Closed edeandrea closed 2 months ago
Can you please attach the sample you are using?
🙏🏼
We don't pull any models when the base-url
has been set - it's same idea as with dev-services, meaning that if you configured something, we assume it's non something we should change
But even given that, I've already pulled it outside of quarkus. The requests to ollama are still specifying llama3 and not llama3.1
And you can see from the log it did pull llama3 (because it didn't already exist).
And in my config, I'm not setting a base url for ollama.
I'll have another look next week
Have a good weekend!
You too!
On Fri, Jul 26, 2024, 18:57 Eric Deandrea @.***> wrote:
Have a good weekend!
— Reply to this email directly, view it on GitHub https://github.com/quarkiverse/quarkus-langchain4j/issues/787#issuecomment-2253050868, or unsubscribe https://github.com/notifications/unsubscribe-auth/ABBMDP2ZSBTA65XC73P6J3DZOJWWHAVCNFSM6AAAAABLQRAC7GVHI2DSMVQWIX3LMV43OSLTON2WKQ3PNVWWK3TUHMZDENJTGA2TAOBWHA . You are receiving this because you commented.Message ID: @.***>
What's interesting is that I tried to upgrade to 0.17.0.CR1
and now it does pre-load and use the llama3.1 model....
╰─ ollama ps
NAME ID SIZE PROCESSOR UNTIL
llama3.1:latest 62757c860e01 6.7 GB 100% GPU 4 minutes from now
nomic-embed-text:latest 0a109f422b47 1.1 GB 100% GPU 2 minutes from now
BUT....
Now my embedding seems to be broken when I ask the chat bot a question (This works fine in 0.16.4
)...
2024-07-26 12:44:00,002 ERROR [io.qua.web.nex.run.Endpoints] (vert.x-eventloop-thread-1) Unable to close connection [607941c7-297e-4fad-8456-6d2dd5e29f11] due to unhandled failure [java.net.SocketException: Connection reset]: io.netty.channel.StacklessClosedChannelException
2024-07-26 12:44:00,003 INFO [org.par.res.ClaimWebsocketChatBot] (vert.x-worker-thread-2) Websocket connection 607941c7-297e-4fad-8456-6d2dd5e29f11 closed
2024-07-26 12:44:09,019 ERROR [io.qua.lan.run.ais.AiServiceMethodImplementationSupport] (vert.x-eventloop-thread-0) Execution of org.parasol.ai.ClaimService#chat failed: org.jboss.resteasy.reactive.common.core.BlockingNotAllowedException
at org.jboss.resteasy.reactive.client.impl.InvocationBuilderImpl.unwrap(InvocationBuilderImpl.java:199)
at org.jboss.resteasy.reactive.client.impl.InvocationBuilderImpl.method(InvocationBuilderImpl.java:328)
at io.quarkiverse.langchain4j.ollama.OllamaRestApi$$QuarkusRestClientInterface.embeddings(Unknown Source)
at io.quarkiverse.langchain4j.ollama.OllamaClient.embedding(OllamaClient.java:44)
at io.quarkiverse.langchain4j.ollama.OllamaEmbeddingModel.lambda$embedAll$0(OllamaEmbeddingModel.java:36)
at java.base/java.util.Collections$SingletonList.forEach(Collections.java:5186)
at io.quarkiverse.langchain4j.ollama.OllamaEmbeddingModel.embedAll(OllamaEmbeddingModel.java:30)
at dev.langchain4j.model.embedding.EmbeddingModel.embed(EmbeddingModel.java:34)
at dev.langchain4j.model.embedding.EmbeddingModel.embed(EmbeddingModel.java:24)
at dev.langchain4j.model.embedding.EmbeddingModel_OfFfdXYI2wr9Ymzsx9IXE32kX_M_Synthetic_ClientProxy.embed(Unknown Source)
at dev.langchain4j.rag.content.retriever.EmbeddingStoreContentRetriever.retrieve(EmbeddingStoreContentRetriever.java:179)
at dev.langchain4j.rag.DefaultRetrievalAugmentor.process(DefaultRetrievalAugmentor.java:174)
at dev.langchain4j.rag.DefaultRetrievalAugmentor.augment(DefaultRetrievalAugmentor.java:154)
at dev.langchain4j.rag.DefaultRetrievalAugmentor.augment(DefaultRetrievalAugmentor.java:140)
at io.quarkiverse.langchain4j.easyrag.runtime.EasyRetrievalAugmentor.augment(EasyRetrievalAugmentor.java:31)
at dev.langchain4j.rag.RetrievalAugmentor.augment(RetrievalAugmentor.java:39)
at io.quarkiverse.langchain4j.easyrag.runtime.EasyRetrievalAugmentor_VxHnKxDROyS2BgWURtZmLL_kruM_Synthetic_ClientProxy.augment(Unknown Source)
at io.quarkiverse.langchain4j.runtime.aiservice.AiServiceMethodImplementationSupport.doImplement(AiServiceMethodImplementationSupport.java:136)
at io.quarkiverse.langchain4j.runtime.aiservice.AiServiceMethodImplementationSupport.implement(AiServiceMethodImplementationSupport.java:102)
