source": "./src/index.ts",
diff --git a/packages/proxycurl/package.json b/packages/proxycurl/package.json
index f445c6e..172e819 100644
--- a/packages/proxycurl/package.json
+++ b/packages/proxycurl/package.json
@@ -6,7 +6,8 @@
   "license": "MIT",
   "repository": {
     "type": "git",
-    "url": "git+https://github.com/transitive-bullshit/agentic.git"
+    "url": "git+https://github.com/transitive-bullshit/agentic.git",
+    "directory": "packages/proxycurl"
   },
   "type": "module",
   "source": "./src/index.ts",
diff --git a/packages/searxng/package.json b/packages/searxng/package.json
index dce465e..a9b7bb4 100644
--- a/packages/searxng/package.json
+++ b/packages/searxng/package.json
@@ -6,7 +6,8 @@
   "license": "MIT",
   "repository": {
     "type": "git",
-    "url": "git+https://github.com/transitive-bullshit/agentic.git"
+    "url": "git+https://github.com/transitive-bullshit/agentic.git",
+    "directory": "packages/searxng"
   },
   "type": "module",
   "source": "./src/index.ts",
diff --git a/packages/serpapi/package.json b/packages/serpapi/package.json
index 0c013f0..614bcbb 100644
--- a/packages/serpapi/package.json
+++ b/packages/serpapi/package.json
@@ -6,7 +6,8 @@
   "license": "MIT",
   "repository": {
     "type": "git",
-    "url": "git+https://github.com/transitive-bullshit/agentic.git"
+    "url": "git+https://github.com/transitive-bullshit/agentic.git",
+    "directory": "packages/serpapi"
   },
   "type": "module",
   "source": "./src/index.ts",
diff --git a/packages/serper/package.json b/packages/serper/package.json
index 242aa1c..55aa7ef 100644
--- a/packages/serper/package.json
+++ b/packages/serper/package.json
@@ -6,7 +6,8 @@
   "license": "MIT",
   "repository": {
     "type": "git",
-    "url": "git+https://github.com/transitive-bullshit/agentic.git"
+    "url": "git+https://github.com/transitive-bullshit/agentic.git",
+    "directory": "packages/serper"
   },
   "type": "module",
   "source": "./src/index.ts",
diff --git a/packages/slack/package.json b/packages/slack/package.json
index 173675b..5357a28 100644
--- a/packages/slack/package.json
+++ b/packages/slack/package.json
@@ -6,7 +6,8 @@
   "license": "MIT",
   "repository": {
     "type": "git",
-    "url": "git+https://github.com/transitive-bullshit/agentic.git"
+    "url": "git+https://github.com/transitive-bullshit/agentic.git",
+    "directory": "packages/slack"
   },
   "type": "module",
   "source": "./src/index.ts",
diff --git a/packages/social-data/package.json b/packages/social-data/package.json
index 0bed080..46aef91 100644
--- a/packages/social-data/package.json
+++ b/packages/social-data/package.json
@@ -6,7 +6,8 @@
   "license": "MIT",
   "repository": {
     "type": "git",
-    "url": "git+https://github.com/transitive-bullshit/agentic.git"
+    "url": "git+https://github.com/transitive-bullshit/agentic.git",
+    "directory": "packages/social-data"
   },
   "type": "module",
   "source": "./src/index.ts",
diff --git a/packages/stdlib/package.json b/packages/stdlib/package.json
index 3d59f24..d4f0d5d 100644
--- a/packages/stdlib/package.json
+++ b/packages/stdlib/package.json
@@ -6,7 +6,8 @@
   "license": "MIT",
   "repository": {
     "type": "git",
-    "url": "git+https://github.com/transitive-bullshit/agentic.git"
+    "url": "git+https://github.com/transitive-bullshit/agentic.git",
+    "directory": "packages/stdlib"
   },
   "type": "module",
   "source": "./src/index.ts",
diff --git a/packages/tavily/package.json b/packages/tavily/package.json
index 31cf856..c97013e 100644
--- a/packages/tavily/package.json
+++ b/packages/tavily/package.json
@@ -6,7 +6,8 @@
   "license": "MIT",
   "repository": {
     "type": "git",
-    "url": "git+https://github.com/transitive-bullshit/agentic.git"
+    "url": "git+https://github.com/transitive-bullshit/agentic.git",
+    "directory": "packages/tavily"
   },
   "type": "module",
   "source": "./src/index.ts",
diff --git a/packages/twilio/package.json b/packages/twilio/package.json
index 5c9f0e3..18ef8f7 100644
--- a/packages/twilio/package.json
+++ b/packages/twilio/package.json
@@ -6,7 +6,8 @@
   "license": "MIT",
   "repository": {
     "type": "git",
-    "url": "git+https://github.com/transitive-bullshit/agentic.git"
+    "url": "git+https://github.com/transitive-bullshit/agentic.git",
+    "directory": "packages/twilio"
   },
   "type": "module",
   "source": "./src/index.ts",
diff --git a/packages/twitter/package.json b/packages/twitter/package.json
index fdc8134..5a15d68 100644
--- a/packages/twitter/package.json
+++ b/packages/twitter/package.json
@@ -6,7 +6,8 @@
   "license": "MIT",
   "repository": {
     "type": "git",
-    "url": "git+https://github.com/transitive-bullshit/agentic.git"
+    "url": "git+https://github.com/transitive-bullshit/agentic.git",
+    "directory": "packages/twitter"
   },
   "type": "module",
   "source": "./src/index.ts",
diff --git a/packages/weather/package.json b/packages/weather/package.json
index 185e17c..5b12323 100644
--- a/packages/weather/package.json
+++ b/packages/weather/package.json
@@ -6,7 +6,8 @@
   "license": "MIT",
   "repository": {
     "type": "git",
-    "url": "git+https://github.com/transitive-bullshit/agentic.git"
+    "url": "git+https://github.com/transitive-bullshit/agentic.git",
+    "directory": "packages/weather"
   },
   "type": "module",
   "source": "./src/index.ts",
diff --git a/packages/wikidata/package.json b/packages/wikidata/package.json
index 919c05b..64fb0c4 100644
--- a/packages/wikidata/package.json
+++ b/packages/wikidata/package.json
@@ -6,7 +6,8 @@
   "license": "MIT",
   "repository": {
     "type": "git",
-    "url": "git+https://github.com/transitive-bullshit/agentic.git"
+    "url": "git+https://github.com/transitive-bullshit/agentic.git",
+    "directory": "packages/wikidata"
   },
   "type": "module",
   "source": "./src/index.ts",
diff --git a/packages/wikipedia/package.json b/packages/wikipedia/package.json
index 80c9350..2a97927 100644
--- a/packages/wikipedia/package.json
+++ b/packages/wikipedia/package.json
@@ -6,7 +6,8 @@
   "license": "MIT",
   "repository": {
     "type": "git",
-    "url": "git+https://github.com/transitive-bullshit/agentic.git"
+    "url": "git+https://github.com/transitive-bullshit/agentic.git",
+    "directory": "packages/wikipedia"
   },
   "type": "module",
   "source": "./src/index.ts",
diff --git a/packages/wolfram-alpha/package.json b/packages/wolfram-alpha/package.json
index 64cffa2..b0ec243 100644
--- a/packages/wolfram-alpha/package.json
+++ b/packages/wolfram-alpha/package.json
@@ -6,7 +6,8 @@
   "license": "MIT",
   "repository": {
     "type": "git",
-    "url": "git+https://github.com/transitive-bullshit/agentic.git"
+    "url": "git+https://github.com/transitive-bullshit/agentic.git",
+    "directory": "packages/wolfram-alpha"
   },
   "type": "module",
   "source": "./src/index.ts",
diff --git a/packages/xsai/package.json b/packages/xsai/package.json
index 664f722..6d5026f 100644
--- a/packages/xsai/package.json
+++ b/packages/xsai/package.json
@@ -6,7 +6,8 @@
   "license": "MIT",
   "repository": {
     "type": "git",
-    "url": "git+https://github.com/transitive-bullshit/agentic.git"
+    "url": "git+https://github.com/transitive-bullshit/agentic.git",
+    "directory": "packages/xsai"
   },
   "type": "module",
   "source": "./src/index.ts",
diff --git a/pnpm-lock.yaml b/pnpm-lock.yaml
index 9f95411..7e58fbc 100644
--- a/pnpm-lock.yaml
+++ b/pnpm-lock.yaml
@@ -7,8 +7,8 @@ settings:
 catalogs:
   default:
     '@ai-sdk/openai':
-      specifier: ^1.3.7
-      version: 1.3.7
+      specifier: ^1.3.9
+      version: 1.3.9
     '@apidevtools/swagger-parser':
       specifier: ^10.1.1
       version: 10.1.1
@@ -25,17 +25,17 @@ catalogs:
       specifier: ^3.2.0
       version: 3.2.0
     '@langchain/core':
-      specifier: ^0.3.43
-      version: 0.3.43
+      specifier: ^0.3.44
+      version: 0.3.44
     '@langchain/openai':
-      specifier: ^0.5.4
-      version: 0.5.4
+      specifier: ^0.5.5
+      version: 0.5.5
     '@mastra/core':
-      specifier: ^0.7.0
-      version: 0.7.0
+      specifier: ^0.8.1
+      version: 0.8.1
     '@modelcontextprotocol/sdk':
-      specifier: ^1.8.0
-      version: 1.8.0
+      specifier: ^1.9.0
+      version: 1.9.0
     '@nangohq/node':
       specifier: 0.42.22
       version: 0.42.22
@@ -49,8 +49,8 @@ catalogs:
       specifier: ^0.2.0-beta.3
       version: 0.2.0-beta.3
     ai:
-      specifier: ^4.3.2
-      version: 4.3.2
+      specifier: ^4.3.4
+      version: 4.3.4
     bumpp:
       specifier: ^10.1.0
       version: 10.1.0
@@ -91,8 +91,8 @@ catalogs:
       specifier: ^5.2.0
       version: 5.2.0
     genkit:
-      specifier: ^1.5.0
-      version: 1.5.0
+      specifier: ^1.6.0
+      version: 1.6.0
     genkitx-openai:
       specifier: ^0.20.2
       version: 0.20.2
@@ -109,14 +109,14 @@ catalogs:
       specifier: ^1.8.0
       version: 1.8.0
     langchain:
-      specifier: ^0.3.20
-      version: 0.3.20
+      specifier: ^0.3.21
+      version: 0.3.21
     lint-staged:
       specifier: ^15.5.0
       version: 15.5.0
     llamaindex:
-      specifier: ^0.9.16
-      version: 0.9.16
+      specifier: ^0.9.17
+      version: 0.9.17
     mathjs:
       specifier: ^13.2.3
       version: 13.2.3
@@ -130,8 +130,8 @@ catalogs:
       specifier: ^1.2.1
       version: 1.2.1
     openai:
-      specifier: ^4.91.1
-      version: 4.91.1
+      specifier: ^4.93.0
+      version: 4.93.0
     openai-fetch:
       specifier: ^3.4.2
       version: 3.4.2
@@ -268,16 +268,16 @@ importers:
         version: link:../../packages/stdlib
       '@ai-sdk/openai':
         specifier: 'catalog:'
-        version: 1.3.7(zod@3.24.2)
+        version: 1.3.9(zod@3.24.2)
       ai:
         specifier: 'catalog:'
-        version: 4.3.2(react@18.3.1)(zod@3.24.2)
+        version: 4.3.4(react@18.3.1)(zod@3.24.2)
       exit-hook:
         specifier: 'catalog:'
         version: 4.0.0
       openai:
         specifier: 'catalog:'
-        version: 4.91.1(encoding@0.1.13)(ws@8.18.0)(zod@3.24.2)
+        version: 4.93.0(encoding@0.1.13)(ws@8.18.0)(zod@3.24.2)
       zod:
         specifier: 'catalog:'
         version: 3.24.2
@@ -322,10 +322,10 @@ importers:
         version: link:../../packages/stdlib
       genkit:
         specifier: 'catalog:'
-        version: 1.5.0
+        version: 1.6.0
       genkitx-openai:
         specifier: 'catalog:'
-        version: 0.20.2(encoding@0.1.13)(genkit@1.5.0)(ws@8.18.0)(zod@3.24.2)
+        version: 0.20.2(encoding@0.1.13)(genkit@1.6.0)(ws@8.18.0)(zod@3.24.2)
       zod:
         specifier: 'catalog:'
         version: 3.24.2
@@ -340,13 +340,13 @@ importers:
         version: link:../../packages/stdlib
       '@langchain/core':
         specifier: 'catalog:'
-        version: 0.3.43(openai@4.91.1(encoding@0.1.13)(ws@8.18.0)(zod@3.24.2))
+        version: 0.3.44(openai@4.93.0(encoding@0.1.13)(ws@8.18.0)(zod@3.24.2))
       '@langchain/openai':
         specifier: 'catalog:'
-        version: 0.5.4(@langchain/core@0.3.43(openai@4.91.1(encoding@0.1.13)(ws@8.18.0)(zod@3.24.2)))(encoding@0.1.13)(ws@8.18.0)
+        version: 0.5.5(@langchain/core@0.3.44(openai@4.93.0(encoding@0.1.13)(ws@8.18.0)(zod@3.24.2)))(encoding@0.1.13)(ws@8.18.0)
       langchain:
         specifier: 'catalog:'
-        version: 0.3.20(@langchain/core@0.3.43(openai@4.91.1(encoding@0.1.13)(ws@8.18.0)(zod@3.24.2)))(axios@1.7.9)(encoding@0.1.13)(handlebars@4.7.8)(openai@4.91.1(encoding@0.1.13)(ws@8.18.0)(zod@3.24.2))(ws@8.18.0)
+        version: 0.3.21(@langchain/core@0.3.44(openai@4.93.0(encoding@0.1.13)(ws@8.18.0)(zod@3.24.2)))(axios@1.7.9)(encoding@0.1.13)(handlebars@4.7.8)(openai@4.93.0(encoding@0.1.13)(ws@8.18.0)(zod@3.24.2))(ws@8.18.0)
       zod:
         specifier: 'catalog:'
         version: 3.24.2
@@ -364,7 +364,7 @@ importers:
         version: link:../../packages/stdlib
       llamaindex:
         specifier: 'catalog:'
-        version: 0.9.16(encoding@0.1.13)(gpt-tokenizer@2.8.1)(tree-sitter@0.22.4)(web-tree-sitter@0.24.7)(ws@8.18.0)(zod@3.24.2)
+        version: 0.9.17(encoding@0.1.13)(gpt-tokenizer@2.8.1)(tree-sitter@0.22.4)(web-tree-sitter@0.24.7)(ws@8.18.0)(zod@3.24.2)
       zod:
         specifier: 'catalog:'
         version: 3.24.2
@@ -379,10 +379,10 @@ importers:
         version: link:../../packages/weather
       '@ai-sdk/openai':
         specifier: 'catalog:'
-        version: 1.3.7(zod@3.24.2)
+        version: 1.3.9(zod@3.24.2)
       '@mastra/core':
         specifier: 'catalog:'
-        version: 0.7.0(encoding@0.1.13)(react@18.3.1)
+        version: 0.8.1(encoding@0.1.13)(openapi-types@12.1.3)(react@18.3.1)
       zod:
         specifier: 'catalog:'
         version: 3.24.2
@@ -397,7 +397,7 @@ importers:
         version: link:../../packages/stdlib
       openai:
         specifier: 'catalog:'
-        version: 4.91.1(encoding@0.1.13)(ws@8.18.0)(zod@3.24.2)
+        version: 4.93.0(encoding@0.1.13)(ws@8.18.0)(zod@3.24.2)
       zod:
         specifier: 'catalog:'
         version: 3.24.2
@@ -443,7 +443,7 @@ importers:
     devDependencies:
       ai:
         specifier: 'catalog:'
-        version: 4.3.2(react@18.3.1)(zod@3.24.2)
+        version: 4.3.4(react@18.3.1)(zod@3.24.2)
 
