From d221e33e934db277d37e02772059c13b6feb456f Mon Sep 17 00:00:00 2001 From: =?UTF-8?q?Istv=C3=A1n=20Zolt=C3=A1n=20Szab=C3=B3?= Date: Wed, 26 Mar 2025 11:43:49 +0100 Subject: [PATCH 01/15] [Search] Drafts how to use OpenAI compatible models with the inference API. --- .../using-openai-compatible-models.md | 94 +++++++++++++++++++ solutions/toc.yml | 1 + 2 files changed, 95 insertions(+) create mode 100644 solutions/search/semantic-search/using-openai-compatible-models.md diff --git a/solutions/search/semantic-search/using-openai-compatible-models.md b/solutions/search/semantic-search/using-openai-compatible-models.md new file mode 100644 index 000000000..d694c2b66 --- /dev/null +++ b/solutions/search/semantic-search/using-openai-compatible-models.md @@ -0,0 +1,94 @@ +--- +applies_to: + stack: ga + serverless: ga +navigation_title: Using OpenAI compatible models +--- + +# Using OpenAI compatible models with the {{infer-cap}} API + +{{es}} enables you to use LLMs throught the {{infer}} API, supporting providers such as Amazon Bedrock, Cohere, Google AI, HuggingFace, OpenAI, and more, as a service. +It also allows you to use models deployed in your local environment that are compatible with OpenAI. + +This page walks you through the process of connecting local models to {{es}} using Ollama. + +[Ollama](https://ollama.com/) enables you to download and run LLM models on your own infrastructure. +For a list of available models compatible with Ollama, refer to this [page](https://ollama.com/library). + +Using Llama models ensures that your interactions remain private, as the models run on your infrastructure. + +## Overview + +In this tutorial, you learn how to: + +* download and run Ollama, +* use ngrok to access your local web server that hosts Ollama over the internet +* connect your local LLM to Playground + +## Download and run Ollama + +1. [Download Ollama](https://ollama.com/download). +2. Install Ollama using the downloaded file. +Enable the command line tool for Ollama during the installation. +3. Choose a model of the [list of supported LLMs](https://ollama.com/library). +This tutorial uses `llama 3.2`. +4. Run the following command: + ```shell + ollama pull llama3.2 + ``` + +### Test the installed model + +When the installation is complete, test the model. + +1. Run `ollama run llama3.2` and ask a question, for example, "Are you working?" +If the model is installed successfully, you get a positive response. +2. When the model is running, an API endpoint is enbaled by default on port `11434`. +Make a request to the API, following the [documentation](https://github.com/ollama/ollama/blob/main/docs/api.md): + ```curl + curl http://localhost:11434/api/generate -d '{ + "model": "llama3.2", + "prompt": "What is the capital of France?" +}' + ``` + + The API returns a response similar to this: + + ```json + {"model":"llama3.2","created_at":"2025-03-26T10:07:05.500614Z","response":"The","done":false} + {"model":"llama3.2","created_at":"2025-03-26T10:07:05.519131Z","response":" capital","done":false} + {"model":"llama3.2","created_at":"2025-03-26T10:07:05.537432Z","response":" of","done":false} + {"model":"llama3.2","created_at":"2025-03-26T10:07:05.556016Z","response":" France","done":false} + {"model":"llama3.2","created_at":"2025-03-26T10:07:05.574815Z","response":" is","done":false} + {"model":"llama3.2","created_at":"2025-03-26T10:07:05.592967Z","response":" Paris","done":false} + {"model":"llama3.2","created_at":"2025-03-26T10:07:05.611558Z","response":".","done":false} + {"model":"llama3.2","created_at":"2025-03-26T10:07:05.630715Z","response":"","done":true,"done_reason":"stop","context":[128006,9125,128007,271,38766,1303,33025,2696,25,6790,220,2366,18,271,128009,128006,882,128007,271,3923,374,279,6864,315,9822,30,128009,128006,78191,128007,271,791,6864,315,9822,374,12366,13],"total_duration":2232589542,"load_duration":1052276792,"prompt_eval_count":32,"prompt_eval_duration":1048833625,"eval_count":8,"eval_duration":130808916} + ``` + +## Expose