at org.parasol.ai.ClaimService$$QuarkusImpl.chat(Unknown Source)
at org.parasol.ai.ClaimService$$QuarkusImpl_ClientProxy.chat(Unknown Source)
at org.parasol.resources.ClaimWebsocketChatBot.onMessage(ClaimWebsocketChatBot.java:36)
at org.parasol.resources.ClaimWebsocketChatBot_WebSocketServerEndpoint.doOnTextMessage(Unknown Source)
at io.quarkus.websockets.next.runtime.WebSocketEndpointBase.doExecute(WebSocketEndpointBase.java:175)
at io.quarkus.websockets.next.runtime.WebSocketEndpointBase$1.run(WebSocketEndpointBase.java:112)
at io.quarkus.websockets.next.runtime.ConcurrencyLimiter.run(ConcurrencyLimiter.java:53)
at io.quarkus.websockets.next.runtime.WebSocketEndpointBase.execute(WebSocketEndpointBase.java:109)
at io.quarkus.websockets.next.runtime.WebSocketEndpointBase.onTextMessage(WebSocketEndpointBase.java:77)
at io.quarkus.websockets.next.runtime.Endpoints.lambda$initialize$1(Endpoints.java:120)
at io.quarkus.websockets.next.runtime.Endpoints$5$1.handle(Endpoints.java:319)
at io.quarkus.websockets.next.runtime.Endpoints$5$1.handle(Endpoints.java:316)
at io.vertx.core.impl.ContextInternal.dispatch(ContextInternal.java:279)
at io.vertx.core.impl.ContextInternal.dispatch(ContextInternal.java:261)
at io.vertx.core.impl.ContextInternal.lambda$runOnContext$0(ContextInternal.java:59)
at io.netty.util.concurrent.AbstractEventExecutor.runTask(AbstractEventExecutor.java:173)
at io.netty.util.concurrent.AbstractEventExecutor.safeExecute(AbstractEventExecutor.java:166)
at io.netty.util.concurrent.SingleThreadEventExecutor.runAllTasks(SingleThreadEventExecutor.java:470)
at io.netty.channel.nio.NioEventLoop.run(NioEventLoop.java:566)
at io.netty.util.concurrent.SingleThreadEventExecutor$4.run(SingleThreadEventExecutor.java:997)
at io.netty.util.internal.ThreadExecutorMap$2.run(ThreadExecutorMap.java:74)
at io.netty.util.concurrent.FastThreadLocalRunnable.run(FastThreadLocalRunnable.java:30)
at java.base/java.lang.Thread.run(Thread.java:1583)
2024-07-26 12:44:09,073 INFO [org.par.res.ClaimWebsocketChatBot] (vert.x-worker-thread-2) Websocket connection 18f43077-9427-4e16-8563-5d130db1630e closed
2024-07-26 12:44:09,089 INFO [io.qua.lan.oll.OllamaRestApi$OllamaLogger] (vert.x-eventloop-thread-0) Request:
- method: POST
- url: http://localhost:11434/api/embeddings
- headers: [Accept: application/json], [Content-Type: application/json], [User-Agent: Quarkus REST Client], [content-length: 1164]
- body: {
"model" : "nomic-embed-text",
"prompt" : " Claim Summary:\n \n On January 2nd, 1955, at around 3:30 PM, a car accident occurred at the intersection of Colima Road and Azusa Avenue in Hill Vallet. The involved parties were Marty McFly, driving a silver Delorean DMC-12 (OUTA-TIME), and Biff Tanner in a blue Type 2 Volkswagen Bus (BIF-RULZ).\n\n Marty was heading south on Colima Road when Biff failed to stop at the red traffic signal on Asuza Avenue, causing a collision with Marty's vehicle. Both drivers exchanged information and took photos of the accident scene, which included damages to the front driver and passenger side of Marty's Delorean DMC-12 and the front driver's side of Biff's Volkswagen Bus. No injuries were reported.\n\n Marty has attached necessary documents, such as photos, a police report, and an estimate for repair costs, to his email. He requests prompt attention to the claim and is available at (916) 555-4385 or marty.mcfly@email.com for any additional information or documentation needed.\n \n\n Question: Does the policy cover this claim?\n\nYou must answer strictly in the following JSON format: {\n}"
}
2024-07-26 12:44:09,192 INFO [io.qua.lan.oll.OllamaRestApi$OllamaLogger] (vert.x-eventloop-thread-0) Response:
- status code: 200
- headers: [Content-Type: application/json; charset=utf-8], [Date: Fri, 26 Jul 2024 16:44:09 GMT], [Transfer-Encoding: chunked]
- body: 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It looks to me like for some reason easy rag is trying to call the blocking chat
method on the OllamaRestApi
, but the AIService in my case is streaming, so it should be using the streamingChat
method.