   packages/apollo:
     dependencies:
@@ -663,7 +663,7 @@ importers:
     devDependencies:
       genkit:
         specifier: 'catalog:'
-        version: 1.5.0
+        version: 1.6.0
 
   packages/github:
     dependencies:
@@ -742,10 +742,10 @@ importers:
         version: link:../core
       '@ai-sdk/openai':
         specifier: 'catalog:'
-        version: 1.3.7(zod@3.24.2)
+        version: 1.3.9(zod@3.24.2)
       ai:
         specifier: 'catalog:'
-        version: 4.3.2(react@18.3.1)(zod@3.24.2)
+        version: 4.3.4(react@18.3.1)(zod@3.24.2)
 
   packages/jina:
     dependencies:
@@ -770,7 +770,7 @@ importers:
     devDependencies:
       '@langchain/core':
         specifier: 'catalog:'
-        version: 0.3.43(openai@4.91.1(encoding@0.1.13)(ws@8.18.0)(zod@3.24.2))
+        version: 0.3.44(openai@4.93.0(encoding@0.1.13)(ws@8.18.0)(zod@3.24.2))
 
   packages/leadmagic:
     dependencies:
@@ -795,7 +795,7 @@ importers:
     devDependencies:
       llamaindex:
         specifier: 'catalog:'
-        version: 0.9.16(encoding@0.1.13)(gpt-tokenizer@2.8.1)(tree-sitter@0.22.4)(web-tree-sitter@0.24.7)(ws@8.18.0)(zod@3.24.2)
+        version: 0.9.17(encoding@0.1.13)(gpt-tokenizer@2.8.1)(tree-sitter@0.22.4)(web-tree-sitter@0.24.7)(ws@8.18.0)(zod@3.24.2)
 
   packages/mastra:
     dependencies:
@@ -805,7 +805,7 @@ importers:
     devDependencies:
       '@mastra/core':
         specifier: 'catalog:'
-        version: 0.7.0(encoding@0.1.13)(react@18.3.1)
+        version: 0.8.1(encoding@0.1.13)(openapi-types@12.1.3)(react@18.3.1)
 
   packages/mcp:
     dependencies:
@@ -814,7 +814,7 @@ importers:
         version: link:../core
       '@modelcontextprotocol/sdk':
         specifier: 'catalog:'
-        version: 1.8.0
+        version: 1.9.0
       zod:
         specifier: 'catalog:'
         version: 3.24.2
@@ -1340,8 +1340,8 @@ importers:
 
 packages:
 
-  '@ai-sdk/openai@1.3.7':
-    resolution: {integrity: sha512-JjjEulfMgH5kGyCWKdyhxNLSIs2qBkUr6LtzNJtYlV23e5RbOHA5qgbbxn6IbGxeZs4xpPhpGmOnUVzh7GZwcg==}
+  '@ai-sdk/openai@1.3.9':
+    resolution: {integrity: sha512-XSkGWewA7UzyJu6Pfkzp4GsIqnyiE3tONlRh9WYBAZkD67bh3LY7wY+CGSuJzMkv/o4dBPT0gpVc9f7nn4D3rw==}
     engines: {node: '>=18'}
     peerDependencies:
       zod: ^3.0.0
@@ -1352,10 +1352,20 @@ packages:
     peerDependencies:
       zod: ^3.23.8
 
+  '@ai-sdk/provider-utils@2.2.6':
+    resolution: {integrity: sha512-sUlZ7Gnq84DCGWMQRIK8XVbkzIBnvPR1diV4v6JwPgpn5armnLI/j+rqn62MpLrU5ZCQZlDKl/Lw6ed3ulYqaA==}
+    engines: {node: '>=18'}
+    peerDependencies:
+      zod: ^3.23.8
+
   '@ai-sdk/provider@1.1.0':
     resolution: {integrity: sha512-0M+qjp+clUD0R1E5eWQFhxEvWLNaOtGQRUaBn8CUABnSKredagq92hUS9VjOzGsTm37xLfpaxl97AVtbeOsHew==}
     engines: {node: '>=18'}
 
+  '@ai-sdk/provider@1.1.2':
+    resolution: {integrity: sha512-ITdgNilJZwLKR7X5TnUr1BsQW6UTX5yFp0h66Nfx8XjBYkWD9W3yugr50GOz3CnE9m/U/Cd5OyEbTMI0rgi6ZQ==}
+    engines: {node: '>=18'}
+
   '@ai-sdk/react@1.2.6':
     resolution: {integrity: sha512-5BFChNbcYtcY9MBStcDev7WZRHf0NpTrk8yfSoedWctB3jfWkFd1HECBvdc8w3mUQshF2MumLHtAhRO7IFtGGQ==}
     engines: {node: '>=18'}
@@ -1366,12 +1376,28 @@ packages:
       zod:
         optional: true
 
+  '@ai-sdk/react@1.2.8':
+    resolution: {integrity: sha512-S2FzCSi4uTF0JuSN6zYMXyiAWVAzi/Hho8ISYgHpGZiICYLNCP2si4DuXQOsnWef3IXzQPLVoE11C63lILZIkw==}
+    engines: {node: '>=18'}
+    peerDependencies:
+      react: ^18 || ^19 || ^19.0.0-rc
+      zod: ^3.23.8
+    peerDependenciesMeta:
+      zod:
+        optional: true
+
   '@ai-sdk/ui-utils@1.2.5':
     resolution: {integrity: sha512-XDgqnJcaCkDez7qolvk+PDbs/ceJvgkNkxkOlc9uDWqxfDJxtvCZ+14MP/1qr4IBwGIgKVHzMDYDXvqVhSWLzg==}
     engines: {node: '>=18'}
     peerDependencies:
       zod: ^3.23.8
 
+  '@ai-sdk/ui-utils@1.2.7':
+    resolution: {integrity: sha512-OVRxa4SDj0wVsMZ8tGr/whT89oqNtNoXBKmqWC2BRv5ZG6azL2LYZ5ZK35u3lb4l1IE7cWGsLlmq0py0ttsL7A==}
+    engines: {node: '>=18'}
+    peerDependencies:
+      zod: ^3.23.8
+
   '@anush008/tokenizers-darwin-universal@0.0.0':
     resolution: {integrity: sha512-SACpWEooTjFX89dFKRVUhivMxxcZRtA3nJGVepdLyrwTkQ1TZQ8581B5JoXp0TcTMHfgnDaagifvVoBiFEdNCQ==}
     engines: {node: '>= 10'}
@@ -1795,11 +1821,11 @@ packages:
       prettier: '>= 3'
       typescript: '>= 5'
 
-  '@genkit-ai/ai@1.5.0':
-    resolution: {integrity: sha512-nCH7cEJpvsLANtvuA6q/FVWvF+O29NtFt3eoQAgKbhkWs+89cjwdC82lS/fIxCNciENE3Ob1EAVh5xvv6/vN2g==}
+  '@genkit-ai/ai@1.6.0':
+    resolution: {integrity: sha512-jgvzbNGnAtULI6kfBkH7UwMmajDz1UELsWya+8f4YkSWlOpxVBIXCjqzvfLqa6OVliV2FbAbLibWNgz7BKKJKA==}
 
