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| 1 | +(ns integration.chat.ollama-test |
| 2 | + (:require |
| 3 | + [clojure.test :refer [deftest is testing]] |
| 4 | + [integration.eca :as eca] |
| 5 | + [integration.fixture :as fixture] |
| 6 | + [integration.helper :refer [match-content] :as h] |
| 7 | + [llm-mock.mocks :as llm.mocks] |
| 8 | + [matcher-combinators.matchers :as m] |
| 9 | + [matcher-combinators.test :refer [match?]])) |
| 10 | + |
| 11 | +(eca/clean-after-test) |
| 12 | + |
| 13 | +(deftest simple-text |
| 14 | + (eca/start-process!) |
| 15 | + |
| 16 | + (is (match? |
| 17 | + {:models (m/embeds ["ollama/qwen3"])} |
| 18 | + (eca/request! (fixture/initialize-request {:initializationOptions (merge fixture/default-init-options |
| 19 | + {:ollamaApiUrl (str fixture/base-llm-mock-url "/ollama")}) |
| 20 | + :capabilities {:codeAssistant {:chat {}}}})))) |
| 21 | + (eca/notify! (fixture/initialized-notification)) |
| 22 | + (let [chat-id* (atom nil)] |
| 23 | + (testing "We send a simple hello message" |
| 24 | + (llm.mocks/set-case! :simple-text-0) |
| 25 | + (let [req-id 0 |
| 26 | + resp (eca/request! (fixture/chat-prompt-request |
| 27 | + {:request-id req-id |
| 28 | + :model "ollama/qwen3" |
| 29 | + :message "Tell me a joke!"})) |
| 30 | + chat-id (reset! chat-id* (:chatId resp))] |
| 31 | + |
| 32 | + (is (match? |
| 33 | + {:chatId (m/pred string?) |
| 34 | + :model "ollama/qwen3" |
| 35 | + :status "success"} |
| 36 | + resp)) |
| 37 | + |
| 38 | + (match-content chat-id req-id "user" {:type "text" :text "Tell me a joke!\n"}) |
| 39 | + (match-content chat-id req-id "system" {:type "progress" :state "running" :text "Waiting model"}) |
| 40 | + (match-content chat-id req-id "system" {:type "progress" :state "running" :text "Generating"}) |
| 41 | + (match-content chat-id req-id "assistant" {:type "text" :text "Knock"}) |
| 42 | + (match-content chat-id req-id "assistant" {:type "text" :text " knock!"}) |
| 43 | + (match-content chat-id req-id "system" {:type "progress" :state "finished"}) |
| 44 | + (is (match? |
| 45 | + {:model "qwen3" |
| 46 | + :messages [{:role "system" :content (m/pred string?)} |
| 47 | + {:role "user" :content [{:type "text" :text "Tell me a joke!"}]}]} |
| 48 | + llm.mocks/*last-req-body*)))) |
| 49 | + |
| 50 | + (testing "We reply" |
| 51 | + (llm.mocks/set-case! :simple-text-1) |
| 52 | + (let [req-id 1 |
| 53 | + resp (eca/request! (fixture/chat-prompt-request |
| 54 | + {:chat-id @chat-id* |
| 55 | + :request-id req-id |
| 56 | + :model "ollama/qwen3" |
| 57 | + :message "Who's there?"})) |
| 58 | + chat-id @chat-id*] |
| 59 | + |
| 60 | + (is (match? |
| 61 | + {:chatId (m/pred string?) |
| 62 | + :model "ollama/qwen3" |
| 63 | + :status "success"} |
| 64 | + resp)) |
| 65 | + |
| 66 | + (match-content chat-id req-id "user" {:type "text" :text "Who's there?\n"}) |
| 67 | + (match-content chat-id req-id "system" {:type "progress" :state "running" :text "Waiting model"}) |
| 68 | + (match-content chat-id req-id "system" {:type "progress" :state "running" :text "Generating"}) |
| 69 | + (match-content chat-id req-id "assistant" {:type "text" :text "Foo"}) |
| 70 | + (match-content chat-id req-id "system" {:type "progress" :state "finished"}))) |
| 71 | + |
| 72 | + (testing "model reply again keeping context" |
| 73 | + (llm.mocks/set-case! :simple-text-2) |
| 74 | + (let [req-id 2 |
| 75 | + resp (eca/request! (fixture/chat-prompt-request |
| 76 | + {:chat-id @chat-id* |
| 77 | + :request-id req-id |
| 78 | + :model "ollama/qwen3" |
| 79 | + :message "What foo?"})) |
| 80 | + chat-id @chat-id*] |
| 81 | + |
| 82 | + (is (match? |
| 83 | + {:chatId (m/pred string?) |
| 84 | + :model "ollama/qwen3" |
| 85 | + :status "success"} |
| 86 | + resp)) |
| 87 | + |
| 88 | + (match-content chat-id req-id "user" {:type "text" :text "What foo?\n"}) |
| 89 | + (match-content chat-id req-id "system" {:type "progress" :state "running" :text "Waiting model"}) |
| 90 | + (match-content chat-id req-id "system" {:type "progress" :state "running" :text "Generating"}) |
| 91 | + (match-content chat-id req-id "assistant" {:type "text" :text "Foo"}) |
| 92 | + (match-content chat-id req-id "assistant" {:type "text" :text " bar!"}) |
| 93 | + (match-content chat-id req-id "assistant" {:type "text" :text "\n\n"}) |
| 94 | + (match-content chat-id req-id "assistant" {:type "text" :text "Ha!"}) |
| 95 | + (match-content chat-id req-id "system" {:type "progress" :state "finished"}) |
| 96 | + (is (match? |
| 97 | + {:model "qwen3" |
| 98 | + :messages [{:role "system" :content (m/pred string?)} |
| 99 | + {:role "user" :content [{:type "text" :text "Tell me a joke!"}]} |
| 100 | + {:role "assistant" :content [{:type "text" :text "Knock knock!"}]} |
| 101 | + {:role "user" :content [{:type "text" :text "Who's there?"}]} |
| 102 | + {:role "assistant" :content [{:type "text" :text "Foo"}]} |
| 103 | + {:role "user" :content [{:type "text" :text "What foo?"}]}]} |
| 104 | + llm.mocks/*last-req-body*)))))) |
| 105 | + |
| 106 | +(deftest reasoning-text |
| 107 | + (eca/start-process!) |
| 108 | + |
| 109 | + (is (match? |
| 110 | + {:models (m/embeds ["ollama/qwen3"])} |
| 111 | + (eca/request! (fixture/initialize-request {:initializationOptions (merge fixture/default-init-options |
| 112 | + {:ollamaApiUrl (str fixture/base-llm-mock-url "/ollama")}) |
| 113 | + :capabilities {:codeAssistant {:chat {}}}})))) |
| 114 | + (eca/notify! (fixture/initialized-notification)) |
| 115 | + (let [chat-id* (atom nil)] |
| 116 | + (testing "We send a hello message" |
| 117 | + (llm.mocks/set-case! :reasoning-0) |
| 118 | + (let [req-id 0 |
| 119 | + resp (eca/request! (fixture/chat-prompt-request |
| 120 | + {:request-id req-id |
| 121 | + :model "ollama/qwen3" |
| 122 | + :message "hello!"})) |
| 123 | + chat-id (reset! chat-id* (:chatId resp))] |
| 124 | + |
| 125 | + (is (match? |
| 126 | + {:chatId (m/pred string?) |
| 127 | + :model "ollama/qwen3" |
| 128 | + :status "success"} |
| 129 | + resp)) |
| 130 | + |
| 131 | + (match-content chat-id req-id "user" {:type "text" :text "hello!\n"}) |
| 132 | + (match-content chat-id req-id "system" {:type "progress" :state "running" :text "Waiting model"}) |
| 133 | + (match-content chat-id req-id "system" {:type "progress" :state "running" :text "Generating"}) |
| 134 | + (match-content chat-id req-id "assistant" {:type "reasonStarted" :id (m/pred string?)}) |