the endpoint using ngrok + +As the created endpoint works in a local environment, it cannot be accessed from another point - like your Elastic Cloud instance - via the internet. +[ngrok](https://ngrok.com/) enables you to expose a port offering a public IP. +Create an ngrok account and follow the [official setup guide](https://dashboard.ngrok.com/get-started/setup). + +When the ngrok agent is installed and configured, you can expose the port Ollama is using by running the floowing command: + +```shell +ngrok http 11434 --host-header="localhost:11434" +``` + +The command returns a public link that works while the ngrok and the Ollama server run locally: + +```shell +Session Status online +Account xxxx@yourEmailProvider.com (Plan: Free) +Version 3.18.4 +Region United States (us) +Latency 561ms +Web Interface http://127.0.0.1:4040 +Forwarding https://your-ngrok-url.ngrok-free.app -> http://localhost:11434 + + +Connections ttl opn rt1 rt5 p50 p90 + 0 0 0.00 0.00 0.00 0.00 +``` diff --git a/solutions/toc.yml b/solutions/toc.yml index 5571b3512..672bd341b 100644 --- a/solutions/toc.yml +++ b/solutions/toc.yml @@ -43,6 +43,7 @@ toc: - file: search/semantic-search/semantic-search-inference.md - file: search/semantic-search/semantic-search-elser-ingest-pipelines.md - file: search/semantic-search/cohere-es.md + - file: search/semantic-search/using-openai-compatible-models.md - file: search/rag.md children: - file: search/rag/playground.md From f5151318a8b9f9163a9599b68fd0ad5c0937d984 Mon Sep 17 00:00:00 2001 From: =?UTF-8?q?Istv=C3=A1n=20Zolt=C3=A1n=20Szab=C3=B3?= Date: Wed, 26 Mar 2025 11:54:10 +0100 Subject: [PATCH 02/15] Formatting. --- .../search/semantic-search/using-openai-compatible-models.md | 4 ++-- 1 file changed, 2 insertions(+), 2 deletions(-) diff --git a/solutions/search/semantic-search/using-openai-compatible-models.md b/solutions/search/semantic-search/using-openai-compatible-models.md index d694c2b66..d04b3c338 100644 --- a/solutions/search/semantic-search/using-openai-compatible-models.md +++ b/solutions/search/semantic-search/using-openai-compatible-models.md @@ -49,8 +49,8 @@ Make a request to the API, following the [documentation](https://github.com/olla curl http://localhost:11434/api/generate -d '{ "model": "llama3.2", "prompt": "What is the capital of France?" -}' - ``` + }' + ``` The API returns a response similar to this: From 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Save the URL that ngrok generated in the line of `Forwarding`. +4. Make a request to the endpoint again using the URL ngrok generated: + ```curl + curl https://your-ngrok-endpoint.ngrok-free.app/api/generate -d '{ + "model": "llama3.2", + "prompt": "What is the capital of France?" + }' + ``` + The API returns a response similar to the previous one. + +## Connecting the local LLM to Playground -```shell -ngrok http 11434 --host-header="localhost:11434" -``` +Create a connector that uses the public URL you created. -The command returns a public link that works while the ngrok and the Ollama server run locally: +1. In Kibana, go to **Search > Playground**, and click **Connect to an LLM**. +2. Select **OpenAI** on the fly-out. +3. Provide a name for the connector. +4. Select **Other (OpenAI Compatible Service)** for the OpenAI provider under **Connector settings**. +5. Copy the ngrok-generated URL to the **URL** field. +6. Specify the default model, for example, `llama3.2`. +7. Provide a random string for the API key, it won't be used for the requests. +8. **Save**. + :::{image} /solutions/images/elasticsearch-openai-compatible-connector.png + :alt: Configuring an LLM connector in Playground + :title: Configuring an LLM connector in Playground + :name: configuring-llm-connector-playground + ::: +9. Click **Add data sources** and connect your index. -```shell -Session Status online -Account xxxx@yourEmailProvider.com (Plan: Free) -Version 3.18.4 -Region United States (us) -Latency 561ms -Web Interface http://127.0.0.1:4040 -Forwarding https://your-ngrok-url.ngrok-free.app -> http://localhost:11434 +You have access to Playground using the LLM you are running locally. +## Further reading -Connections ttl opn rt1 rt5 p50 p90 - 0 0 0.00 0.00 0.00 0.00 -``` +* [Unsing Ollama with the {{infer}} API](https://www.elastic.co/search-labs/blog/ollama-with-inference-api#expose-endpoint-to-the-internet-using-ngrok): a more comprehensive, end-to-end tutorial of using Ollama with {{es}}. From a30701ff23466eccb2ce05f7f2040594008bbfd4 Mon Sep 17 00:00:00 2001 From: =?UTF-8?q?Istv=C3=A1n=20Zolt=C3=A1n=20Szab=C3=B3?= Date: Wed, 26 Mar 2025 15:43:50 +0100 Subject: [PATCH 04/15] Troubleshooting. --- .../search/semantic-search/using-openai-compatible-models.md | 3 +-- 1 file changed, 1 insertion(+), 2 deletions(-) diff --git a/solutions/search/semantic-search/using-openai-compatible-models.md b/solutions/search/semantic-search/using-openai-compatible-models.md index 9028342ce..1a96bcb99 100644 --- a/solutions/search/semantic-search/using-openai-compatible-models.md +++ b/solutions/search/semantic-search/using-openai-compatible-models.md @@ -113,8 +113,7 @@ Create a connector that uses the public URL you created. 8. **Save**. :::{image} /solutions/images/elasticsearch-openai-compatible-connector.png :alt: Configuring an LLM connector in Playground - :title: Configuring an LLM connector in Playground - :name: configuring-llm-connector-playground + :screenshot: ::: 9. Click **Add data sources** and connect your index. From 52c62623dc0997332b566a729d388132ec2645d0 Mon Sep 17 00:00:00 2001 From: =?UTF-8?q?Istv=C3=A1n=20Zolt=C3=A1n=20Szab=C3=B3?= Date: Wed, 26 Mar 2025 15:47:04 +0100 Subject: [PATCH 05/15] Changes example language. --- .../search/semantic-search/using-openai-compatible-models.md | 4 ++-- 1 file changed, 2 insertions(+), 2 deletions(-) diff --git a/solutions/search/semantic-search/using-openai-compatible-models.md b/solutions/search/semantic-search/using-openai-compatible-models.md index 1a96bcb99..86e4818ba 100644 --- a/solutions/search/semantic-search/using-openai-compatible-models.md +++ b/solutions/search/semantic-search/using-openai-compatible-models.md @@ -45,7 +45,7 @@ When the installation is complete, test the model. If the model is installed successfully, you get a positive response. 2. When the model is running, an API endpoint is enbaled by default on port `11434`. Make a request to the API, following the [documentation](https://github.com/ollama/ollama/blob/main/docs/api.md): - ```curl + ```shell curl http://localhost:11434/api/generate -d '{ "model": "llama3.2", "prompt": "What is the capital of France?" @@ -91,7 +91,7 @@ As the created endpoint works in a local environment, it cannot be accessed from 3. Save the URL that ngrok generated in the line of `Forwarding`. 4. Make a request to the endpoint again using the URL ngrok generated: - ```curl + ```shell curl https://your-ngrok-endpoint.ngrok-free.app/api/generate -d '{ "model": "llama3.2", "prompt": "What is the capital of France?" From 521e437e88dfe56e5a4e0483ad1d9877fd55da29 Mon Sep 17 00:00:00 2001 From: =?UTF-8?q?Istv=C3=A1n=20Zolt=C3=A1n=20Szab=C3=B3?= Date: Wed, 26 Mar 2025 16:23:28 +0100 Subject: [PATCH 06/15] Fine-tunes content. --- .../using-openai-compatible-models.md | 41 ++++++++++--------- 1 file changed, 21 insertions(+), 20 deletions(-) diff --git a/solutions/search/semantic-search/using-openai-compatible-models.md b/solutions/search/semantic-search/using-openai-compatible-models.md index 86e4818ba..9f64bcb66 100644 --- a/solutions/search/semantic-search/using-openai-compatible-models.md +++ b/solutions/search/semantic-search/using-openai-compatible-models.md @@ -22,15 +22,15 @@ Using Llama models ensures that your interactions remain private, as the models In this tutorial, you learn how to: * download and run Ollama, -* use ngrok to access your local web server that hosts Ollama over the internet +* use ngrok to expose your local web server hosting Ollama over the internet * connect your local LLM to Playground ## Download and run Ollama 1. [Download Ollama](https://ollama.com/download). 2. Install Ollama using the downloaded file. -Enable the command line tool for Ollama during the installation. -3. Choose a model of the [list of supported LLMs](https://ollama.com/library). +Enable the command line tool for Ollama during installation. +3. Choose a model from the [list of supported LLMs](https://ollama.com/library). This tutorial uses `llama 3.2`. 4. Run the following command: ```shell @@ -39,12 +39,12 @@ This tutorial uses `llama 3.2`. ### Test the installed model -When the installation is complete, test the model. +After installation, test the model. 1. Run `ollama run llama3.2` and ask a question, for example, "Are you working?" -If the model is installed successfully, you get a positive response. -2. When the model is running, an API endpoint is enbaled by default on port `11434`. -Make a request to the API, following the [documentation](https://github.com/ollama/ollama/blob/main/docs/api.md): +If the model is installed successfully, you receive a valid response. +2. When the model is running, an API endpoint is enabled by default on port `11434`. +To test it, make a request to the API using the following command: ```shell curl http://localhost:11434/api/generate -d '{ "model": "llama3.2", @@ -52,6 +52,7 @@ Make a request to the API, following the [documentation](https://github.com/olla }' ``` + Refer to the API [documentation](https://github.com/ollama/ollama/blob/main/docs/api.md) to learn more. The API returns a response similar to this: ```json {"model":"llama3.2","created_at":"2025-03-26T10:07:05.500614Z","response":"The","done":false} @@ -66,15 +67,15 @@ Make a request to the API, following the [documentation](https://github.com/olla ## Expose the endpoint using ngrok -As the created endpoint works in a local environment, it cannot be accessed from another point - like your Elastic Cloud instance - via the internet. -[ngrok](https://ngrok.com/) enables you to expose a port offering a public IP. +Since the created endpoint only works locally, it cannot be accessed from external services (for example, your Elastic Cloud instance). +[ngrok](https://ngrok.com/) enables you to expose a local port with a public URL. 1. Create an ngrok account and follow the [official setup guide](https://dashboard.ngrok.com/get-started/setup). -2. When the ngrok agent is installed and configured, you can expose the port Ollama is using by running the floowing command: +2. After installing and configuring the ngrok agent, expose the Ollama port by running: ```shell ngrok http 11434 --host-header="localhost:11434" ``` - The command returns a public link that works while the ngrok and the Ollama server run locally: + The command returns a public link that works as long as ngrok and the Ollama server are running locally: ```shell Session Status online Account xxxx@yourEmailProvider.com (Plan: Free) @@ -89,27 +90,27 @@ As the created endpoint works in a local environment, it cannot be accessed from 0 0 0.00 0.00 0.00 0.00 ``` -3. Save the URL that ngrok generated in the line of `Forwarding`. -4. Make a request to the endpoint again using the URL ngrok generated: +3. Copy the ngrok-generated URL from the `Forwarding` line. +4. Test the endpoint again using the new URL: ```shell curl https://your-ngrok-endpoint.ngrok-free.app/api/generate -d '{ "model": "llama3.2", "prompt": "What is the capital of France?" }' ``` - The API returns a response similar to the previous one. + The response should be similar to the previous one. ## Connecting the local LLM to Playground -Create a connector that uses the public URL you created. +Now, create a connector using the public URL from ngrok. 1. In Kibana, go to **Search > Playground**, and click **Connect to an LLM**. 