-  '@genkit-ai/core@1.5.0':
-    resolution: {integrity: sha512-enLpAH3jvQ5yxIIKrplFHDPhbXHcFBsgD9omIFwzX2LRxFKuxrqgdopxFEmcuCSMc8OZSgXgiINwI1ZUUEd3Cw==}
+  '@genkit-ai/core@1.6.0':
+    resolution: {integrity: sha512-7qcdETsrzJO8rtzt2q3MeqF6SA/Uj6T+n7q82YPxfXE0XbiBI8ydlxzSEvfhlASnHSoF2Ve4HzjgEb9opgmWvw==}
 
   '@googleapis/customsearch@3.2.0':
     resolution: {integrity: sha512-NTS4S3YepwYTqvk3aYKzm6g7oXjE7rQjswoXtw4leX7ykpyu2GWwflW6haaqctZHj6IJbJ1k0xgbgLTn1BByYQ==}
@@ -1838,6 +1864,10 @@ packages:
     resolution: {integrity: sha512-O8jcjabXaleOG9DQ0+ARXWZBTfnP4WNAqzuiJK7ll44AmxGKv/J2M4TPjxjY3znBCfvBXFzucm1twdyFybFqEA==}
     engines: {node: '>=12'}
 
+  '@isaacs/fs-minipass@4.0.1':
+    resolution: {integrity: sha512-wgm9Ehl2jpeqP3zw/7mo3kRHFp5MEDhqAdwy1fTGkHAwnkGOVsgpvQhL8B5n1qlb01jV3n/bI0ZfZp5lWA1k4w==}
+    engines: {node: '>=18.0.0'}
+
   '@jridgewell/gen-mapping@0.3.8':
     resolution: {integrity: sha512-imAbBGkb+ebQyxKgzv5Hu2nmROxoDOXHh80evxdoXNOrvAnVx7zimzc1Oo5h9RlfV4vPXaE2iM5pOFbvOCClWA==}
     engines: {node: '>=6.0.0'}
@@ -1862,12 +1892,12 @@ packages:
   '@jsdevtools/ono@7.1.3':
     resolution: {integrity: sha512-4JQNk+3mVzK3xh2rqd6RB4J46qUR19azEHBneZyTZM+c456qOrbbM/5xcR8huNCCcbVt7+UmizG6GuUvPvKUYg==}
 
-  '@langchain/core@0.3.43':
-    resolution: {integrity: sha512-DwiSUwmZqcuOn7j8SFdeOH1nvaUqG7q8qn3LhobdQYEg5PmjLgd2yLr2KzuT/YWMBfjkOR+Di5K6HEdFmouTxg==}
+  '@langchain/core@0.3.44':
+    resolution: {integrity: sha512-3BsSFf7STvPPZyl2kMANgtVnCUvDdyP4k+koP+nY2Tczd5V+RFkuazIn/JOj/xxy/neZjr4PxFU4BFyF1aKXOA==}
     engines: {node: '>=18'}
 
-  '@langchain/openai@0.5.4':
-    resolution: {integrity: sha512-fBIEgaAMs1OHHjSuOwtonhtFTlRyFETAS9y/4SZxlXV5lLdwEU5OAbfaBTcCR0A58rrlmgt8iPnm2IWn4Onjjw==}
+  '@langchain/openai@0.5.5':
+    resolution: {integrity: sha512-QwdZrWcx6FB+UMKQ6+a0M9ZXzeUnZCwXP7ltqCCycPzdfiwxg3TQ6WkSefdEyiPpJcVVq/9HZSxrzGmf18QGyw==}
     engines: {node: '>=18'}
     peerDependencies:
       '@langchain/core': '>=0.3.39 <0.4.0'
@@ -1929,8 +1959,8 @@ packages:
     cpu: [x64]
     os: [win32]
 
-  '@llamaindex/cloud@4.0.2':
-    resolution: {integrity: sha512-/uAuGXFvrzt/GbIXHyc2PHZWWcP+sKFKM6YTaYj7iQnhjJzwKB0HEWJ7lp4teh610VeP7nUiZXEC610iGNFKPA==}
+  '@llamaindex/cloud@4.0.3':
+    resolution: {integrity: sha512-pUHX8Ecs4WAXIoAcegPzuxz05SsufU5+HAdb9H/gowLB1rydQOJjk2CvBuzgQbbablmggvCBpt/tpdEZYOKd2w==}
     peerDependencies:
       '@llamaindex/core': 0.6.2
       '@llamaindex/env': 0.1.29
@@ -1960,19 +1990,19 @@ packages:
   '@llamaindex/openai@0.3.0':
     resolution: {integrity: sha512-SJJqyas7/SRz5YhegjrL6pQCt2Zx6MbOHbZgyPEwSXtVU1XzE8xfmaf5RmbIdOKT7+xhPKbt6pUc0en+Z4h+tw==}
 
-  '@llamaindex/workflow@1.0.2':
-    resolution: {integrity: sha512-9C24bASoWWXtH8BdRrrd5gZmGuN0Z7axtLPkXxrRy/RwSZxNMAL3fti3OAOp2yEM7puvtu2s5xFEaPeFyZMOwQ==}
+  '@llamaindex/workflow@1.0.3':
+    resolution: {integrity: sha512-GzYzLfn12BTQiLVwFr9tGl1Sa7PPVErLLQAJMgvfjUK8cv764SpJGqln8iKTxnKF05HcRrmJeE7ZD9Lzpf7UrA==}
     peerDependencies:
       '@llamaindex/core': 0.6.2
       '@llamaindex/env': 0.1.29
       zod: ^3.23.8
 
-  '@mastra/core@0.7.0':
-    resolution: {integrity: sha512-Sqe9An7GfA9wEYTDyxhT6yKnhjFxg27DdeC2/BMeB9cAvX+LsnnoAJ9s33NyXInqaGRd9QT38xXrm2mz7x10iQ==}
+  '@mastra/core@0.8.1':
+    resolution: {integrity: sha512-R5nIlHB6lx79QNaAwrLiOxxURvQzEtfI1HAWT7c/qo0w5cUsFKU+AxOT0ITZqG79STAanJ2YkvJwkbhVmRh05Q==}
     engines: {node: '>=20'}
 
-  '@modelcontextprotocol/sdk@1.8.0':
-    resolution: {integrity: sha512-e06W7SwrontJDHwCawNO5SGxG+nU9AAx+jpHHZqGl/WrDBdWOpvirC+s58VpJTB5QemI4jTRcjWT4Pt3Q1NPQQ==}
+  '@modelcontextprotocol/sdk@1.9.0':
+    resolution: {integrity: sha512-Jq2EUCQpe0iyO5FGpzVYDNFR6oR53AIrwph9yWl7uSc7IWUMsrmpmSaTGra5hQNunXpM+9oit85p924jWuHzUA==}
     engines: {node: '>=18'}
 
   '@nangohq/node@0.42.22':
@@ -3084,9 +3114,6 @@ packages:
   '@types/node@20.17.27':
     resolution: {integrity: sha512-U58sbKhDrthHlxHRJw7ZLiLDZGmAUOZUbpw0S6nL27sYUdhvgBLCRu/keSd6qcTsfArd1sRFCCBxzWATGr/0UA==}
 
-  '@types/node@22.13.16':
-    resolution: {integrity: sha512-15tM+qA4Ypml/N7kyRdvfRjBQT2RL461uF1Bldn06K0Nzn1lY3nAPgHlsVrJxdZ9WhZiW0Fmc1lOYMtDsAuB3w==}
-
   '@types/node@22.14.0':
     resolution: {integrity: sha512-Kmpl+z84ILoG+3T/zQFyAJsU6EPTmOCj8/2+83fSN6djd6I4o7uOuGIH6vq3PrjY5BGitSbFuMN18j3iknubbA==}
 
@@ -3283,8 +3310,8 @@ packages:
     resolution: {integrity: sha512-kja8j7PjmncONqaTsB8fQ+wE2mSU2DJ9D4XKoJ5PFWIdRMa6SLSN1ff4mOr4jCbfRSsxR4keIiySJU0N9T5hIQ==}
     engines: {node: '>= 8.0.0'}
 
-  ai@4.3.1:
-    resolution: {integrity: sha512-6RSRE0x0FAUZxWpLOq6yrh1IFXakvvJgHs8xPHtt8VmsTqhgjP5GClguaGs+KCpVbVfdygwgji7YJjOwq80suQ==}
+  ai@4.3.2:
+    resolution: {integrity: sha512-h643SfhKil0Pnxk2tVIazFDL1JevutUghvc3mOpWqJFMcudmgtwQYlvxCkwSfljrrq+qIfne8d6jCihMMhM7pw==}
     engines: {node: '>=18'}
     peerDependencies:
       react: ^18 || ^19 || ^19.0.0-rc
@@ -3293,8 +3320,8 @@ packages:
       react:
         optional: true
 
-  ai@4.3.2:
-    resolution: {integrity: sha512-h643SfhKil0Pnxk2tVIazFDL1JevutUghvc3mOpWqJFMcudmgtwQYlvxCkwSfljrrq+qIfne8d6jCihMMhM7pw==}
+  ai@4.3.4:
+    resolution: {integrity: sha512-uMjzrowIqfU8CCCxhx8QGl7ETydHBROeNL0VoEwetkmDCY6Q8ZTacj6jNNqGJOiCk595aUrGR9VHPY9Ylvy1fg==}
     engines: {node: '>=18'}
     peerDependencies:
       react: ^18 || ^19 || ^19.0.0-rc
@@ -3460,6 +3487,10 @@ packages:
     resolution: {integrity: sha512-/hPxh61E+ll0Ujp24Ilm64cykicul1ypfwjVttduAiEdtnJFvLePSrIPk+HMImtNv5270wOGCb1Tns2rybMkoQ==}
     engines: {node: '>=18'}
 
+  boolean@3.2.0:
+    resolution: {integrity: sha512-d0II/GO9uf9lfUHH2BQsjxzRJZBdsjgsBiW4BvhWk/3qoKwQFjIDVN19PfX8F2D/r9PCMTtLWjYVCFrpeYUzsw==}
+    deprecated: Package no longer supported. Contact Support at https://www.npmjs.com/support for more info.
+
   bottleneck@2.19.5:
     resolution: {integrity: sha512-VHiNCbI1lKdl44tGrhNfU3lup0Tj/ZBMJB5/2ZbNXRCPuRCO7ed2mgcK4r17y+KB2EfuYuRaVlwNbAeaWGSpbw==}
 
@@ -3576,6 +3607,10 @@ packages:
     resolution: {integrity: sha512-bIomtDF5KGpdogkLd9VspvFzk9KfpyyGlS8YFVZl7TGPBHL5snIOnxeshwVgPteQ9b4Eydl+pVbIyE1DcvCWgQ==}
     engines: {node: '>=10'}
 
+  chownr@3.0.0:
+    resolution: {integrity: sha512-+IxzY9BZOQd/XuYPRmrvEVjF/nqj5kgT4kEq7VofrDoM1MxoRjEWkrCC3EtLi59TVawxTAn+orJwFQcrqEN1+g==}
+    engines: {node: '>=18'}
+
   ci-info@4.2.0:
     resolution: {integrity: sha512-cYY9mypksY8NRqgDB1XD1RiJL338v/551niynFTGkZOO2LHuB2OmOYxDIe/ttN9AHwrqdum1360G3ald0W9kCg==}
     engines: {node: '>=8'}
@@ -3605,6 +3640,10 @@ packages:
     resolution: {integrity: sha512-BSeNnyus75C4//NQ9gQt1/csTXyo/8Sb+afLAkzAptFuMsod9HFokGNudZpi/oQV73hnVK+sR+5PVRMd+Dr7YQ==}
     engines: {node: '>=12'}
 
+  clone@2.1.2:
+    resolution: {integrity: sha512-3Pe/CF1Nn94hyhIYpjtiLhdCoEoz0DqQ+988E9gmeEdQZlojxnOb74wctFyuwWQHzqyf9X7C7MG8juUpqBJT8w==}
+    engines: {node: '>=0.8'}
+
   codsen-utils@1.6.7:
     resolution: {integrity: sha512-M+9D3IhFAk4T8iATX62herVuIx1sp5kskWgxEegKD/JwTTSSGjGQs5Q5J4vVJ4mLcn1uhfxDYv6Yzr8zleHF3w==}
     engines: {node: '>=14.18.0'}
@@ -3843,6 +3882,9 @@ packages:
     resolution: {integrity: sha512-UX6sGumvvqSaXgdKGUsgZWqcUyIXZ/vZTrlRT/iobiKhGL0zL4d3osHj3uqllWJK+i+sixDS/3COVEOFbupFyw==}
     engines: {node: '>=8'}
 
+  detect-node@2.1.0:
+    resolution: {integrity: sha512-T0NIuQpnTvFDATNuHN5roPwSBG83rFsuO+MXXH9/3N1eFbn4wcPjttvjMLEPWJ0RGUYgQE7cGgS3tNxbqCGM7g==}
+
   diff-match-patch@1.0.5:
     resolution: {integrity: sha512-IayShXAgj/QMXgB0IWmKx+rOPuGMhqm5w6jvFxmVenXKIzRqTAAsbBPT3kWQeGANj3jGgvcvv4yK6SxqYmikgw==}
 
@@ -3966,6 +4008,9 @@ packages:
     resolution: {integrity: sha512-w+5mJ3GuFL+NjVtJlvydShqE1eN3h3PbI7/5LAsYJP/2qtuMXjfL2LpHSRqo4b4eSF5K/DH1JXKUAHSB2UW50g==}
     engines: {node: '>= 0.4'}
 
+  es6-error@4.1.1:
+    resolution: {integrity: sha512-Um/+FxMr9CISWh0bi5Zv0iOD+4cFh5qLeks1qhAopKVAJw3drgKbKySikp7wGhDL0HPeaja0P5ULZrxLkniUVg==}
+
   esbuild@0.25.1:
     resolution: {integrity: sha512-BGO5LtrGC7vxnqucAe/rmvKdJllfGaYWdyABvyMoXQlfYMb2bbRuReWR5tEGE//4LcNJj9XrkovTqNYRFZHAMQ==}
     engines: {node: '>=18'}
@@ -4228,8 +4273,8 @@ packages:
     resolution: {integrity: sha512-Uw9+Mjt4SBRud1IcaYuW/O0lW8SKKdMl5g7g24HiIuyH5fQSD+AVLybSlJtqLYEbytVFjWQa5DMGcNgeksdRBg==}
     hasBin: true
 
-  fastembed@1.14.1:
-    resolution: {integrity: sha512-Y14v+FWZwjNUpQ7mRGYu4N5yF+hZkF7zqzPWzzLbwdIEtYsHy0DSpiVJ+Fg6Oi1fQjrBKASQt0hdSMSjw1/Wtw==}
+  fastembed@1.14.4:
+    resolution: {integrity: sha512-ZU9hpQRkYKPD/k0A6NzFe/Z9voSU3Saxve/1kLY9aS9iyUJYLJPI/3gsDgRA9uxwIMi8w7/tjH1lRW8K1N+wWA==}
 
   fastq@1.17.1:
     resolution: {integrity: sha512-sRVD3lWVIXWg6By68ZN7vho9a1pQcN/WBFaAAsDDFzlJjvoGx0P8z7V1t72grFJfJhu3YPZBuu25f7Kaw2jN1w==}
@@ -4366,8 +4411,8 @@ packages:
     resolution: {integrity: sha512-a4tiq7E0/5fTjxPAaH4jpjkSv/uCaU2p5KC6HVGrvl0cDjA8iBZv4vv1gyzlmK0ZUKqwpOyQMKzZQe3lTit77A==}
     engines: {node: '>=14'}
 
-  genkit@1.5.0:
-    resolution: {integrity: sha512-ODRSj/Hk7H5EhMNQDcvmCIS+izCyn0fIyuR65DajX3M4TFy82nWj2OqWTKodpj1F2zMMm9crrcGLmLHS7fGOeA==}
+  genkit@1.6.0:
+    resolution: {integrity: sha512-29XyQrvUmpEBzvL+H9iIoKi3a7GdQNv7rcMlsT18CddpizaltPiwyQG33xXvFUwQB0l3UiTd+apTWm2XpMh04A==}
 
   genkitx-openai@0.20.2:
     resolution: {integrity: sha512-OWzQmBbJh3YwF8tuBsokVzMIxbQiur2IeXEXWUvY4qVS05gOdPt2EC+/jlEJgoAkTta3KF/elZdmAQmkK6+pYA==}
@@ -4429,6 +4474,10 @@ packages:
     resolution: {integrity: sha512-7Bv8RF0k6xjo7d4A/PxYLbUCfb6c+Vpd2/mB2yRDlew7Jb5hEXiCD9ibfO7wpk8i4sevK6DFny9h7EYbM3/sHg==}
     hasBin: true
 
+  global-agent@3.0.0:
+    resolution: {integrity: sha512-PT6XReJ+D07JvGoxQMkT6qji/jVNfX/h364XHZOWeRzy64sSFr+xJ5OX7LI3b4MPQzdL4H8Y8M0xzPpsVMwA8Q==}
+    engines: {node: '>=10.0'}
+
   globals@14.0.0:
     resolution: {integrity: sha512-oahGvuMGQlPw/ivIYBjVSrWAfWLBeku5tpPE2fOPLi+WHffIWbuh2tCjhyQhTBPMf5E9jDEH4FOmTYgYwbKwtQ==}
     engines: {node: '>=18'}
@@ -4510,6 +4559,57 @@ packages:
   help-me@5.0.0:
     resolution: {integrity: sha512-7xgomUX6ADmcYzFik0HzAxh/73YlKR9bmFzf51CZwR+b6YtzU2m0u49hQCqV6SvlqIqsaxovfwdvbnsw3b/zpg==}
 
+  hono-openapi@0.4.6:
+    resolution: {integrity: sha512-wSDySp2cS5Zcf1OeLG7nCP3eMsCpcDomN137T9B6/Z5Qq3D0nWgMf0I3Gl41SE1rE37OBQ0Smqx3LOP9Hk//7A==}
+    peerDependencies:
+      '@hono/arktype-validator': ^2.0.0
+      '@hono/effect-validator': ^1.2.0
+      '@hono/typebox-validator': ^0.2.0 || ^0.3.0
+      '@hono/valibot-validator': ^0.5.1
+      '@hono/zod-validator': ^0.4.1
+      '@sinclair/typebox': ^0.34.9
+      '@valibot/to-json-schema': ^1.0.0-beta.3
+      arktype: ^2.0.0-rc.25
+      effect: ^3.11.3
+      hono: ^4.6.13
+      openapi-types: ^12.1.3
+      valibot: ^1.0.0-beta.9
+      zod: ^3.23.8
+      zod-openapi: ^4.0.0
+    peerDependenciesMeta:
+      '@hono/arktype-validator':
+        optional: true
+      '@hono/effect-validator':
+        optional: true
+      '@hono/typebox-validator':
+        optional: true
+      '@hono/valibot-validator':
+        optional: true
+      '@hono/zod-validator':
+        optional: true
+      '@sinclair/typebox':
+        optional: true
+      '@valibot/to-json-schema':
+        optional: true
+      arktype:
+        optional: true
+      effect:
+        optional: true
+      hono:
+        optional: true
+      openapi-types:
+        optional: true
+      valibot:
+        optional: true
+      zod:
+        optional: true
+      zod-openapi:
+        optional: true
+
+  hono@4.7.6:
+    resolution: {integrity: sha512-564rVzELU+9BRqqx5k8sT2NFwGD3I3Vifdb6P7CmM6FiarOSY+fDC+6B+k9wcCb86ReoayteZP2ki0cRLN1jbw==}
+    engines: {node: '>=16.9.0'}
+
   hosted-git-info@7.0.2:
     resolution: {integrity: sha512-puUZAUKT5m8Zzvs72XWy3HtvVbTWljRE66cP60bxJzAqf2DgICo7lYTY2IHUmLnNpjYvw5bvmoHvPc0QO2a62w==}
     engines: {node: ^16.14.0 || >=18.0.0}
@@ -4809,10 +4909,6 @@ packages:
     resolution: {integrity: sha512-lR4MXjGNgkJc7tkQ97kb2nuEMnNCyU//XYVH0MKTGcXEiSudQ5MKGKen3C5QubYy0vmq+JGitUg92uuywGEwIA==}
     engines: {node: ^18.17.0 || >=20.5.0}
 
-  json-schema-to-zod@2.6.0:
-    resolution: {integrity: sha512-6sFZqOzHZeON8g2ZW5HJ114Hb/FffNCjWh8dgulJaKFkUqKCEWZAzF4+g07SQpfBZF7HXemwedtdLypZzmnVpQ==}
-    hasBin: true
-
   json-schema-to-zod@2.6.1:
     resolution: {integrity: sha512-uiHmWH21h9FjKJkRBntfVGTLpYlCZ1n98D0izIlByqQLqpmkQpNTBtfbdP04Na6+43lgsvrShFh2uWLkQDKJuQ==}
     hasBin: true
@@ -4823,12 +4919,19 @@ packages:
   json-schema-traverse@1.0.0:
     resolution: {integrity: sha512-NM8/P9n3XjXhIZn1lLhkFaACTOURQXjWhV4BA/RnOv8xvgqtqpAX9IO4mRQxSx1Rlo4tqzeqb0sOlruaOy3dug==}
 
+  json-schema-walker@2.0.0:
+    resolution: {integrity: sha512-nXN2cMky0Iw7Af28w061hmxaPDaML5/bQD9nwm1lOoIKEGjHcRGxqWe4MfrkYThYAPjSUhmsp4bJNoLAyVn9Xw==}
+    engines: {node: '>=10'}
+
   json-schema@0.4.0:
     resolution: {integrity: sha512-es94M3nTIfsEPisRafak+HDLfHXnKBhV3vU5eqPcS3flIWqcxJWgXHXiey3YrpaNsanY5ei1VoYEbOzijuq9BA==}
 
   json-stable-stringify-without-jsonify@1.0.1:
     resolution: {integrity: sha512-Bdboy+l7tA3OGW6FjyFHWkP5LuByj1Tk33Ljyq0axyzdk9//JSi2u3fP1QSmd1KNwq6VOKYGlAu87CisVir6Pw==}
 
+  json-stringify-safe@5.0.1:
+    resolution: {integrity: sha512-ZClg6AaYvamvYEE82d3Iyd3vSSIjQ+odgjaTzRuO3s7toCdFKczob2i0zCh7JE8kWn17yvAWhUVxvqGwUalsRA==}
+
   json5@1.0.2:
     resolution: {integrity: sha512-g1MWMLBiz8FKi1e4w0UyVL3w+iJceWAFBAaBnnGKOpNa5f8TLktkbre1+s6oICydWAm+HRUGTmI+//xv2hvXYA==}
     hasBin: true
@@ -4878,8 +4981,8 @@ packages:
     resolution: {integrity: sha512-DoKGmG27nT8t/1F9gV8vNzggJ3mLAyD49J8tTMWHeZvS8qLc7GlyTieicYtFzvDznMe/q2u38peOjkWc5/pjvw==}
     engines: {node: '>=18'}
 
-  langchain@0.3.20:
-    resolution: {integrity: sha512-BFCsJqKu5yJMG7AKWfTkku3rRnTGxnvi3tQXBceQt406moJ8VfZqMWrl7FC1WPkdNKinepPON2q5sb62IPoKwQ==}
+  langchain@0.3.21:
+    resolution: {integrity: sha512-fpor/V/xJRoLM7s1yQGlUE6aZIe6LLm7ciZcstNbBUYdFpCSigvADsW2cqlBCdbMXJxb5I/z9jznjGnmciJ+aw==}
     engines: {node: '>=18'}
     peerDependencies:
       '@langchain/anthropic': '*'
@@ -4960,6 +5063,7 @@ packages:
 
   libsql@0.4.7:
     resolution: {integrity: sha512-T9eIRCs6b0J1SHKYIvD8+KCJMcWZ900iZyxdnSCdqxN12Z1ijzT+jY5nrk72Jw4B0HGzms2NgpryArlJqvc3Lw==}
+    cpu: [x64, arm64, wasm32]
     os: [darwin, linux, win32]
 
   lilconfig@3.1.3:
@@ -4978,8 +5082,8 @@ packages:
     resolution: {integrity: sha512-iyAZCeyD+c1gPyE9qpFu8af0Y+MRtmKOncdGoA2S5EY8iFq99dmmvkNnHiWo+pj0s7yH7l3KPIgee77tKpXPWQ==}
     engines: {node: '>=18.0.0'}
 
-  llamaindex@0.9.16:
-    resolution: {integrity: sha512-UQABJboX/0dWLZk4+6pvv/gotc8FUAl87SnP1XhPLihZB1ShK/I6BftVrnbN/D6zHctLQ6KmieoWtCjgZGtwCw==}
+  llamaindex@0.9.17:
+    resolution: {integrity: sha512-pSx6Xt7NIvcaETVS99ol0HtwsGzGBPClvBJHMU3xFLo+X8N3WSrU6HGjw/JexKIc9ek9dcdpx5WtIK9XFzyN2Q==}
     engines: {node: '>=18.0.0'}
 
   load-tsconfig@0.2.5:
@@ -5031,6 +5135,10 @@ packages:
   magic-string@0.30.17:
     resolution: {integrity: sha512-sNPKHvyjVf7gyjwS4xGTaW/mCnF8wnjtifKBEhxfZ7E/S8tQ0rssrwGNn6q8JH/ohItJfSQp9mBtQYuTlH5QnA==}
 
+  matcher@3.0.0:
+    resolution: {integrity: sha512-OkeDaAZ/bQCxeFAozM55PKcKU0yJMPGifLwV4Qgjitu+5MoAfSQN4lsLJeXZ1b8w0x+/Emda6MZgXS1jvsapng==}
+    engines: {node: '>=10'}
+
   math-intrinsics@1.1.0:
     resolution: {integrity: sha512-/IXtbwEk5HTPyEwyKX6hGkYXxM9nbj64B+ilVJnC/R6B0pH5G4V3b0pVbL7DBj4tkhBAppbQUlf6F6Xl9LHu1g==}
     engines: {node: '>= 0.4'}
@@ -5137,11 +5245,20 @@ packages:
     resolution: {integrity: sha512-bAxsR8BVfj60DWXHE3u30oHzfl4G7khkSuPW+qvpd7jFRHm7dLxOjUk1EHACJ/hxLY8phGJ0YhYHZo7jil7Qdg==}
     engines: {node: '>= 8'}
 
+  minizlib@3.0.2:
+    resolution: {integrity: sha512-oG62iEk+CYt5Xj2YqI5Xi9xWUeZhDI8jjQmC5oThVH5JGCTgIjr7ciJDzC7MBzYd//WvR1OTmP5Q38Q8ShQtVA==}
+    engines: {node: '>= 18'}
+
   mkdirp@1.0.4:
     resolution: {integrity: sha512-vVqVZQyf3WLx2Shd0qJ9xuvqgAyKPLAiqITEtqW0oIUjzo3PePDd6fW9iFz30ef7Ysp/oiWqbhszeGWW2T6Gzw==}
     engines: {node: '>=10'}
     hasBin: true
 
+  mkdirp@3.0.1:
+    resolution: {integrity: sha512-+NsyUUAZDmo6YVHzL/stxSu3t9YS1iljliy3BSDrXJ/dkn1KYdmtZODGGjLcc9XLgVVpH4KshHB8XmZgMhaBXg==}
+    engines: {node: '>=10'}
+    hasBin: true
+
   module-details-from-path@1.0.3:
     resolution: {integrity: sha512-ySViT69/76t8VhE1xXHK6Ch4NcDd26gx0MzKXLO+F7NOtnqH68d9zF94nT8ZWSxXh8ELOERsnJO/sWt1xZYw5A==}
 
@@ -5308,11 +5425,11 @@ packages:
     resolution: {integrity: sha512-M7CJbmv7UCopc0neRKdzfoGWaVZC+xC1925GitKH9EAqYFzX9//25Q7oX4+jw0tiCCj+t5l6VZh8UPH23NZkMA==}
     hasBin: true
 
-  onnxruntime-common@1.15.1:
-    resolution: {integrity: sha512-Y89eJ8QmaRsPZPWLaX7mfqhj63ny47rSkQe80hIo+lvBQdrdXYR9VO362xvZulk9DFkCnXmGidprvgJ07bKsIQ==}
+  onnxruntime-common@1.21.0:
+    resolution: {integrity: sha512-Q632iLLrtCAVOTO65dh2+mNbQir/QNTVBG3h/QdZBpns7mZ0RYbLRBgGABPbpU9351AgYy7SJf1WaeVwMrBFPQ==}
 
-  onnxruntime-node@1.15.1:
-    resolution: {integrity: sha512-wzhVELulmrvNoMZw0/HfV+9iwgHX+kPS82nxodZ37WCXmbeo1jp3thamTsNg8MGhxvv4GmEzRum5mo40oqIsqw==}
+  onnxruntime-node@1.21.0:
+    resolution: {integrity: sha512-NeaCX6WW2L8cRCSqy3bInlo5ojjQqu2fD3D+9W5qb5irwxhEyWKXeH2vZ8W9r6VxaMPUan+4/7NDwZMtouZxEw==}
     os: [win32, darwin, linux]
 
   openai-fetch@3.4.2:
@@ -5325,8 +5442,8 @@ packages:
     peerDependencies:
       zod: ^3.23.8
 
-  openai@4.91.0:
-    resolution: {integrity: sha512-zdDg6eyvUmCP58QAW7/aPb+XdeavJ51pK6AcwZOWG5QNSLIovVz0XonRL9vARGJRmw8iImmvf2A31Q7hoh544w==}
+  openai@4.91.1:
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     hasBin: true
     peerDependencies:
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@@ -5337,8 +5454,8 @@ packages:
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         optional: true
 
-  openai@4.91.1:
-    resolution: {integrity: sha512-DbjrR0hIMQFbxz8+3qBsfPJnh3+I/skPgoSlT7f9eiZuhGBUissPQULNgx6gHNkLoZ3uS0uYS6eXPUdtg4nHzw==}
+  openai@4.93.0:
+    resolution: {integrity: sha512-2kONcISbThKLfm7T9paVzg+QCE1FOZtNMMUfXyXckUAoXRRS/mTP89JSDHPMp8uM5s0bz28RISbvQjArD6mgUQ==}
     hasBin: true
     peerDependencies:
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@@ -5521,8 +5638,8 @@ packages:
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     engines: {node: '>= 6'}
 
-  pkce-challenge@4.1.0:
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+  pkce-challenge@5.0.0:
+    resolution: {integrity: sha512-ueGLflrrnvwB3xuo/uGob5pd5FN7l0MsLf0Z87o/UQmRtwjvfylfc9MurIxRAWywCYTgrvpXBcqjV4OfCYGCIQ==}
     engines: {node: '>=16.20.0'}
 
   pkg-types@2.1.0:
@@ -5779,6 +5896,10 @@ packages:
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     resolution: {integrity: sha512-q1b3N5QkRUWUl7iyylaaj3kOpIT0N2i9MqIEQXP73GVsN9cw3fdx8X63cEmWhJGi2PPCF23Ijp7ktmd39rawIA==}
 
+  roarr@2.15.4:
+    resolution: {integrity: sha512-CHhPh+UNHD2GTXNYhPWLnU8ONHdI+5DI+4EYIAOaiD63rHeYlZvyh8P+in5999TTSFgUYuKUAjzRI4mdh/p+2A==}
+    engines: {node: '>=8.0'}
+
   rollup@4.36.0:
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     engines: {node: '>=18.0.0', npm: '>=8.0.0'}
@@ -5828,6 +5949,9 @@ packages:
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+  semver-compare@1.0.0:
+    resolution: {integrity: sha512-YM3/ITh2MJ5MtzaM429anh+x2jiLVjqILF4m4oyQB18W7Ggea7BfqdH/wGMK7dDiMghv/6WG7znWMwUDzJiXow==}
+
   semver@6.3.1:
     resolution: {integrity: sha512-BR7VvDCVHO+q2xBEWskxS6DJE1qRnb7DxzUrogb71CWoSficBxYsiAGd+Kl0mmq/MprG9yArRkyrQxTO6XjMzA==}
     hasBin: true
@@ -5845,6 +5969,10 @@ packages:
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     engines: {node: '>= 18'}
 
+  serialize-error@7.0.1:
+    resolution: {integrity: sha512-8I8TjW5KMOKsZQTvoxjuSIa7foAwPWGOts+6o7sgjz41/qMD9VQHEDxi6PBvK2l0MXUmqZyNpUK+T2tQaaElvw==}
+    engines: {node: '>=10'}
+
   serve-static@1.16.2:
     resolution: {integrity: sha512-VqpjJZKadQB/PEbEwvFdO43Ax5dFBZ2UECszz8bQ7pi7wt//PWe1P6MN7eCnjsatYtBT6EuiClbjSWP2WrIoTw==}
     engines: {node: '>= 0.8.0'}
@@ -5963,6 +6091,9 @@ packages:
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     engines: {node: '>= 10.x'}
 
+  sprintf-js@1.1.3:
+    resolution: {integrity: sha512-Oo+0REFV59/rz3gfJNKQiBlwfHaSESl1pcGyABQsnnIfWOFt6JNj5gCog2U6MLZ//IGYD+nA8nI+mTShREReaA==}
+
   stackback@0.0.2:
     resolution: {integrity: sha512-1XMJE5fQo1jGH6Y/7ebnwPOBEkIEnT4QF32d5R1+VXdXveM0IBMJt8zfaxX1P3QhVwrYe+576+jkANtSS2mBbw==}
 
@@ -6122,6 +6253,10 @@ packages:
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     engines: {node: '>=10'}
 
+  tar@7.4.3:
+    resolution: {integrity: sha512-5S7Va8hKfV7W5U6g3aYxXmlPoZVAwUMy9AOKyF2fVuZa2UD3qZjg578OrLRt8PcNN1PleVaL/5/yYATNL0ICUw==}
+    engines: {node: '>=18'}
+
   terminal-columns@1.4.1:
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@@ -6279,6 +6414,10 @@ packages:
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     engines: {node: '>= 0.8.0'}
 
+  type-fest@0.13.1:
+    resolution: {integrity: sha512-34R7HTnG0XIJcBSn5XhDd7nNFPRcXYRZrBB2O2jdKqYODldSzBAqzsWoZYYvduky73toYS/ESqxPvkDf/F0XMg==}
+    engines: {node: '>=10'}
+
   type-fest@4.39.0:
     resolution: {integrity: sha512-w2IGJU1tIgcrepg9ZJ82d8UmItNQtOFJG0HCUE3SzMokKkTsruVDALl2fAdiEzJlfduoU+VyXJWIIUZ+6jV+nw==}
     engines: {node: '>=16'}
@@ -6345,9 +6484,6 @@ packages:
   undici-types@6.19.8:
     resolution: {integrity: sha512-ve2KP6f/JnbPBFyobGHuerC9g1FYGn/F8n1LWTwNxCEzd6IfqTwUQcNXgEtmmQ6DlRrC1hrSrBnCZPokRrDHjw==}
 
-  undici-types@6.20.0:
-    resolution: {integrity: sha512-Ny6QZ2Nju20vw1SRHe3d9jVu6gJ+4e3+MMpqu7pqE5HT6WsTSlce++GQmK5UXS8mzV8DSYHrQH+Xrf2jVcuKNg==}
-
   undici-types@6.21.0:
     resolution: {integrity: sha512-iwDZqg0QAGrg9Rav5H4n0M64c3mkR59cJ6wQp+7C4nI0gsmExaedaYLNO44eT4AtBBwjbTiGPMlt2Md0T9H9JQ==}
 
@@ -6611,6 +6747,10 @@ packages:
   yallist@4.0.0:
     resolution: {integrity: sha512-3wdGidZyq5PB084XLES5TpOSRA3wjXAlIWMhum2kRcv/41Sn2emQ0dycQW4uZXLejwKvg6EsvbdlVL+FYEct7A==}
 
+  yallist@5.0.0:
+    resolution: {integrity: sha512-YgvUTfwqyc7UXVMrB+SImsVYSmTS8X/tSrtdNZMImM+n7+QTriRXyXim0mBrTXNeqzVF0KWGgHPeiyViFFrNDw==}
+    engines: {node: '>=18'}
+
   yaml@2.7.0:
     resolution: {integrity: sha512-+hSoy/QHluxmC9kCIJyL/uyFmLmc+e5CFR5Wa+bpIhIj85LVb9ZH2nVnqrHoSvKogwODv0ClqZkmiSSaIH5LTA==}
     engines: {node: '>= 14'}
@@ -6655,10 +6795,10 @@ packages:
 
 snapshots:
 
-  '@ai-sdk/openai@1.3.7(zod@3.24.2)':
+  '@ai-sdk/openai@1.3.9(zod@3.24.2)':
     dependencies:
-      '@ai-sdk/provider': 1.1.0
-      '@ai-sdk/provider-utils': 2.2.4(zod@3.24.2)
+      '@ai-sdk/provider': 1.1.2
+      '@ai-sdk/provider-utils': 2.2.6(zod@3.24.2)
       zod: 3.24.2
 
   '@ai-sdk/provider-utils@2.2.4(zod@3.24.2)':
@@ -6668,10 +6808,21 @@ snapshots:
       secure-json-parse: 2.7.0
       zod: 3.24.2
 
+  '@ai-sdk/provider-utils@2.2.6(zod@3.24.2)':
+    dependencies:
+      '@ai-sdk/provider': 1.1.2
+      nanoid: 3.3.11
+      secure-json-parse: 2.7.0
+      zod: 3.24.2
+
   '@ai-sdk/provider@1.1.0':
     dependencies:
       json-schema: 0.4.0
 
+  '@ai-sdk/provider@1.1.2':
+    dependencies:
+      json-schema: 0.4.0
+
   '@ai-sdk/react@1.2.6(react@18.3.1)(zod@3.24.2)':
     dependencies:
       '@ai-sdk/provider-utils': 2.2.4(zod@3.24.2)
@@ -6682,6 +6833,16 @@ snapshots:
     optionalDependencies:
       zod: 3.24.2
 
+  '@ai-sdk/react@1.2.8(react@18.3.1)(zod@3.24.2)':
+    dependencies:
+      '@ai-sdk/provider-utils': 2.2.6(zod@3.24.2)
+      '@ai-sdk/ui-utils': 1.2.7(zod@3.24.2)
+      react: 18.3.1
+      swr: 2.3.3(react@18.3.1)
+      throttleit: 2.1.0
+    optionalDependencies:
+      zod: 3.24.2
+
   '@ai-sdk/ui-utils@1.2.5(zod@3.24.2)':
     dependencies:
       '@ai-sdk/provider': 1.1.0
@@ -6689,6 +6850,13 @@ snapshots:
       zod: 3.24.2
       zod-to-json-schema: 3.24.5(zod@3.24.2)
 
+  '@ai-sdk/ui-utils@1.2.7(zod@3.24.2)':
+    dependencies:
+      '@ai-sdk/provider': 1.1.2
+      '@ai-sdk/provider-utils': 2.2.6(zod@3.24.2)
+      zod: 3.24.2
+      zod-to-json-schema: 3.24.5(zod@3.24.2)
+
   '@anush008/tokenizers-darwin-universal@0.0.0':
     optional: true
 
@@ -7381,9 +7549,9 @@ snapshots:
       - supports-color
       - vitest
 
-  '@genkit-ai/ai@1.5.0':
+  '@genkit-ai/ai@1.6.0':
     dependencies:
-      '@genkit-ai/core': 1.5.0
+      '@genkit-ai/core': 1.6.0
       '@opentelemetry/api': 1.9.0
       '@types/node': 20.17.27
       colorette: 2.0.20
@@ -7395,7 +7563,7 @@ snapshots:
     transitivePeerDependencies:
       - supports-color
 
-  '@genkit-ai/core@1.5.0':
+  '@genkit-ai/core@1.6.0':
     dependencies:
       '@opentelemetry/api': 1.9.0
       '@opentelemetry/context-async-hooks': 1.30.1(@opentelemetry/api@1.9.0)
@@ -7459,6 +7627,10 @@ snapshots:
       wrap-ansi: 8.1.0
       wrap-ansi-cjs: wrap-ansi@7.0.0
 
+  '@isaacs/fs-minipass@4.0.1':
+    dependencies:
+      minipass: 7.1.2
+
   '@jridgewell/gen-mapping@0.3.8':
     dependencies:
       '@jridgewell/set-array': 1.2.1
@@ -7480,14 +7652,14 @@ snapshots:
 
   '@jsdevtools/ono@7.1.3': {}
 
-  '@langchain/core@0.3.43(openai@4.91.1(encoding@0.1.13)(ws@8.18.0)(zod@3.24.2))':
+  '@langchain/core@0.3.44(openai@4.93.0(encoding@0.1.13)(ws@8.18.0)(zod@3.24.2))':
     dependencies:
       '@cfworker/json-schema': 4.1.1
       ansi-styles: 5.2.0
       camelcase: 6.3.0
       decamelize: 1.2.0
       js-tiktoken: 1.0.19
-      langsmith: 0.3.10(openai@4.91.1(encoding@0.1.13)(ws@8.18.0)(zod@3.24.2))
+      langsmith: 0.3.10(openai@4.93.0(encoding@0.1.13)(ws@8.18.0)(zod@3.24.2))
       mustache: 4.2.0
       p-queue: 6.6.2
       p-retry: 4.6.2
@@ -7497,20 +7669,20 @@ snapshots:
     transitivePeerDependencies:
       - openai
 
-  '@langchain/openai@0.5.4(@langchain/core@0.3.43(openai@4.91.1(encoding@0.1.13)(ws@8.18.0)(zod@3.24.2)))(encoding@0.1.13)(ws@8.18.0)':
+  '@langchain/openai@0.5.5(@langchain/core@0.3.44(openai@4.93.0(encoding@0.1.13)(ws@8.18.0)(zod@3.24.2)))(encoding@0.1.13)(ws@8.18.0)':
     dependencies:
-      '@langchain/core': 0.3.43(openai@4.91.1(encoding@0.1.13)(ws@8.18.0)(zod@3.24.2))
+      '@langchain/core': 0.3.44(openai@4.93.0(encoding@0.1.13)(ws@8.18.0)(zod@3.24.2))
       js-tiktoken: 1.0.19
-      openai: 4.91.0(encoding@0.1.13)(ws@8.18.0)(zod@3.24.2)
+      openai: 4.91.1(encoding@0.1.13)(ws@8.18.0)(zod@3.24.2)
       zod: 3.24.2
       zod-to-json-schema: 3.24.5(zod@3.24.2)
     transitivePeerDependencies:
       - encoding
       - ws
 
-  '@langchain/textsplitters@0.1.0(@langchain/core@0.3.43(openai@4.91.1(encoding@0.1.13)(ws@8.18.0)(zod@3.24.2)))':
+  '@langchain/textsplitters@0.1.0(@langchain/core@0.3.44(openai@4.93.0(encoding@0.1.13)(ws@8.18.0)(zod@3.24.2)))':
     dependencies:
-      '@langchain/core': 0.3.43(openai@4.91.1(encoding@0.1.13)(ws@8.18.0)(zod@3.24.2))
+      '@langchain/core': 0.3.44(openai@4.93.0(encoding@0.1.13)(ws@8.18.0)(zod@3.24.2))
       js-tiktoken: 1.0.19
 
   '@libsql/client@0.14.0':
@@ -7569,7 +7741,7 @@ snapshots:
   '@libsql/win32-x64-msvc@0.4.7':
     optional: true
 
-  '@llamaindex/cloud@4.0.2(@llamaindex/core@0.6.2(gpt-tokenizer@2.8.1))(@llamaindex/env@0.1.29(gpt-tokenizer@2.8.1))':
+  '@llamaindex/cloud@4.0.3(@llamaindex/core@0.6.2(gpt-tokenizer@2.8.1))(@llamaindex/env@0.1.29(gpt-tokenizer@2.8.1))':
     dependencies:
       '@llamaindex/core': 0.6.2(gpt-tokenizer@2.8.1)
       '@llamaindex/env': 0.1.29(gpt-tokenizer@2.8.1)
@@ -7577,7 +7749,7 @@ snapshots:
   '@llamaindex/core@0.6.2(gpt-tokenizer@2.8.1)':
     dependencies:
       '@llamaindex/env': 0.1.29(gpt-tokenizer@2.8.1)
-      '@types/node': 22.13.16
+      '@types/node': 22.14.0
       magic-bytes.js: 1.10.0
       zod: 3.24.2
       zod-to-json-schema: 3.24.5(zod@3.24.2)
@@ -7605,7 +7777,7 @@ snapshots:
     dependencies:
       '@llamaindex/core': 0.6.2(gpt-tokenizer@2.8.1)
       '@llamaindex/env': 0.1.29(gpt-tokenizer@2.8.1)
-      openai: 4.91.0(encoding@0.1.13)(ws@8.18.0)(zod@3.24.2)
+      openai: 4.91.1(encoding@0.1.13)(ws@8.18.0)(zod@3.24.2)
       zod: 3.24.2
     transitivePeerDependencies:
       - '@huggingface/transformers'
@@ -7613,13 +7785,13 @@ snapshots:
       - gpt-tokenizer
       - ws
 
-  '@llamaindex/workflow@1.0.2(@llamaindex/core@0.6.2(gpt-tokenizer@2.8.1))(@llamaindex/env@0.1.29(gpt-tokenizer@2.8.1))(zod@3.24.2)':
+  '@llamaindex/workflow@1.0.3(@llamaindex/core@0.6.2(gpt-tokenizer@2.8.1))(@llamaindex/env@0.1.29(gpt-tokenizer@2.8.1))(zod@3.24.2)':
     dependencies:
       '@llamaindex/core': 0.6.2(gpt-tokenizer@2.8.1)
       '@llamaindex/env': 0.1.29(gpt-tokenizer@2.8.1)
       zod: 3.24.2
 
-  '@mastra/core@0.7.0(encoding@0.1.13)(react@18.3.1)':
+  '@mastra/core@0.8.1(encoding@0.1.13)(openapi-types@12.1.3)(react@18.3.1)':
     dependencies:
       '@libsql/client': 0.14.0
       '@opentelemetry/api': 1.9.0
@@ -7635,13 +7807,15 @@ snapshots:
       '@opentelemetry/sdk-trace-base': 1.30.1(@opentelemetry/api@1.9.0)
       '@opentelemetry/sdk-trace-node': 1.30.1(@opentelemetry/api@1.9.0)
       '@opentelemetry/semantic-conventions': 1.30.0
-      ai: 4.3.1(react@18.3.1)(zod@3.24.2)
+      ai: 4.3.2(react@18.3.1)(zod@3.24.2)
       cohere-ai: 7.16.0(encoding@0.1.13)
       date-fns: 3.6.0
       dotenv: 16.4.7
-      fastembed: 1.14.1
+      fastembed: 1.14.4
+      hono: 4.7.6
+      hono-openapi: 0.4.6(hono@4.7.6)(openapi-types@12.1.3)(zod@3.24.2)
       json-schema: 0.4.0
-      json-schema-to-zod: 2.6.0
+      json-schema-to-zod: 2.6.1
       pino: 9.6.0
       pino-pretty: 13.0.0
       radash: 12.1.0
@@ -7649,14 +7823,26 @@ snapshots:
       xstate: 5.19.2
       zod: 3.24.2
     transitivePeerDependencies:
+      - '@hono/arktype-validator'
+      - '@hono/effect-validator'
+      - '@hono/typebox-validator'
+      - '@hono/valibot-validator'
+      - '@hono/zod-validator'
+      - '@sinclair/typebox'
+      - '@valibot/to-json-schema'
+      - arktype
       - aws-crt
       - bufferutil
+      - effect
       - encoding
+      - openapi-types
       - react
       - supports-color
       - utf-8-validate
+      - valibot
+      - zod-openapi
 
-  '@modelcontextprotocol/sdk@1.8.0':
+  '@modelcontextprotocol/sdk@1.9.0':
     dependencies:
       content-type: 1.0.5
       cors: 2.8.5
@@ -7664,7 +7850,7 @@ snapshots:
       eventsource: 3.0.5
       express: 5.0.1
       express-rate-limit: 7.5.0(express@5.0.1)
-      pkce-challenge: 4.1.0
+      pkce-challenge: 5.0.0
       raw-body: 3.0.0
       zod: 3.24.2
       zod-to-json-schema: 3.24.5(zod@3.24.2)
@@ -9092,11 +9278,11 @@ snapshots:
 
   '@types/bunyan@1.8.11':
     dependencies:
-      '@types/node': 22.13.16
+      '@types/node': 22.14.0
 
   '@types/connect@3.4.38':
     dependencies:
-      '@types/node': 22.13.16
+      '@types/node': 22.14.0
 
   '@types/debug@4.1.12':
     dependencies:
@@ -9125,18 +9311,18 @@ snapshots:
 
   '@types/memcached@2.2.10':
     dependencies:
-      '@types/node': 22.13.16
+      '@types/node': 22.14.0
 
   '@types/ms@2.1.0':
     optional: true
 
   '@types/mysql@2.15.26':
     dependencies:
-      '@types/node': 22.13.16
+      '@types/node': 22.14.0
 
   '@types/node-fetch@2.6.12':
     dependencies:
-      '@types/node': 22.13.16
+      '@types/node': 22.14.0
       form-data: 4.0.2
 
   '@types/node@18.19.83':
@@ -9147,10 +9333,6 @@ snapshots:
     dependencies:
       undici-types: 6.19.8
 
-  '@types/node@22.13.16':
-    dependencies:
-      undici-types: 6.20.0
-
   '@types/node@22.14.0':
     dependencies:
       undici-types: 6.21.0
@@ -9163,7 +9345,7 @@ snapshots:
 
   '@types/pg@8.6.1':
     dependencies:
-      '@types/node': 22.13.16
+      '@types/node': 22.14.0
       pg-protocol: 1.8.0
       pg-types: 2.2.0
 
@@ -9173,7 +9355,7 @@ snapshots:
 
   '@types/tedious@4.0.14':
     dependencies:
-      '@types/node': 22.13.16
+      '@types/node': 22.14.0
 
   '@types/uuid@10.0.0': {}
 
@@ -9181,7 +9363,7 @@ snapshots:
 
   '@types/ws@8.18.0':
     dependencies:
-      '@types/node': 22.13.16
+      '@types/node': 22.14.0
 
   '@typescript-eslint/eslint-plugin@8.29.0(@typescript-eslint/parser@8.29.0(eslint@9.24.0(jiti@2.4.2))(typescript@5.8.3))(eslint@9.24.0(jiti@2.4.2))(typescript@5.8.3)':
     dependencies:
@@ -9410,7 +9592,7 @@ snapshots:
     dependencies:
       humanize-ms: 1.2.1
 
-  ai@4.3.1(react@18.3.1)(zod@3.24.2):
+  ai@4.3.2(react@18.3.1)(zod@3.24.2):
     dependencies:
       '@ai-sdk/provider': 1.1.0
       '@ai-sdk/provider-utils': 2.2.4(zod@3.24.2)
@@ -9422,12 +9604,12 @@ snapshots:
     optionalDependencies:
       react: 18.3.1
 
-  ai@4.3.2(react@18.3.1)(zod@3.24.2):
+  ai@4.3.4(react@18.3.1)(zod@3.24.2):
     dependencies:
-      '@ai-sdk/provider': 1.1.0
-      '@ai-sdk/provider-utils': 2.2.4(zod@3.24.2)
-      '@ai-sdk/react': 1.2.6(react@18.3.1)(zod@3.24.2)
-      '@ai-sdk/ui-utils': 1.2.5(zod@3.24.2)
+      '@ai-sdk/provider': 1.1.2
+      '@ai-sdk/provider-utils': 2.2.6(zod@3.24.2)
+      '@ai-sdk/react': 1.2.8(react@18.3.1)(zod@3.24.2)
+      '@ai-sdk/ui-utils': 1.2.7(zod@3.24.2)
       '@opentelemetry/api': 1.9.0
       jsondiffpatch: 0.6.0
       zod: 3.24.2
@@ -9624,6 +9806,8 @@ snapshots:
     transitivePeerDependencies:
       - supports-color
 
+  boolean@3.2.0: {}
+
   bottleneck@2.19.5: {}
 
   bowser@2.11.0: {}
@@ -9752,6 +9936,8 @@ snapshots:
 
   chownr@2.0.0: {}
 
+  chownr@3.0.0: {}
+
   ci-info@4.2.0: {}
 
   citty@0.1.6:
@@ -9784,6 +9970,8 @@ snapshots:
       strip-ansi: 6.0.1
       wrap-ansi: 7.0.0
 
+  clone@2.1.2: {}
+
   codsen-utils@1.6.7:
     dependencies:
       rfdc: 1.4.1
@@ -9984,6 +10172,8 @@ snapshots:
 
   detect-libc@2.0.2: {}
 
+  detect-node@2.1.0: {}
+
   diff-match-patch@1.0.5: {}
 
   doctrine@2.1.0:
@@ -10175,6 +10365,8 @@ snapshots:
       is-date-object: 1.1.0
       is-symbol: 1.1.1
 
+  es6-error@4.1.1: {}
+
   esbuild@0.25.1:
     optionalDependencies:
       '@esbuild/aix-ppc64': 0.25.1
@@ -10596,10 +10788,10 @@ snapshots:
     dependencies:
       strnum: 2.0.5
 
-  fastembed@1.14.1:
+  fastembed@1.14.4:
     dependencies:
       '@anush008/tokenizers': 0.0.0
-      onnxruntime-node: 1.15.1
+      onnxruntime-node: 1.21.0
       progress: 2.0.3
       tar: 6.2.1
 
@@ -10748,18 +10940,18 @@ snapshots:
       - encoding
       - supports-color
 
-  genkit@1.5.0:
+  genkit@1.6.0:
     dependencies:
-      '@genkit-ai/ai': 1.5.0
-      '@genkit-ai/core': 1.5.0
+      '@genkit-ai/ai': 1.6.0
+      '@genkit-ai/core': 1.6.0
       uuid: 10.0.0
     transitivePeerDependencies:
       - supports-color
 
-  genkitx-openai@0.20.2(encoding@0.1.13)(genkit@1.5.0)(ws@8.18.0)(zod@3.24.2):
+  genkitx-openai@0.20.2(encoding@0.1.13)(genkit@1.6.0)(ws@8.18.0)(zod@3.24.2):
     dependencies:
-      genkit: 1.5.0
-      openai: 4.91.0(encoding@0.1.13)(ws@8.18.0)(zod@3.24.2)
+      genkit: 1.6.0
+      openai: 4.91.1(encoding@0.1.13)(ws@8.18.0)(zod@3.24.2)
     transitivePeerDependencies:
       - encoding
       - ws
@@ -10845,6 +11037,15 @@ snapshots:
       package-json-from-dist: 1.0.1
       path-scurry: 1.11.1
 
+  global-agent@3.0.0:
+    dependencies:
+      boolean: 3.2.0
+      es6-error: 4.1.1
+      matcher: 3.0.0
+      roarr: 2.15.4
+      semver: 7.7.1
+      serialize-error: 7.0.1
+
   globals@14.0.0: {}
 
   globals@16.0.0: {}
@@ -10944,6 +11145,16 @@ snapshots:
 
   help-me@5.0.0: {}
 
+  hono-openapi@0.4.6(hono@4.7.6)(openapi-types@12.1.3)(zod@3.24.2):
+    dependencies:
+      json-schema-walker: 2.0.0
+    optionalDependencies:
+      hono: 4.7.6
+      openapi-types: 12.1.3
+      zod: 3.24.2
+
+  hono@4.7.6: {}
+
   hosted-git-info@7.0.2:
     dependencies:
       lru-cache: 10.4.3
@@ -11224,18 +11435,23 @@ snapshots:
 
   json-parse-even-better-errors@4.0.0: {}
 
-  json-schema-to-zod@2.6.0: {}
-
   json-schema-to-zod@2.6.1: {}
 
   json-schema-traverse@0.4.1: {}
 
   json-schema-traverse@1.0.0: {}
 
+  json-schema-walker@2.0.0:
+    dependencies:
+      '@apidevtools/json-schema-ref-parser': 11.7.2
+      clone: 2.1.2
+
   json-schema@0.4.0: {}
 
   json-stable-stringify-without-jsonify@1.0.1: {}
 
+  json-stringify-safe@5.0.1: {}
+
   json5@1.0.2:
     dependencies:
       minimist: 1.2.8
@@ -11282,15 +11498,15 @@ snapshots:
 
   ky@1.8.0: {}
 
-  langchain@0.3.20(@langchain/core@0.3.43(openai@4.91.1(encoding@0.1.13)(ws@8.18.0)(zod@3.24.2)))(axios@1.7.9)(encoding@0.1.13)(handlebars@4.7.8)(openai@4.91.1(encoding@0.1.13)(ws@8.18.0)(zod@3.24.2))(ws@8.18.0):
+  langchain@0.3.21(@langchain/core@0.3.44(openai@4.93.0(encoding@0.1.13)(ws@8.18.0)(zod@3.24.2)))(axios@1.7.9)(encoding@0.1.13)(handlebars@4.7.8)(openai@4.93.0(encoding@0.1.13)(ws@8.18.0)(zod@3.24.2))(ws@8.18.0):
     dependencies:
-      '@langchain/core': 0.3.43(openai@4.91.1(encoding@0.1.13)(ws@8.18.0)(zod@3.24.2))
-      '@langchain/openai': 0.5.4(@langchain/core@0.3.43(openai@4.91.1(encoding@0.1.13)(ws@8.18.0)(zod@3.24.2)))(encoding@0.1.13)(ws@8.18.0)
-      '@langchain/textsplitters': 0.1.0(@langchain/core@0.3.43(openai@4.91.1(encoding@0.1.13)(ws@8.18.0)(zod@3.24.2)))
+      '@langchain/core': 0.3.44(openai@4.93.0(encoding@0.1.13)(ws@8.18.0)(zod@3.24.2))
+      '@langchain/openai': 0.5.5(@langchain/core@0.3.44(openai@4.93.0(encoding@0.1.13)(ws@8.18.0)(zod@3.24.2)))(encoding@0.1.13)(ws@8.18.0)
+      '@langchain/textsplitters': 0.1.0(@langchain/core@0.3.44(openai@4.93.0(encoding@0.1.13)(ws@8.18.0)(zod@3.24.2)))
       js-tiktoken: 1.0.19
       js-yaml: 4.1.0
       jsonpointer: 5.0.1
-      langsmith: 0.3.10(openai@4.91.1(encoding@0.1.13)(ws@8.18.0)(zod@3.24.2))
+      langsmith: 0.3.10(openai@4.93.0(encoding@0.1.13)(ws@8.18.0)(zod@3.24.2))
       openapi-types: 12.1.3
       p-retry: 4.6.2
       uuid: 10.0.0
@@ -11305,7 +11521,7 @@ snapshots:
       - openai
       - ws
 
-  langsmith@0.3.10(openai@4.91.1(encoding@0.1.13)(ws@8.18.0)(zod@3.24.2)):
+  langsmith@0.3.10(openai@4.93.0(encoding@0.1.13)(ws@8.18.0)(zod@3.24.2)):
     dependencies:
       '@types/uuid': 10.0.0
       chalk: 4.1.2
@@ -11315,7 +11531,7 @@ snapshots:
       semver: 7.7.1
       uuid: 10.0.0
     optionalDependencies:
-      openai: 4.91.1(encoding@0.1.13)(ws@8.18.0)(zod@3.24.2)
+      openai: 4.93.0(encoding@0.1.13)(ws@8.18.0)(zod@3.24.2)
 
   language-subtag-registry@0.3.23: {}
 
@@ -11371,16 +11587,16 @@ snapshots:
       rfdc: 1.4.1
       wrap-ansi: 9.0.0
 
-  llamaindex@0.9.16(encoding@0.1.13)(gpt-tokenizer@2.8.1)(tree-sitter@0.22.4)(web-tree-sitter@0.24.7)(ws@8.18.0)(zod@3.24.2):
+  llamaindex@0.9.17(encoding@0.1.13)(gpt-tokenizer@2.8.1)(tree-sitter@0.22.4)(web-tree-sitter@0.24.7)(ws@8.18.0)(zod@3.24.2):
     dependencies:
-      '@llamaindex/cloud': 4.0.2(@llamaindex/core@0.6.2(gpt-tokenizer@2.8.1))(@llamaindex/env@0.1.29(gpt-tokenizer@2.8.1))
+      '@llamaindex/cloud': 4.0.3(@llamaindex/core@0.6.2(gpt-tokenizer@2.8.1))(@llamaindex/env@0.1.29(gpt-tokenizer@2.8.1))
       '@llamaindex/core': 0.6.2(gpt-tokenizer@2.8.1)
       '@llamaindex/env': 0.1.29(gpt-tokenizer@2.8.1)
       '@llamaindex/node-parser': 2.0.2(@llamaindex/core@0.6.2(gpt-tokenizer@2.8.1))(@llamaindex/env@0.1.29(gpt-tokenizer@2.8.1))(tree-sitter@0.22.4)(web-tree-sitter@0.24.7)
       '@llamaindex/openai': 0.3.0(encoding@0.1.13)(gpt-tokenizer@2.8.1)(ws@8.18.0)
-      '@llamaindex/workflow': 1.0.2(@llamaindex/core@0.6.2(gpt-tokenizer@2.8.1))(@llamaindex/env@0.1.29(gpt-tokenizer@2.8.1))(zod@3.24.2)
+      '@llamaindex/workflow': 1.0.3(@llamaindex/core@0.6.2(gpt-tokenizer@2.8.1))(@llamaindex/env@0.1.29(gpt-tokenizer@2.8.1))(zod@3.24.2)
       '@types/lodash': 4.17.15
-      '@types/node': 22.13.16
+      '@types/node': 22.14.0
       ajv: 8.17.1
       lodash: 4.17.21
       magic-bytes.js: 1.10.0
@@ -11435,6 +11651,10 @@ snapshots:
     dependencies:
       '@jridgewell/sourcemap-codec': 1.5.0
 
+  matcher@3.0.0:
+    dependencies:
+      escape-string-regexp: 4.0.0
+
   math-intrinsics@1.1.0: {}
 
   mathjs@13.2.3:
@@ -11515,8 +11735,14 @@ snapshots:
       minipass: 3.3.6
       yallist: 4.0.0
 
+  minizlib@3.0.2:
+    dependencies:
+      minipass: 7.1.2
+
   mkdirp@1.0.4: {}
 
+  mkdirp@3.0.1: {}
+
   module-details-from-path@1.0.3: {}
 
   ms@2.0.0: {}
@@ -11687,11 +11913,13 @@ snapshots:
     dependencies:
       which-pm-runs: 1.1.0
 
-  onnxruntime-common@1.15.1: {}
+  onnxruntime-common@1.21.0: {}
 
-  onnxruntime-node@1.15.1:
+  onnxruntime-node@1.21.0:
     dependencies:
-      onnxruntime-common: 1.15.1
+      global-agent: 3.0.0
+      onnxruntime-common: 1.21.0
+      tar: 7.4.3
 
   openai-fetch@3.4.2:
     dependencies:
@@ -11701,7 +11929,7 @@ snapshots:
     dependencies:
       zod: 3.24.2
 
-  openai@4.91.0(encoding@0.1.13)(ws@8.18.0)(zod@3.24.2):
+  openai@4.91.1(encoding@0.1.13)(ws@8.18.0)(zod@3.24.2):
     dependencies:
       '@types/node': 18.19.83
       '@types/node-fetch': 2.6.12
@@ -11716,7 +11944,7 @@ snapshots:
     transitivePeerDependencies:
       - encoding
 
-  openai@4.91.1(encoding@0.1.13)(ws@8.18.0)(zod@3.24.2):
+  openai@4.93.0(encoding@0.1.13)(ws@8.18.0)(zod@3.24.2):
     dependencies:
       '@types/node': 18.19.83
       '@types/node-fetch': 2.6.12
@@ -11901,7 +12129,7 @@ snapshots:
 
   pirates@4.0.6: {}
 
-  pkce-challenge@4.1.0: {}
+  pkce-challenge@5.0.0: {}
 
   pkg-types@2.1.0:
     dependencies:
@@ -11974,7 +12202,7 @@ snapshots:
       '@protobufjs/path': 1.1.2
       '@protobufjs/pool': 1.1.0
       '@protobufjs/utf8': 1.1.0
-      '@types/node': 22.13.16
+      '@types/node': 22.14.0
       long: 5.3.1
 
   proxy-addr@2.0.7:
@@ -12157,6 +12385,15 @@ snapshots:
 
   rfdc@1.4.1: {}
 
+  roarr@2.15.4:
+    dependencies:
+      boolean: 3.2.0
+      detect-node: 2.1.0
+      globalthis: 1.0.4
+      json-stringify-safe: 5.0.1
+      semver-compare: 1.0.0
+      sprintf-js: 1.1.3
+
   rollup@4.36.0:
     dependencies:
       '@types/estree': 1.0.6
@@ -12231,6 +12468,8 @@ snapshots:
     dependencies:
       parseley: 0.12.1
 
+  semver-compare@1.0.0: {}
+
   semver@6.3.1: {}
 
   semver@7.7.1: {}
@@ -12270,6 +12509,10 @@ snapshots:
     transitivePeerDependencies:
       - supports-color
 
+  serialize-error@7.0.1:
+    dependencies:
+      type-fest: 0.13.1
+
   serve-static@1.16.2:
     dependencies:
       encodeurl: 2.0.0
@@ -12404,6 +12647,8 @@ snapshots:
 
   split2@4.2.0: {}
 
+  sprintf-js@1.1.3: {}
+
   stackback@0.0.2: {}
 
   statuses@2.0.1: {}
@@ -12588,6 +12833,15 @@ snapshots:
       mkdirp: 1.0.4
       yallist: 4.0.0
 
+  tar@7.4.3:
+    dependencies:
+      '@isaacs/fs-minipass': 4.0.1
+      chownr: 3.0.0
+      minipass: 7.1.2
+      minizlib: 3.0.2
+      mkdirp: 3.0.1
+      yallist: 5.0.0
+
   terminal-columns@1.4.1: {}
 
   thenify-all@1.6.0:
@@ -12735,6 +12989,8 @@ snapshots:
     dependencies:
       prelude-ls: 1.2.1
 
+  type-fest@0.13.1: {}
+
   type-fest@4.39.0: {}
 
   type-fest@4.39.1: {}
@@ -12813,8 +13069,6 @@ snapshots:
 
   undici-types@6.19.8: {}
 
-  undici-types@6.20.0: {}
-
   undici-types@6.21.0: {}
 
   unicorn-magic@0.1.0: {}
@@ -13069,6 +13323,8 @@ snapshots:
 
   yallist@4.0.0: {}
 
+  yallist@5.0.0: {}
+
   yaml@2.7.0: {}
 
   yargs-parser@20.2.9: {}
diff --git a/pnpm-workspace.yaml b/pnpm-workspace.yaml
index 90b2a35..43689bc 100644
--- a/pnpm-workspace.yaml
+++ b/pnpm-workspace.yaml
@@ -6,20 +6,20 @@ updateConfig:
     - p-throttle
     - eslint
 catalog:
-  '@ai-sdk/openai': ^1.3.7
+  '@ai-sdk/openai': ^1.3.9
   '@apidevtools/swagger-parser': ^10.1.1
   '@dexaai/dexter': ^4.1.1
   '@e2b/code-interpreter': ^1.1.0
   '@fisch0920/config': ^1.0.2
-  '@langchain/core': ^0.3.43
-  '@langchain/openai': ^0.5.4
-  '@mastra/core': ^0.7.0
-  '@modelcontextprotocol/sdk': ^1.8.0
+  '@langchain/core': ^0.3.44
+  '@langchain/openai': ^0.5.5
+  '@mastra/core': ^0.8.1
+  '@modelcontextprotocol/sdk': ^1.9.0
   '@nangohq/node': 0.42.22 # pinned for now
   '@types/jsrsasign': ^10.5.15
   '@types/node': ^22.14.0
   '@xsai/tool': ^0.2.0-beta.3
-  ai: ^4.3.2
+  ai: ^4.3.4
   bumpp: ^10.1.0
   camelcase: ^8.0.0
   cleye: ^1.3.4
@@ -33,21 +33,21 @@ catalog:
   execa: ^9.5.2
   exit-hook: ^4.0.0
   fast-xml-parser: ^5.2.0
-  genkit: ^1.5.0
+  genkit: ^1.6.0
   genkitx-openai: ^0.20.2
   '@googleapis/customsearch': ^3.2.0
   json-schema-to-zod: ^2.6.1
   jsonrepair: ^3.12.0
   jsrsasign: ^10.9.0
   ky: ^1.8.0
-  langchain: ^0.3.20
+  langchain: ^0.3.21
   lint-staged: ^15.5.0
-  llamaindex: ^0.9.16
+  llamaindex: ^0.9.17
   mathjs: ^13.2.3
   npm-run-all2: ^7.0.2
   octokit: ^4.1.2
   only-allow: ^1.2.1
-  openai: ^4.91.1
+  openai: ^4.93.0
   openai-fetch: ^3.4.2
   openai-zod-to-json-schema: ^1.0.3
   openapi-types: ^12.1.3