What's interesting is that I tried to upgrade to 0.17.0.CR1 and now it does pre-load and use the llama3.1 model....
That's simply because we changed the default to llama3.1
@radcortez this seems to come down to an issue with ConfigMapping.
Essentially in the quarkus-langchain4jj-ollama
extension I have:
@ConfigRoot(phase = BUILD_AND_RUN_TIME_FIXED)
@ConfigMapping(prefix = "quarkus.langchain4j.ollama")
public interface LangChain4jOllamaFixedRuntimeConfig {
/**
* Default model config.
*/
@WithParentName
OllamaConfig defaultConfig();
/**
* Named model config.
*/
@ConfigDocSection
@ConfigDocMapKey("model-name")
@WithParentName
@WithDefaults
Map<String, OllamaConfig> namedConfig();
interface OllamaConfig {
/**
* Chat model related settings
*/
ChatModelFixedRuntimeConfig chatModel();
}
}
@ConfigGroup
public interface ChatModelFixedRuntimeConfig {
/**
* Model to use. According to <a href="https://github.com/jmorganca/ollama/blob/main/docs/api.md#model-names">Ollama
* docs</a>,
* the default value is {@code llama3}
*/
@WithDefault("llama3.1")
String modelId();
}
and
@ConfigRoot(phase = RUN_TIME)
@ConfigMapping(prefix = "quarkus.langchain4j.ollama")
public interface LangChain4jOllamaConfig {
/**
* Default model config.
*/
@WithParentName
OllamaConfig defaultConfig();
/**
* Named model config.
*/
@ConfigDocSection
@ConfigDocMapKey("model-name")
@WithParentName
@WithDefaults
Map<String, OllamaConfig> namedConfig();
interface OllamaConfig {
// ommitted config options
/**
* Chat model related settings
*/
ChatModelConfig chatModel();
}
}
@ConfigGroup
public interface ChatModelConfig {
// ommitted config options
}
However setting quarkus.langchain4j.ollama.foo.model-id=bar
has no effect whatsoever on LangChain4jOllamaFixedRuntimeConfig
and I ever see
Unrecognized configuration key "quarkus.langchain4j.ollama.foo.model-id" was provided
in the logs.
Am I doing something wrong or is this not supported?
Hum , because the path to modelId
is :
quarkus.langchain4j.ollama
(prefix)namedConfig()
(@WithParentName), so still quarkus.langchain4j.ollama
Map
, so a key segment: quarkus.langchain4j.ollama.*
chatModel()
: quarkus.langchain4j.ollama.*.chat-model
modelId()
: quarkus.langchain4j.ollama.*.chat-model.model-id
The configuration name you are trying to set does not contain chat-model
. Try quarkus.langchain4j.ollama.foo.chat-model.model-id
or add @WithParentName
to chatModel()
BTW, you can omit the double mapping of Map
and the Group
default with:
@WithParentName
@WithUnnamedKey("default")
@WithDefaults
Map<String, OllamaConfig> namedConfig();
The @WithUnnamedKey
allows the Map
to accept unnamed keys in the configuration names (as in quarkus.langchain4j.ollama.chat-model.model-id
). The default
is just the runtime Map
key that you need to use to access the values. It can be whatever you want.
We added this to avoid having this double-mapping trick. Feel free to do it as you prefer :)
Ah, I should have seen that myself, sorry to bother you on this :(
I just got mixed with the various levels 🤦🏼
@edeandrea can you confirm that quarkus.langchain4j.ollama.parasol-chat.chat-model.model-id=llama3.1
works for you as expected?
Ah, I should have seen that myself, sorry to bother you on this :(
No worries, all good. I get mixed up sometimes myself :)
🙏🏼
quarkus.langchain4j.ollama.parasol-chat.model-id=llama3.1
Yes I can confirm this works with 0.16.4
. I'm still scratching my head as to how I got quarkus.langchain4j.ollama.parasol-chat.model-id
. You must have changed something over the weekend and removed all traces of what was there before :) (just kidding).
I don't know what I was thinking. Sorry for the confusion!
Sorry for the confusion!
I'll send the (four digit) bill to your manager 😉
Let me know how that works out for you :)
🤑
I can't seem to be able to use llama3.1 with the ollama extension. If I set
quarkus.langchain4j.ollama.parasol-chat.model-id=llama3.1
, when my app starts up I seeand all the requests target llama3, even though llama3.1 has been pulled
See the request in the log: