7 changed files with 218 additions and 323 deletions
--- a/.github/workflows/go.yml
+++ b/.github/workflows/go.yml
@ -7,10 +7,10 @@ jobs:
    runs-on: ubuntu-latest
    steps:

-    - name: Set up Go 1.22
+    - name: Set up Go 1.21
      uses: actions/setup-go@v1
      with:
-        go-version: 1.22.x
+        go-version: 1.21.x
      id: go

    - name: Check out code into the Go module directory
--- a/go.mod
+++ b/go.mod
@ -1,6 +1,6 @@
 module github.com/velour/catbase

-go 1.22
+go 1.21

 toolchain go1.22.0

@ -23,9 +23,9 @@ require (
 	github.com/go-chi/chi/v5 v5.0.11
 	github.com/go-chi/httprate v0.7.0
 	github.com/gocolly/colly v1.2.0
-	github.com/google/generative-ai-go v0.18.0
 	github.com/google/uuid v1.6.0
 	github.com/itchyny/gojq v0.12.9
+	github.com/james-bowman/nlp v0.0.0-20191016091239-d9dbfaff30c6
 	github.com/jmoiron/sqlx v1.3.5
 	github.com/kevinburke/twilio-go v0.0.0-20200424172635-4f0b2357b852
 	github.com/mattn/go-sqlite3 v2.0.3+incompatible
@ -35,21 +35,14 @@ require (
 	github.com/olebedev/when v0.0.0-20190311101825-c3b538a97254
 	github.com/rs/zerolog v1.28.0
 	github.com/slack-go/slack v0.11.3
-	github.com/stretchr/testify v1.9.0
+	github.com/stretchr/testify v1.8.4
 	github.com/trubitsyn/go-zero-width v1.0.1
 	github.com/velour/velour v0.0.0-20160303155839-8e090e68d158
-	golang.org/x/crypto v0.27.0
-	google.golang.org/api v0.199.0
+	golang.org/x/crypto v0.21.0
 	gopkg.in/go-playground/webhooks.v5 v5.17.0
 )

 require (
-	cloud.google.com/go v0.115.1 // indirect
-	cloud.google.com/go/ai v0.8.0 // indirect
-	cloud.google.com/go/auth v0.9.5 // indirect
-	cloud.google.com/go/auth/oauth2adapt v0.2.4 // indirect
-	cloud.google.com/go/compute/metadata v0.5.2 // indirect
-	cloud.google.com/go/longrunning v0.5.7 // indirect
 	git.stuart.fun/andrew/rester/v2 v2.2.0 // indirect
 	github.com/AlekSi/pointer v1.1.0 // indirect
 	github.com/ChimeraCoder/tokenbucket v0.0.0-20131201223612-c5a927568de7 // indirect
@ -58,28 +51,25 @@ require (
 	github.com/antchfx/htmlquery v1.2.0 // indirect
 	github.com/antchfx/xmlquery v1.3.1 // indirect
 	github.com/antchfx/xpath v1.1.10 // indirect
+	github.com/armon/go-radix v1.0.0 // indirect
 	github.com/azr/backoff v0.0.0-20160115115103-53511d3c7330 // indirect
 	github.com/beorn7/perks v1.0.1 // indirect
 	github.com/cenkalti/backoff v2.2.1+incompatible // indirect
-	github.com/cespare/xxhash/v2 v2.3.0 // indirect
+	github.com/cespare/xxhash/v2 v2.2.0 // indirect
 	github.com/davecgh/go-spew v1.1.1 // indirect
 	github.com/disintegration/gift v1.1.2 // indirect
 	github.com/dustin/go-jsonpointer v0.0.0-20160814072949-ba0abeacc3dc // indirect
 	github.com/dustin/gojson v0.0.0-20160307161227-2e71ec9dd5ad // indirect
-	github.com/felixge/httpsnoop v1.0.4 // indirect
 	github.com/garyburd/go-oauth v0.0.0-20180319155456-bca2e7f09a17 // indirect
 	github.com/ggicci/owl v0.7.0 // indirect
-	github.com/go-logr/logr v1.4.2 // indirect
-	github.com/go-logr/stdr v1.2.2 // indirect
 	github.com/go-stack/stack v1.8.0 // indirect
 	github.com/gobwas/glob v0.2.3 // indirect
 	github.com/golang-jwt/jwt v3.2.1+incompatible // indirect
 	github.com/golang/freetype v0.0.0-20170609003504-e2365dfdc4a0 // indirect
-	github.com/golang/groupcache v0.0.0-20210331224755-41bb18bfe9da // indirect
+	github.com/golang/groupcache v0.0.0-20200121045136-8c9f03a8e57e // indirect
 	github.com/golang/protobuf v1.5.4 // indirect
-	github.com/google/s2a-go v0.1.8 // indirect
-	github.com/googleapis/enterprise-certificate-proxy v0.3.4 // indirect
-	github.com/googleapis/gax-go/v2 v2.13.0 // indirect
+	github.com/gonum/floats v0.0.0-20181209220543-c233463c7e82 // indirect
+	github.com/gonum/internal v0.0.0-20181124074243-f884aa714029 // indirect
 	github.com/gorilla/websocket v1.5.0 // indirect
 	github.com/grpc-ecosystem/go-grpc-middleware v1.4.0 // indirect
 	github.com/hashicorp/errwrap v1.1.0 // indirect
@ -87,6 +77,7 @@ require (
 	github.com/improbable-eng/go-httpwares v0.0.0-20200609095714-edc8019f93cc // indirect
 	github.com/inconshreveable/log15 v0.0.0-20200109203555-b30bc20e4fd1 // indirect
 	github.com/itchyny/timefmt-go v0.1.4 // indirect
+	github.com/james-bowman/sparse v0.0.0-20190423065201-80c6877364c7 // indirect
 	github.com/json-iterator/go v1.1.12 // indirect
 	github.com/kennygrant/sanitize v1.2.4 // indirect
 	github.com/kevinburke/go-types v0.0.0-20200309064045-f2d4aea18a7a // indirect
@ -108,28 +99,22 @@ require (
 	github.com/robertkrimen/otto v0.0.0-20180617131154-15f95af6e78d // indirect
 	github.com/saintfish/chardet v0.0.0-20120816061221-3af4cd4741ca // indirect
 	github.com/sirupsen/logrus v1.9.3 // indirect
-	github.com/stretchr/objx v0.5.2 // indirect
+	github.com/spaolacci/murmur3 v1.1.0 // indirect
+	github.com/stretchr/objx v0.5.0 // indirect
 	github.com/temoto/robotstxt v1.1.1 // indirect
 	github.com/ttacon/builder v0.0.0-20170518171403-c099f663e1c2 // indirect
 	github.com/ttacon/libphonenumber v1.1.0 // indirect
-	go.opencensus.io v0.24.0 // indirect
-	go.opentelemetry.io/contrib/instrumentation/google.golang.org/grpc/otelgrpc v0.54.0 // indirect
-	go.opentelemetry.io/contrib/instrumentation/net/http/otelhttp v0.54.0 // indirect
-	go.opentelemetry.io/otel v1.29.0 // indirect
-	go.opentelemetry.io/otel/metric v1.29.0 // indirect
-	go.opentelemetry.io/otel/trace v1.29.0 // indirect
+	golang.org/x/exp v0.0.0-20200224162631-6cc2880d07d6 // indirect
 	golang.org/x/image v0.0.0-20190802002840-cff245a6509b // indirect
-	golang.org/x/net v0.29.0 // indirect
-	golang.org/x/oauth2 v0.23.0 // indirect
-	golang.org/x/sync v0.8.0 // indirect
-	golang.org/x/sys v0.25.0 // indirect
-	golang.org/x/text v0.18.0 // indirect
-	golang.org/x/time v0.6.0 // indirect
+	golang.org/x/net v0.22.0 // indirect
+	golang.org/x/sync v0.6.0 // indirect
+	golang.org/x/sys v0.18.0 // indirect
+	golang.org/x/text v0.14.0 // indirect
+	gonum.org/v1/gonum v0.6.0 // indirect
 	google.golang.org/appengine v1.6.8 // indirect
-	google.golang.org/genproto/googleapis/api v0.0.0-20240814211410-ddb44dafa142 // indirect
-	google.golang.org/genproto/googleapis/rpc v0.0.0-20240903143218-8af14fe29dc1 // indirect
-	google.golang.org/grpc v1.67.0 // indirect
-	google.golang.org/protobuf v1.34.2 // indirect
+	google.golang.org/genproto/googleapis/rpc v0.0.0-20240318140521-94a12d6c2237 // indirect
+	google.golang.org/grpc v1.62.1 // indirect
+	google.golang.org/protobuf v1.33.0 // indirect
 	gopkg.in/sourcemap.v1 v1.0.5 // indirect
 	gopkg.in/yaml.v3 v3.0.1 // indirect
 )
--- a/go.sum
+++ b/go.sum
@ -1,24 +1,14 @@
 cloud.google.com/go v0.26.0/go.mod h1:aQUYkXzVsufM+DwF1aE+0xfcU+56JwCaLick0ClmMTw=
-cloud.google.com/go v0.115.1 h1:Jo0SM9cQnSkYfp44+v+NQXHpcHqlnRJk2qxh6yvxxxQ=
-cloud.google.com/go v0.115.1/go.mod h1:DuujITeaufu3gL68/lOFIirVNJwQeyf5UXyi+Wbgknc=
-cloud.google.com/go/ai v0.8.0 h1:rXUEz8Wp2OlrM8r1bfmpF2+VKqc1VJpafE3HgzRnD/w=
-cloud.google.com/go/ai v0.8.0/go.mod h1:t3Dfk4cM61sytiggo2UyGsDVW3RF1qGZaUKDrZFyqkE=
-cloud.google.com/go/auth v0.9.5 h1:4CTn43Eynw40aFVr3GpPqsQponx2jv0BQpjvajsbbzw=
-cloud.google.com/go/auth v0.9.5/go.mod h1:Xo0n7n66eHyOWWCnitop6870Ilwo3PiZyodVkkH1xWM=
-cloud.google.com/go/auth/oauth2adapt v0.2.4 h1:0GWE/FUsXhf6C+jAkWgYm7X9tK8cuEIfy19DBn6B6bY=
-cloud.google.com/go/auth/oauth2adapt v0.2.4/go.mod h1:jC/jOpwFP6JBxhB3P5Rr0a9HLMC/Pe3eaL4NmdvqPtc=
-cloud.google.com/go/compute/metadata v0.5.2 h1:UxK4uu/Tn+I3p2dYWTfiX4wva7aYlKixAHn3fyqngqo=
-cloud.google.com/go/compute/metadata v0.5.2/go.mod h1:C66sj2AluDcIqakBq/M8lw8/ybHgOZqin2obFxa/E5k=
-cloud.google.com/go/longrunning v0.5.7 h1:WLbHekDbjK1fVFD3ibpFFVoyizlLRl73I7YKuAKilhU=
-cloud.google.com/go/longrunning v0.5.7/go.mod h1:8GClkudohy1Fxm3owmBGid8W0pSgodEMwEAztp38Xng=
 code.chrissexton.org/cws/getaoc v0.0.0-20231202052842-1b2a337b799d h1:s2OEp4YDwfdKVZVkt2hrN/tZlbpHtC2GPNRYWgtqMDw=
 code.chrissexton.org/cws/getaoc v0.0.0-20231202052842-1b2a337b799d/go.mod h1:rEpfJR9MplF2TUj2Oy+u4XAaLve2kwB8I2zlzeIQxl8=
+dmitri.shuralyov.com/gpu/mtl v0.0.0-20190408044501-666a987793e9/go.mod h1:H6x//7gZCb22OMCxBHrMx7a5I7Hp++hsVxbQ4BYO7hU=
 git.stuart.fun/andrew/rester/v2 v2.2.0 h1:h8VSZC1MKmYQdpbpbDRYg5HrPaqyW5lbU69C+433BAs=
 git.stuart.fun/andrew/rester/v2 v2.2.0/go.mod h1:Uc4e4vUP/Y7bSmTE4U+eSqbREaoudpKOrHyhcSGWeHk=
 github.com/AlekSi/pointer v1.0.0/go.mod h1:1kjywbfcPFCmncIxtk6fIEub6LKrfMz3gc5QKVOSOA8=
 github.com/AlekSi/pointer v1.1.0 h1:SSDMPcXD9jSl8FPy9cRzoRaMJtm9g9ggGTxecRUbQoI=
 github.com/AlekSi/pointer v1.1.0/go.mod h1:y7BvfRI3wXPWKXEBhU71nbnIEEZX0QTSB2Bj48UJIZE=
 github.com/BurntSushi/toml v0.3.1/go.mod h1:xHWCNGjB5oqiDr8zfno3MHue2Ht5sIBksp03qcyfWMU=
+github.com/BurntSushi/xgb v0.0.0-20160522181843-27f122750802/go.mod h1:IVnqGOEym/WlBOVXweHU+Q+/VP0lqqI8lqeDx9IjBqo=
 github.com/ChimeraCoder/anaconda v2.0.0+incompatible h1:F0eD7CHXieZ+VLboCD5UAqCeAzJZxcr90zSCcuJopJs=
 github.com/ChimeraCoder/anaconda v2.0.0+incompatible/go.mod h1:TCt3MijIq3Qqo9SBtuW/rrM4x7rDfWqYWHj8T7hLcLg=
 github.com/ChimeraCoder/tokenbucket v0.0.0-20131201223612-c5a927568de7 h1:r+EmXjfPosKO4wfiMLe1XQictsIlhErTufbWUsjOTZs=
@ -28,6 +18,7 @@ github.com/PuerkitoBio/goquery v1.8.1 h1:uQxhNlArOIdbrH1tr0UXwdVFgDcZDrZVdcpygAc
 github.com/PuerkitoBio/goquery v1.8.1/go.mod h1:Q8ICL1kNUJ2sXGoAhPGUdYDJvgQgHzJsnnd3H7Ho5jQ=
 github.com/a-h/templ v0.2.543 h1:8YyLvyUtf0/IE2nIwZ62Z/m2o2NqwhnMynzOL78Lzbk=
 github.com/a-h/templ v0.2.543/go.mod h1:jP908DQCwI08IrnTalhzSEH9WJqG/Q94+EODQcJGFUA=
+github.com/ajstarks/svgo v0.0.0-20180226025133-644b8db467af/go.mod h1:K08gAheRH3/J6wwsYMMT4xOr94bZjxIelGM0+d/wbFw=
 github.com/andrewstuart/openai v0.28.0 h1:s6FkUIJgSXZMCMZGHW9JUHe6vPTW0StQhZsl1ayPNss=
 github.com/andrewstuart/openai v0.28.0/go.mod h1:JR1KY97gaPx41KMrNSmubtkICT/j/pmXViXrO/yxK/Y=
 github.com/andrewstuart/p v1.1.0 h1:wUKIK5DnPok4kefsvRHcq+THZreEelNzbsDEY/LhkGc=
@ -41,6 +32,8 @@ github.com/antchfx/xmlquery v1.3.1 h1:nIKWdtnhrXtj0/IRUAAw2I7TfpHUa3zMnHvNmPXFg+
 github.com/antchfx/xmlquery v1.3.1/go.mod h1:64w0Xesg2sTaawIdNqMB+7qaW/bSqkQm+ssPaCMWNnc=
 github.com/antchfx/xpath v1.1.10 h1:cJ0pOvEdN/WvYXxvRrzQH9x5QWKpzHacYO8qzCcDYAg=
 github.com/antchfx/xpath v1.1.10/go.mod h1:Yee4kTMuNiPYJ7nSNorELQMr1J33uOpXDMByNYhvtNk=
+github.com/armon/go-radix v1.0.0 h1:F4z6KzEeeQIMeLFa97iZU6vupzoecKdU5TX24SNppXI=
+github.com/armon/go-radix v1.0.0/go.mod h1:ufUuZ+zHj4x4TnLV4JWEpy2hxWSpsRywHrMgIH9cCH8=
 github.com/azr/backoff v0.0.0-20160115115103-53511d3c7330 h1:ekDALXAVvY/Ub1UtNta3inKQwZ/jMB/zpOtD8rAYh78=
 github.com/azr/backoff v0.0.0-20160115115103-53511d3c7330/go.mod h1:nH+k0SvAt3HeiYyOlJpLLv1HG1p7KWP7qU9QPp2/pCo=
 github.com/benbjohnson/clock v1.1.0/go.mod h1:J11/hYXuz8f4ySSvYwY0FKfm+ezbsZBKZxNJlLklBHA=
@ -55,8 +48,8 @@ github.com/cenkalti/backoff v2.2.1+incompatible/go.mod h1:90ReRw6GdpyfrHakVjL/QH
 github.com/cenkalti/backoff/v4 v4.2.1 h1:y4OZtCnogmCPw98Zjyt5a6+QwPLGkiQsYW5oUqylYbM=
 github.com/cenkalti/backoff/v4 v4.2.1/go.mod h1:Y3VNntkOUPxTVeUxJ/G5vcM//AlwfmyYozVcomhLiZE=
 github.com/census-instrumentation/opencensus-proto v0.2.1/go.mod h1:f6KPmirojxKA12rnyqOA5BBL4O983OfeGPqjHWSTneU=
-github.com/cespare/xxhash/v2 v2.3.0 h1:UL815xU9SqsFlibzuggzjXhog7bL6oX9BbNZnL2UFvs=
-github.com/cespare/xxhash/v2 v2.3.0/go.mod h1:VGX0DQ3Q6kWi7AoAeZDth3/j3BFtOZR5XLFGgcrjCOs=
+github.com/cespare/xxhash/v2 v2.2.0 h1:DC2CZ1Ep5Y4k3ZQ899DldepgrayRUGE6BBZ/cd9Cj44=
+github.com/cespare/xxhash/v2 v2.2.0/go.mod h1:VGX0DQ3Q6kWi7AoAeZDth3/j3BFtOZR5XLFGgcrjCOs=
 github.com/chrissexton/leftpad v0.0.0-20181207133115-1e93189d2fff h1:+TEqaP0eO1unI7XHHFeMDhsxhLDIb0x8KYuZbqbAmxA=
 github.com/chrissexton/leftpad v0.0.0-20181207133115-1e93189d2fff/go.mod h1:QCRjR0b4qiJiNjuP7RFM89bh4UExGJalcWmYeSvlnRc=
 github.com/chrissexton/sentiment v0.0.0-20190927141846-d69c422ba035 h1:3+eJGFTbUgOMDCpa8PTmJABs1Z3EDHRrcz6d3oXfZm0=
@ -80,8 +73,6 @@ github.com/envoyproxy/go-control-plane v0.9.0/go.mod h1:YTl/9mNaCwkRvm6d1a2C3ymF
 github.com/envoyproxy/go-control-plane v0.9.1-0.20191026205805-5f8ba28d4473/go.mod h1:YTl/9mNaCwkRvm6d1a2C3ymFceY/DCBVvsKhRF0iEA4=
 github.com/envoyproxy/go-control-plane v0.9.4/go.mod h1:6rpuAdCZL397s3pYoYcLgu1mIlRU8Am5FuJP05cCM98=
 github.com/envoyproxy/protoc-gen-validate v0.1.0/go.mod h1:iSmxcyjqTsJpI2R4NaDN7+kN2VEUnK/pcBlmesArF7c=
-github.com/felixge/httpsnoop v1.0.4 h1:NFTV2Zj1bL4mc9sqWACXbQFVBBg2W3GPvqp8/ESS2Wg=
-github.com/felixge/httpsnoop v1.0.4/go.mod h1:m8KPJKqk1gH5J9DgRY2ASl2lWCfGKXixSwevea8zH2U=
 github.com/fogleman/gg v1.2.1-0.20190220221249-0403632d5b90 h1:WXb3TSNmHp2vHoCroCIB1foO/yQ36swABL8aOVeDpgg=
 github.com/fogleman/gg v1.2.1-0.20190220221249-0403632d5b90/go.mod h1:R/bRT+9gY/C5z7JzPU0zXsXHKM4/ayA+zqcVNZzPa1k=
 github.com/forPelevin/gomoji v1.1.6 h1:mSIGhjyMiywuGFHR/6CLL/L6HwwDiQmYGdl1R9a/05w=
@ -100,13 +91,9 @@ github.com/go-chi/chi/v5 v5.0.11 h1:BnpYbFZ3T3S1WMpD79r7R5ThWX40TaFB7L31Y8xqSwA=
 github.com/go-chi/chi/v5 v5.0.11/go.mod h1:DslCQbL2OYiznFReuXYUmQ2hGd1aDpCnlMNITLSKoi8=
 github.com/go-chi/httprate v0.7.0 h1:8W0dF7Xa2Duz2p8ncGaehIphrxQGNlOtoGY0+NRRfjQ=
 github.com/go-chi/httprate v0.7.0/go.mod h1:6GOYBSwnpra4CQfAKXu8sQZg+nZ0M1g9QnyFvxrAB8A=
+github.com/go-gl/glfw/v3.3/glfw v0.0.0-20200222043503-6f7a984d4dc4/go.mod h1:tQ2UAYgL5IevRw8kRxooKSPJfGvJ9fJQFa0TUsXzTg8=
 github.com/go-kit/log v0.1.0/go.mod h1:zbhenjAZHb184qTLMA9ZjW7ThYL0H2mk7Q6pNt4vbaY=
 github.com/go-logfmt/logfmt v0.5.0/go.mod h1:wCYkCAKZfumFQihp8CzCvQ3paCTfi41vtzG1KdI/P7A=
-github.com/go-logr/logr v1.2.2/go.mod h1:jdQByPbusPIv2/zmleS9BjJVeZ6kBagPoEUsqbVz/1A=
-github.com/go-logr/logr v1.4.2 h1:6pFjapn8bFcIbiKo3XT4j/BhANplGihG6tvd+8rYgrY=
-github.com/go-logr/logr v1.4.2/go.mod h1:9T104GzyrTigFIr8wt5mBrctHMim0Nb2HLGrmQ40KvY=
-github.com/go-logr/stdr v1.2.2 h1:hSWxHoqTgW2S2qGc0LTAI563KZ5YKYRhT3MFKZMbjag=
-github.com/go-logr/stdr v1.2.2/go.mod h1:mMo/vtBO5dYbehREoey6XUKy/eSumjCCveDpRre4VKE=
 github.com/go-sql-driver/mysql v1.6.0 h1:BCTh4TKNUYmOmMUcQ3IipzF5prigylS7XXjEkfCHuOE=
 github.com/go-sql-driver/mysql v1.6.0/go.mod h1:DCzpHaOWr8IXmIStZouvnhqoel9Qv2LBy8hT2VhHyBg=
 github.com/go-stack/stack v1.8.0 h1:5SgMzNM5HxrEjV0ww2lTmX6E2Izsfxas4+YHWRs3Lsk=
@ -125,46 +112,28 @@ github.com/golang-jwt/jwt v3.2.1+incompatible/go.mod h1:8pz2t5EyA70fFQQSrl6XZXzq
 github.com/golang/freetype v0.0.0-20170609003504-e2365dfdc4a0 h1:DACJavvAHhabrF08vX0COfcOBJRhZ8lUbR+ZWIs0Y5g=
 github.com/golang/freetype v0.0.0-20170609003504-e2365dfdc4a0/go.mod h1:E/TSTwGwJL78qG/PmXZO1EjYhfJinVAhrmmHX6Z8B9k=
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@ -185,11 +154,16 @@ github.com/itchyny/gojq v0.12.9 h1:biKpbKwMxVYhCU1d6mR7qMr3f0Hn9F5k5YykCVb3gmM=
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@ -275,21 +249,21 @@ github.com/sirupsen/logrus v1.9.3 h1:dueUQJ1C2q9oE3F7wvmSGAaVtTmUizReu6fjN8uqzbQ
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@ -304,18 +278,6 @@ github.com/velour/velour v0.0.0-20160303155839-8e090e68d158/go.mod h1:Ojy3BTOiOT
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@ -325,15 +287,26 @@ golang.org/x/crypto v0.0.0-20191011191535-87dc89f01550/go.mod h1:yigFU9vqHzYiE8U
 golang.org/x/crypto v0.0.0-20200622213623-75b288015ac9/go.mod h1:LzIPMQfyMNhhGPhUkYOs5KpL4U8rLKemX1yGLhDgUto=
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@ -349,29 +322,28 @@ golang.org/x/net v0.0.0-20200226121028-0de0cce0169b/go.mod h1:z5CRVTTTmAJ677TzLL
 golang.org/x/net v0.0.0-20200301022130-244492dfa37a/go.mod h1:z5CRVTTTmAJ677TzLLGU+0bjPO0LkuOLi4/5GtJWs/s=
 golang.org/x/net v0.0.0-20200813134508-3edf25e44fcc/go.mod h1:/O7V0waA8r7cgGh81Ro3o1hOxt32SMVPicZroKQ2sZA=
 golang.org/x/net v0.0.0-20201021035429-f5854403a974/go.mod h1:sp8m0HH+o8qH0wwXwYZr8TS3Oi6o0r6Gce1SSxlDquU=
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 golang.org/x/net v0.0.0-20210916014120-12bc252f5db8/go.mod h1:9nx3DQGgdP8bBQD5qxJ1jj9UTztislL4KSBs9R2vV5Y=
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@ -386,8 +358,8 @@ golang.org/x/sys v0.0.0-20220722155257-8c9f86f7a55f/go.mod h1:oPkhp1MJrh7nUepCBc
 golang.org/x/sys v0.0.0-20220811171246-fbc7d0a398ab/go.mod h1:oPkhp1MJrh7nUepCBck5+mAzfO9JrbApNNgaTdGDITg=
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-golang.org/x/sys v0.25.0/go.mod h1:/VUhepiaJMQUp4+oa/7Zr1D23ma6VTLIYjOOTFZPUcA=
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 golang.org/x/term v0.5.0/go.mod h1:jMB1sMXY+tzblOD4FWmEbocvup2/aLOaQEp7JmGp78k=
@ -398,17 +370,18 @@ golang.org/x/text v0.3.6/go.mod h1:5Zoc/QRtKVWzQhOtBMvqHzDpF6irO9z98xDceosuGiQ=
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@ -416,8 +389,12 @@ golang.org/x/xerrors v0.0.0-20190717185122-a985d3407aa7/go.mod h1:I/5z698sn9Ka8T
 golang.org/x/xerrors v0.0.0-20191011141410-1b5146add898/go.mod h1:I/5z698sn9Ka8TeJc9MKroUUfqBBauWjQqLJ2OPfmY0=
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-google.golang.org/api v0.199.0 h1:aWUXClp+VFJmqE0JPvpZOK3LDQMyFKYIow4etYd9qxs=
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@ -425,32 +402,19 @@ google.golang.org/appengine v1.6.8/go.mod h1:1jJ3jBArFh5pcgW8gCtRJnepW8FzD1V44FJ
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+google.golang.org/grpc v1.62.1 h1:B4n+nfKzOICUXMgyrNd19h/I9oH0L1pizfk1d4zSgTk=
+google.golang.org/grpc v1.62.1/go.mod h1:IWTG0VlJLCh1SkC58F7np9ka9mx/WNkjl4PGJaiq+QE=
 google.golang.org/protobuf v1.26.0-rc.1/go.mod h1:jlhhOSvTdKEhbULTjvd4ARK9grFBp09yW+WbY/TyQbw=
 google.golang.org/protobuf v1.26.0/go.mod h1:9q0QmTI4eRPtz6boOQmLYwt+qCgq0jsYwAQnmE0givc=
-google.golang.org/protobuf v1.34.2 h1:6xV6lTsCfpGD21XK49h7MhtcApnLqkfYgPcdHftf6hg=
-google.golang.org/protobuf v1.34.2/go.mod h1:qYOHts0dSfpeUzUFpOMr/WGzszTmLH+DiWniOlNbLDw=
+google.golang.org/protobuf v1.33.0 h1:uNO2rsAINq/JlFpSdYEKIZ0uKD/R9cpdv0T+yoGwGmI=
+google.golang.org/protobuf v1.33.0/go.mod h1:c6P6GXX6sHbq/GpV6MGZEdwhWPcYBgnhAHhKbcUYpos=
 gopkg.in/check.v1 v0.0.0-20161208181325-20d25e280405/go.mod h1:Co6ibVJAznAaIkqp8huTwlJQCZ016jof/cbN4VW5Yz0=
 gopkg.in/check.v1 v1.0.0-20180628173108-788fd7840127/go.mod h1:Co6ibVJAznAaIkqp8huTwlJQCZ016jof/cbN4VW5Yz0=
 gopkg.in/check.v1 v1.0.0-20201130134442-10cb98267c6c h1:Hei/4ADfdWqJk1ZMxUNpqntNwaWcugrBjAiHlqqRiVk=
@ -467,3 +431,4 @@ gopkg.in/yaml.v3 v3.0.1 h1:fxVm/GzAzEWqLHuvctI91KS9hhNmmWOoWu0XTYJS7CA=
 gopkg.in/yaml.v3 v3.0.1/go.mod h1:K4uyk7z7BCEPqu6E+C64Yfv1cQ7kz7rIZviUmN+EgEM=
 honnef.co/go/tools v0.0.0-20190102054323-c2f93a96b099/go.mod h1:rf3lG4BRIbNafJWhAfAdb/ePZxsR/4RtNHQocxwk9r4=
 honnef.co/go/tools v0.0.0-20190523083050-ea95bdfd59fc/go.mod h1:rf3lG4BRIbNafJWhAfAdb/ePZxsR/4RtNHQocxwk9r4=
+rsc.io/pdf v0.1.1/go.mod h1:n8OzWcQ6Sp37PL01nO98y4iUCRdTGarVfzxY20ICaU4=
--- a/plugins/llm/gemini.go
+++ b/plugins/llm/gemini.go
@ -1,78 +0,0 @@
-package llm
-
-import (
-	"context"
-	"errors"
-	"fmt"
-	"github.com/google/generative-ai-go/genai"
-	"github.com/rs/zerolog/log"
-	"google.golang.org/api/option"
-	"strings"
-)
-
-func (p *LLMPlugin) geminiConnect() error {
-	ctx := context.Background()
-	key := p.c.Get("GEMINI_API_KEY", "")
-	if key == "" {
-		return errors.New("missing GEMINI_API_KEY")
-	}
-	client, err := genai.NewClient(ctx, option.WithAPIKey(key))
-	if err != nil {
-		return err
-	}
-	p.geminiClient = client
-	return nil
-}
-
-func (p *LLMPlugin) gemini(msg string) (chatEntry, error) {
-	model := p.geminiClient.GenerativeModel("gemini-1.5-flash")
-	model.SetMaxOutputTokens(int32(p.c.GetInt("gemini.maxtokens", 100)))
-	model.SetTopP(float32(p.c.GetFloat64("gemini.topp", 0.95)))
-	model.SetTopK(int32(p.c.GetInt("gemini.topk", 20)))
-	model.SetTemperature(float32(p.c.GetFloat64("gemini.temp", 0.9)))
-
-	model.SafetySettings = []*genai.SafetySetting{
-		{genai.HarmCategoryHarassment, genai.HarmBlockNone},
-		{genai.HarmCategoryHateSpeech, genai.HarmBlockNone},
-		{genai.HarmCategorySexuallyExplicit, genai.HarmBlockNone},
-		{genai.HarmCategoryDangerousContent, genai.HarmBlockNone},
-	}
-
-	if prompt := p.c.Get("gemini.systemprompt", ""); prompt != "" {
-		model.SystemInstruction = &genai.Content{
-			Parts: []genai.Part{genai.Text(prompt)},
-		}
-	}
-
-	cs := model.StartChat()
-
-	ctx := context.Background()
-
-	cs.History = []*genai.Content{}
-	for _, h := range p.chatHistory {
-		cs.History = append(cs.History, &genai.Content{
-			Parts: []genai.Part{
-				genai.Text(h.Content),
-			},
-			Role: h.Role,
-		})
-	}
-
-	res, err := cs.SendMessage(ctx, genai.Text(msg))
-	if err != nil {
-		log.Error().Err(err).Send()
-		return chatEntry{}, err
-	}
-	if len(res.Candidates) == 0 {
-		return chatEntry{}, errors.New("no candidates")
-	}
-	c := res.Candidates[0]
-	output := ""
-	for _, p := range c.Content.Parts {
-		output = fmt.Sprintf("%s %s", output, p)
-	}
-	return chatEntry{
-		Role:    c.Content.Role,
-		Content: strings.TrimSpace(output),
-	}, nil
-}
--- a/plugins/llm/gpt.go
+++ b/plugins/llm/gpt.go
@ -3,7 +3,6 @@ package llm
 import (
 	"errors"
 	"fmt"
-	"github.com/google/generative-ai-go/genai"
 	"github.com/rs/zerolog/log"
 	"github.com/velour/catbase/bot"
 	"github.com/velour/catbase/config"
@ -20,8 +19,6 @@ type LLMPlugin struct {

 	chatCount   int
 	chatHistory []chatEntry
-
-	geminiClient *genai.Client
 }

 type chatEntry struct {
@ -50,7 +47,7 @@ func (p *LLMPlugin) register() {
 			Kind: bot.Message, IsCmd: true,
 			Regex:    regexp.MustCompile(`(?is)^llm (?P<text>.*)`),
 			HelpText: "chat completion using first-available AI",
-			Handler:  p.geminiChatMessage,
+			Handler:  p.chatMessage,
 		},
 		{
 			Kind: bot.Message, IsCmd: true,
@ -69,30 +66,16 @@ func (p *LLMPlugin) register() {
 }

 func (p *LLMPlugin) setPromptMessage(r bot.Request) bool {
-	p.c.Set("gemini.systemprompt", r.Values["text"])
-	p.b.Send(r.Conn, bot.Message, r.Msg.Channel, fmt.Sprintf(`Okay. I set the prompt to: "%s"`, r.Values["text"]))
+	prompt := r.Values["text"]
+	if err := p.setPrompt(prompt); err != nil {
+		resp := fmt.Sprintf("Error: %s", err)
+		p.b.Send(r.Conn, bot.Message, r.Msg.Channel, resp)
+	}
+	p.b.Send(r.Conn, bot.Message, r.Msg.Channel, fmt.Sprintf(`Okay. I set the prompt to: "%s"`, prompt))
 	return true
 }

-func (p *LLMPlugin) geminiChatMessage(r bot.Request) bool {
-	if p.geminiClient == nil && p.geminiConnect() != nil {
-		log.Error().Msgf("Could not connect to Gemini")
-		return p.gptMessage(r)
-	}
-	chatResp, err := p.gemini(r.Values["text"])
-	if err != nil {
-		log.Error().Err(err).Send()
-		p.b.Send(r.Conn, bot.Message, r.Msg.Channel, fmt.Sprintf("Problem with Gemini: %s", err))
-		return true
-	}
-	p.chatHistory = append(p.chatHistory, chatEntry{"User", r.Values["text"]})
-	p.chatHistory = append(p.chatHistory, chatResp)
-	p.b.Send(r.Conn, bot.Message, r.Msg.Channel, chatResp.Content)
-	log.Info().Msgf("Successfully used Gemini")
-	return true
-}
-
-func (p *LLMPlugin) ollamaChatMessage(r bot.Request) bool {
+func (p *LLMPlugin) chatMessage(r bot.Request) bool {
 	p.chatHistory = append(p.chatHistory, chatEntry{
 		Role:    "user",
 		Content: r.Values["text"],
@ -109,7 +92,7 @@ func (p *LLMPlugin) ollamaChatMessage(r bot.Request) bool {
 	} else if !errors.Is(err, InstanceNotFoundError) {
 		log.Error().Err(err).Msgf("error contacting llama")
 	} else {
-		log.Error().Msgf("llama is currently down")
+		log.Info().Msgf("Llama is currently down")
 	}
 	return p.gptMessage(r)
 }
--- a/plugins/tldr/tldr.go
+++ b/plugins/tldr/tldr.go
@ -3,11 +3,9 @@ package tldr
 import (
 	"bytes"
 	"context"
-	"errors"
 	"fmt"
-	"github.com/google/generative-ai-go/genai"
+	"github.com/andrewstuart/openai"
 	"github.com/velour/catbase/config"
-	"google.golang.org/api/option"
 	"regexp"
 	"strings"
 	"text/template"
@ -17,6 +15,8 @@ import (
 	"github.com/velour/catbase/bot/msg"

 	"github.com/rs/zerolog/log"
+
+	"github.com/james-bowman/nlp"
 )

 const templateKey = "tldr.prompttemplate"
@ -51,6 +51,12 @@ func New(b bot.Bot) *TLDRPlugin {

 func (p *TLDRPlugin) register() {
 	p.b.RegisterTable(p, bot.HandlerTable{
+		{
+			Kind: bot.Message, IsCmd: true,
+			Regex:    regexp.MustCompile(`old tl;dr`),
+			HelpText: "Get a rather inaccurate summary of the channel",
+			Handler:  p.tldrCmd,
+		},
 		{
 			Kind: bot.Message, IsCmd: true,
 			Regex:    regexp.MustCompile(`tl;?dr-prompt$`),
@ -84,6 +90,15 @@ func (p *TLDRPlugin) register() {
 	p.b.Register(p, bot.Help, p.help)
 }

+func (p *TLDRPlugin) tldrCmd(r bot.Request) bool {
+	timeLimit := time.Duration(p.b.Config().GetInt("TLDR.HourLimit", 1))
+	if p.lastRequest.After(time.Now().Add(-timeLimit * time.Hour)) {
+		p.b.Send(r.Conn, bot.Message, r.Msg.Channel, "Slow down, cowboy. Read that tiny backlog.")
+		return true
+	}
+	return false
+}
+
 func (p *TLDRPlugin) record(r bot.Request) bool {
 	hist := history{
 		body:      strings.ToLower(r.Msg.Body),
@ -95,6 +110,81 @@ func (p *TLDRPlugin) record(r bot.Request) bool {
 	return false
 }

+func (p *TLDRPlugin) oldTLDR(r bot.Request) bool {
+	p.lastRequest = time.Now()
+	nTopics := p.b.Config().GetInt("TLDR.Topics", 5)
+
+	stopWordSlice := p.b.Config().GetArray("TLDR.StopWords", []string{})
+	if len(stopWordSlice) == 0 {
+		stopWordSlice = THESE_ARE_NOT_THE_WORDS_YOU_ARE_LOOKING_FOR
+		p.b.Config().SetArray("TLDR.StopWords", stopWordSlice)
+	}
+
+	vectoriser := nlp.NewCountVectoriser(stopWordSlice...)
+	lda := nlp.NewLatentDirichletAllocation(nTopics)
+	pipeline := nlp.NewPipeline(vectoriser, lda)
+	docsOverTopics, err := pipeline.FitTransform(p.getTopics()...)
+
+	if err != nil {
+		log.Error().Err(err)
+		return false
+	}
+
+	bestScores := make([][]float64, nTopics)
+	bestDocs := make([][]history, nTopics)
+
+	supportingDocs := p.b.Config().GetInt("TLDR.Support", 3)
+	for i := 0; i < nTopics; i++ {
+		bestScores[i] = make([]float64, supportingDocs)
+		bestDocs[i] = make([]history, supportingDocs)
+	}
+
+	dr, dc := docsOverTopics.Dims()
+	for topic := 0; topic < dr; topic++ {
+		minScore, minIndex := min(bestScores[topic])
+
+		for doc := 0; doc < dc; doc++ {
+			score := docsOverTopics.At(topic, doc)
+			if score > minScore {
+				bestScores[topic][minIndex] = score
+				bestDocs[topic][minIndex] = p.history[r.Msg.Channel][doc]
+				minScore, minIndex = min(bestScores[topic])
+			}
+		}
+	}
+
+	topicsOverWords := lda.Components()
+	tr, tc := topicsOverWords.Dims()
+
+	vocab := make([]string, len(vectoriser.Vocabulary))
+	for k, v := range vectoriser.Vocabulary {
+		vocab[v] = k
+	}
+
+	response := "Here you go captain 'too good to read backlog':\n"
+
+	for topic := 0; topic < tr; topic++ {
+		bestScore := -1.
+		bestTopic := ""
+		for word := 0; word < tc; word++ {
+			score := topicsOverWords.At(topic, word)
+			if score > bestScore {
+				bestScore = score
+				bestTopic = vocab[word]
+			}
+		}
+		response += fmt.Sprintf("\n*Topic #%d: %s*\n", topic, bestTopic)
+		for i := range bestDocs[topic] {
+			response += fmt.Sprintf("<%s>%s\n", bestDocs[topic][i].user, bestDocs[topic][i].body)
+		}
+
+	}
+
+	p.b.Send(r.Conn, bot.Message, r.Msg.Channel, response)
+
+	return true
+}
+
 func (p *TLDRPlugin) addHistory(ch string, hist history) {
 	p.history[ch] = append(p.history[ch], hist)
 	sz := len(p.history[ch])
@ -119,12 +209,34 @@ func (p *TLDRPlugin) addHistory(ch string, hist history) {
 	p.history[ch] = p.history[ch][begin:]
 }

+func (p *TLDRPlugin) getTopics() []string {
+	hist := []string{}
+	for _, ch := range p.history {
+		for _, h := range ch {
+			hist = append(hist, h.body)
+		}
+	}
+	return hist
+}
+
 // Help responds to help requests. Every plugin must implement a help function.
 func (p *TLDRPlugin) help(c bot.Connector, kind bot.Kind, message msg.Message, args ...any) bool {
 	p.b.Send(c, bot.Message, message.Channel, "tl;dr")
 	return true
 }

+func min(slice []float64) (float64, int) {
+	minVal := 1.
+	minIndex := -1
+	for index, val := range slice {
+		if val < minVal {
+			minVal = val
+			minIndex = index
+		}
+	}
+	return minVal, minIndex
+}
+
 func (p *TLDRPlugin) betterTLDR(r bot.Request) bool {
 	ch := r.Msg.Channel
 	c, err := p.getClient()
@ -147,34 +259,17 @@ func (p *TLDRPlugin) betterTLDR(r bot.Request) bool {
 		}
 		backlog = str + backlog
 	}
-
-	model := c.GenerativeModel("gemini-1.5-flash")
-	model.SystemInstruction = &genai.Content{
-		Parts: []genai.Part{genai.Text(prompt.String())},
-	}
-	res, err := model.GenerateContent(context.Background(), genai.Text(backlog))
+	sess := c.NewChatSession(prompt.String())
+	completion, err := sess.Complete(context.TODO(), backlog)
 	if err != nil {
-		log.Error().Err(err).Send()
-		p.b.Send(r.Conn, bot.Message, r.Msg.Channel, "Error: could not generate a TLDR")
+		p.b.Send(r.Conn, bot.Message, r.Msg.Channel, "Couldn't run the OpenAI request")
 		return true
 	}
 	log.Debug().
 		Str("prompt", prompt.String()).
 		Str("backlog", backlog).
-		Interface("completion", res.Candidates).
+		Str("completion", completion).
 		Msgf("tl;dr")
-
-	if len(res.Candidates) == 0 {
-		log.Error().Err(errors.New("no candidates found")).Send()
-		p.b.Send(r.Conn, bot.Message, r.Msg.Channel, "Error: no candidates generating a TLDR")
-		return true
-	}
-
-	completion := ""
-	for _, p := range res.Candidates[0].Content.Parts {
-		completion += fmt.Sprintf("%s", p)
-	}
-
 	p.b.Send(r.Conn, bot.Message, r.Msg.Channel, completion)
 	return true
 }
@ -200,15 +295,10 @@ func (p *TLDRPlugin) setTLDR(r bot.Request) bool {
 	return true
 }

-func (p *TLDRPlugin) getClient() (*genai.Client, error) {
-	ctx := context.Background()
-	key := p.c.Get("GEMINI_API_KEY", "")
-	if key == "" {
-		return nil, errors.New("missing GEMINI_API_KEY")
+func (p *TLDRPlugin) getClient() (*openai.Client, error) {
+	token := p.c.Get("gpt.token", "")
+	if token == "" {
+		return nil, fmt.Errorf("no GPT token given")
 	}
-	client, err := genai.NewClient(ctx, option.WithAPIKey(key))
-	if err != nil {
-		return nil, err
-	}
-	return client, nil
+	return openai.NewClient(token)
 }
--- a/util/llm/main.go
+++ b/util/llm/main.go
@ -1,50 +0,0 @@
-package main
-
-import (
-	"context"
-	"fmt"
-	"log"
-	"os"
-
-	"github.com/google/generative-ai-go/genai"
-	"google.golang.org/api/option"
-)
-
-func main() {
-	ctx := context.Background()
-	client, err := genai.NewClient(ctx, option.WithAPIKey(os.Getenv("GEMINI_API_KEY")))
-	if err != nil {
-		log.Fatal(err)
-	}
-	defer client.Close()
-
-	model := client.GenerativeModel("gemini-1.5-flash")
-	model.SafetySettings = []*genai.SafetySetting{
-		{
-			Category:  genai.HarmCategoryHarassment,
-			Threshold: genai.HarmBlockOnlyHigh,
-		},
-	}
-	resp, err := model.GenerateContent(ctx, genai.Text("I support Martians Soccer Club and I think Jupiterians Football Club sucks! Write a ironic phrase about them."))
-	if err != nil {
-		log.Fatal(err)
-	}
-	printResponse(resp)
-
-}
-
-func printResponse(resp *genai.GenerateContentResponse) {
-	for _, cand := range resp.Candidates {
-		if cand.Content != nil {
-			for _, part := range cand.Content.Parts {
-				fmt.Println(part)
-			}
-		}
-	}
-	fmt.Println("---")
-}
-
-// curl \
-//  -H 'Content-Type: application/json' \
-//  -d '{"contents":[{"parts":[{"text":"Explain how AI works"}]}]}' \
-//  -X POST 'https://generativelanguage.googleapis.com/v1beta/models/gemini-1.5-flash-latest:generateContent?key=YOUR_API_KEY'