| 135 | + (match-content chat-id req-id "assistant" {:type "reasonText" :id (m/pred string?) :text "I should say"}) |
| 136 | + (match-content chat-id req-id "assistant" {:type "reasonText" :id (m/pred string?) :text " hello"}) |
| 137 | + (match-content chat-id req-id "assistant" {:type "reasonFinished" :id (m/pred string?)}) |
| 138 | + (match-content chat-id req-id "assistant" {:type "text" :text "hello"}) |
| 139 | + (match-content chat-id req-id "assistant" {:type "text" :text " there!"}) |
| 140 | + (match-content chat-id req-id "system" {:type "progress" :state "finished"}) |
| 141 | + (is (match? |
| 142 | + {:model "qwen3" |
| 143 | + :messages [{:role "system" :content (m/pred string?)} |
| 144 | + {:role "user" :content [{:type "text" :text "hello!"}]}]} |
| 145 | + llm.mocks/*last-req-body*)))) |
| 146 | + |
| 147 | + (testing "We reply" |
| 148 | + (llm.mocks/set-case! :reasoning-1) |
| 149 | + (let [req-id 1 |
| 150 | + resp (eca/request! (fixture/chat-prompt-request |
| 151 | + {:request-id req-id |
| 152 | + :chat-id @chat-id* |
| 153 | + :model "ollama/qwen3" |
| 154 | + :message "how are you?"})) |
| 155 | + chat-id @chat-id*] |
| 156 | + |
| 157 | + (is (match? |
| 158 | + {:chatId (m/pred string?) |
| 159 | + :model "ollama/qwen3" |
| 160 | + :status "success"} |
| 161 | + resp)) |
| 162 | + |
| 163 | + (match-content chat-id req-id "user" {:type "text" :text "how are you?\n"}) |
| 164 | + (match-content chat-id req-id "system" {:type "progress" :state "running" :text "Waiting model"}) |
| 165 | + (match-content chat-id req-id "system" {:type "progress" :state "running" :text "Generating"}) |
| 166 | + (match-content chat-id req-id "assistant" {:type "reasonStarted" :id (m/pred string?)}) |
| 167 | + (match-content chat-id req-id "assistant" {:type "reasonText" :id (m/pred string?) :text "I should say"}) |
| 168 | + (match-content chat-id req-id "assistant" {:type "reasonText" :id (m/pred string?) :text " fine"}) |
| 169 | + (match-content chat-id req-id "assistant" {:type "reasonFinished" :id (m/pred string?)}) |
| 170 | + (match-content chat-id req-id "assistant" {:type "text" :text "I'm "}) |
| 171 | + (match-content chat-id req-id "assistant" {:type "text" :text " fine"}) |
| 172 | + (match-content chat-id req-id "system" {:type "progress" :state "finished"}) |
| 173 | + (is (match? |
| 174 | + {:model "qwen3" |
| 175 | + :messages [{:role "system" :content (m/pred string?)} |
| 176 | + {:role "user" :content [{:type "text" :text "hello!"}]} |
| 177 | + {:role "assistant" :content "I should say hello"} |
| 178 | + {:role "assistant" :content [{:type "text" :text "hello there!"}]} |
| 179 | + {:role "user" :content [{:type "text" :text "how are you?"}]}]} |
| 180 | + llm.mocks/*last-req-body*)))))) |
| 181 | + |
| 182 | +(deftest tool-calling |
| 183 | + (eca/start-process!) |
| 184 | + |
| 185 | + (is (match? |
| 186 | + {:models (m/embeds ["ollama/qwen3"])} |
| 187 | + (eca/request! (fixture/initialize-request {:initializationOptions (merge fixture/default-init-options |
| 188 | + {:ollamaApiUrl (str fixture/base-llm-mock-url "/ollama")}) |
| 189 | + :capabilities {:codeAssistant {:chat {}}}})))) |
| 190 | + (eca/notify! (fixture/initialized-notification)) |
| 191 | + (let [chat-id* (atom nil)] |
| 192 | + (testing "We ask what files LLM see" |
| 193 | + (llm.mocks/set-case! :tool-calling-0) |
| 194 | + (let [req-id 0 |
| 195 | + resp (eca/request! (fixture/chat-prompt-request |
| 196 | + {:request-id req-id |
| 197 | + :model "ollama/qwen3" |
| 198 | + :message "What files you see?"})) |
| 199 | + chat-id (reset! chat-id* (:chatId resp))] |
| 200 | + |
| 201 | + (is (match? |
| 202 | + {:chatId (m/pred string?) |
| 203 | + :model "ollama/qwen3" |
| 204 | + :status "success"} |
| 205 | + resp)) |
| 206 | + |
| 207 | + (match-content chat-id req-id "user" {:type "text" :text "What files you see?\n"}) |
| 208 | + (match-content chat-id req-id "system" {:type "progress" :state "running" :text "Waiting model"}) |
| 209 | + (match-content chat-id req-id "system" {:type "progress" :state "running" :text "Generating"}) |
| 210 | + (match-content chat-id req-id "assistant" {:type "text" :text "I will list files"}) |
| 211 | + (match-content chat-id req-id "assistant" {:type "toolCallPrepare" |
| 212 | + :origin "native" |
| 213 | + :id (m/pred string?) |
| 214 | + :name "eca_directory_tree" |
| 215 | + :argumentsText "" |
| 216 | + :manualApproval false |
| 217 | + :summary "Listing file tree"}) |
| 218 | + (match-content chat-id req-id "assistant" {:type "toolCallRun" |
| 219 | + :origin "native" |
| 220 | + :id (m/pred string?) |
| 221 | + :name "eca_directory_tree" |
| 222 | + :arguments {:path (h/project-path->canon-path "resources")} |
| 223 | + :manualApproval false |
| 224 | + :summary "Listing file tree"}) |
| 225 | + (match-content chat-id req-id "assistant" {:type "toolCalled" |
| 226 | + :origin "native" |
| 227 | + :id (m/pred string?) |
| 228 | + :name "eca_directory_tree" |
| 229 | + :arguments {:path (h/project-path->canon-path "resources")} |
| 230 | + :summary "Listing file tree" |
| 231 | + :error false |
| 232 | + :outputs [{:type "text" :text (str "[FILE] " (h/project-path->canon-path "resources/file1.md\n") |
| 233 | + "[FILE] " (h/project-path->canon-path "resources/file2.md\n"))}]}) |
| 234 | + (match-content chat-id req-id "assistant" {:type "text" :text "The files I see:\n"}) |
| 235 | + (match-content chat-id req-id "assistant" {:type "text" :text "file1\nfile2\n"}) |
| 236 | + (match-content chat-id req-id "system" {:type "progress" :state "finished"}) |
| 237 | + (is (match? |
| 238 | + {:model "qwen3" |
| 239 | + :messages [{:role "user" :content [{:type "text" :text "What files you see?"}]} |
| 240 | + {:role "assistant" :content [{:type "text" :text "I will list files"}]} |
| 241 | + {:role "assistant" :tool-calls [{:type "function" |
| 242 | + :function {:id (m/pred string?) |
| 243 | + :name "eca_directory_tree" |
| 244 | + :arguments {:path (h/project-path->canon-path "resources")} |
| 245 | + :summary "Listing file tree" |
| 246 | + :origin "native"}}]} |
| 247 | + {:role "tool" :content (str "[FILE] " (h/project-path->canon-path "resources/file1.md\n") |
| 248 | + "[FILE] " (h/project-path->canon-path "resources/file2.md\n\n"))}] |
| 249 | + :tools (m/embeds [{:type "function" :function {:name "eca_directory_tree"}}])} |
| 250 | + llm.mocks/*last-req-body*)))))) |
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