2. Select **OpenAI** on the fly-out. 3. Provide a name for the connector. -4. Select **Other (OpenAI Compatible Service)** for the OpenAI provider under **Connector settings**. -5. Copy the ngrok-generated URL to the **URL** field. +4. Under **Connector settings**, select **Other (OpenAI Compatible Service)** as the OpenAI provider. +5. Paste the ngrok-generated URL into the **URL** field. 6. Specify the default model, for example, `llama3.2`. -7. Provide a random string for the API key, it won't be used for the requests. +7. Provide any random string for the API key (it will not be used for requests). 8. **Save**. :::{image} /solutions/images/elasticsearch-openai-compatible-connector.png :alt: Configuring an LLM connector in Playground @@ -117,8 +118,8 @@ Create a connector that uses the public URL you created. ::: 9. Click **Add data sources** and connect your index. -You have access to Playground using the LLM you are running locally. +You can now use Playground with the LLM running locally. ## Further reading -* [Unsing Ollama with the {{infer}} API](https://www.elastic.co/search-labs/blog/ollama-with-inference-api#expose-endpoint-to-the-internet-using-ngrok): a more comprehensive, end-to-end tutorial of using Ollama with {{es}}. +* [Unsing Ollama with the {{infer}} API](https://www.elastic.co/search-labs/blog/ollama-with-inference-api#expose-endpoint-to-the-internet-using-ngrok): A more comprehensive, end-to-end guide to using Ollama with {{es}}. From b48d8339573d1c49e8e09302fe8af3e2e2385d03 Mon Sep 17 00:00:00 2001 From: =?UTF-8?q?Istv=C3=A1n=20Zolt=C3=A1n=20Szab=C3=B3?= Date: Wed, 26 Mar 2025 16:25:11 +0100 Subject: [PATCH 07/15] Fixes typo. --- .../search/semantic-search/using-openai-compatible-models.md | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/solutions/search/semantic-search/using-openai-compatible-models.md b/solutions/search/semantic-search/using-openai-compatible-models.md index 9f64bcb66..8042eddac 100644 --- a/solutions/search/semantic-search/using-openai-compatible-models.md +++ b/solutions/search/semantic-search/using-openai-compatible-models.md @@ -7,7 +7,7 @@ navigation_title: Using OpenAI compatible models # Using OpenAI compatible models with the {{infer-cap}} API -{{es}} enables you to use LLMs throught the {{infer}} API, supporting providers such as Amazon Bedrock, Cohere, Google AI, HuggingFace, OpenAI, and more, as a service. +{{es}} enables you to use LLMs through the {{infer}} API, supporting providers such as Amazon Bedrock, Cohere, Google AI, HuggingFace, OpenAI, and more, as a service. It also allows you to use models deployed in your local environment that are compatible with OpenAI. This page walks you through the process of connecting local models to {{es}} using Ollama. 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zEo@G1G)rw;*B%UIBw3{1NJ+#0XHB=K`2AnlvcbM_M)hLoLb(Vvi}WYiUsF%0GkkFc zJt{%aj8^V;eDYW0g0;&)}dHm(j?1AvV zXU-sg|EwmKARlH8!N0pP^mn%Vzix`c|NHM*o_!&?{?F>~|G(GwPW_^7ce@J0;5nbc O{v http://localhost:11434 + Forwarding https://your-ngrok-endpoint.ngrok-free.app -> http://localhost:11434 Connections ttl opn rt1 rt5 p50 p90 @@ -108,7 +108,7 @@ Now, create a connector using the public URL from ngrok. 2. Select **OpenAI** on the fly-out. 3. Provide a name for the connector. 4. Under **Connector settings**, select **Other (OpenAI Compatible Service)** as the OpenAI provider. -5. Paste the ngrok-generated URL into the **URL** field. +5. Paste the ngrok-generated URL into the **URL** field and add the `v1/chat/completions` endpoint. For example: https://your-ngrok-endpoint.ngrok-free.app/v1/chat/completions 6. Specify the default model, for example, `llama3.2`. 7. Provide any random string for the API key (it will not be used for requests). 8. **Save**. @@ -120,6 +120,66 @@ Now, create a connector using the public URL from ngrok. You can now use Playground with the LLM running locally. +## Using the local LLM with the {{infer}} API + +You can use your locally installed LLM with the {{infer}} API. + +Create the {{infer}} endpoint for a `chat_completion` task type with the `openai` service with the following request: + +```console +PUT _inference/chat_completion/llama-completion +{ + "service": "openai", + "service_settings": { + "api_key": "ignored", <1> + "model_id": "llama3.2", <2> + "url": "https://your-ngrok-endpoint.ngrok-free.app/v1/chat/completions" <3> + } +} +``` + +1. The `api_key` parameter is required for the `openai` service and must be set, but the specific value is not important for the local AI service. +2. The model name. +3. The ngrok-generated URL with the chat completion endpoint (`v1/chat/completions`). + +Verify if the {{infer}} endpoint working correctly: + +```console +POST _inference/chat_completion/llama-completion/_stream +{ + "model": "llama3.2", + "messages": [ + { + "role": "user", + "content": "What is the capital of France?" + } + ], + "temperature": 0.7, + "max_completion_tokens": 300 +} +``` + +The request results in a response similar to this: + +```console-result +event: message +data: { + "id" : "chatcmpl-416", + "choices" : [ + { + "delta" : { + "content" : "The", + "role" : "assistant" + }, + "index" : 0 + } + ], + "model" : "llama3.2", + "object" : "chat.completion.chunk" +} +(...) +``` + ## Further reading * [Unsing Ollama with the {{infer}} API](https://www.elastic.co/search-labs/blog/ollama-with-inference-api#expose-endpoint-to-the-internet-using-ngrok): A more comprehensive, end-to-end guide to using Ollama with {{es}}. From 999a2f33fa1dbbeac5499e1754c728e5640af852 Mon Sep 17 00:00:00 2001 From: =?UTF-8?q?Istv=C3=A1n=20Zolt=C3=A1n=20Szab=C3=B3?= Date: Wed, 9 Apr 2025 14:48:38 +0200 Subject: [PATCH 09/15] Apply suggestions from code review Co-authored-by: David Kyle --- .../search/semantic-search/using-openai-compatible-models.md | 4 ++-- 1 file changed, 2 insertions(+), 2 deletions(-) diff --git a/solutions/search/semantic-search/using-openai-compatible-models.md b/solutions/search/semantic-search/using-openai-compatible-models.md index c84893f6d..421147a15 100644 --- a/solutions/search/semantic-search/using-openai-compatible-models.md +++ b/solutions/search/semantic-search/using-openai-compatible-models.md @@ -8,14 +8,14 @@ navigation_title: Using OpenAI compatible models # Using OpenAI compatible models with the {{infer-cap}} API {{es}} enables you to use LLMs through the {{infer}} API, supporting providers such as Amazon Bedrock, Cohere, Google AI, HuggingFace, OpenAI, and more, as a service. -It also allows you to use models deployed in your local environment that are compatible with OpenAI. +It also allows you to use models deployed in your local environment that have an OpenAI compatible API. This page walks you through the process of connecting local models to {{es}} using Ollama. [Ollama](https://ollama.com/) enables you to download and run LLM models on your own infrastructure. For a list of available models compatible with Ollama, refer to this [page](https://ollama.com/library). -Using Llama models ensures that your interactions remain private, as the models run on your infrastructure. +Using Ollama ensures that your interactions remain private, as the models run on your infrastructure. ## Overview From dd1389ea76877039fa85bb137bb751e2b2c1f2a2 Mon Sep 17 00:00:00 2001 From: =?UTF-8?q?Istv=C3=A1n=20Zolt=C3=A1n=20Szab=C3=B3?= Date: Thu, 10 Apr 2025 17:56:06 +0200 Subject: [PATCH 10/15] Apply suggestions from code review Co-authored-by: Liam Thompson <32779855+leemthompo@users.noreply.github.com> --- .../search/semantic-search/using-openai-compatible-models.md | 4 ++-- 1 file changed, 2 insertions(+), 2 deletions(-) diff --git a/solutions/search/semantic-search/using-openai-compatible-models.md b/solutions/search/semantic-search/using-openai-compatible-models.md index 421147a15..50b0740dc 100644 --- a/solutions/search/semantic-search/using-openai-compatible-models.md +++ b/solutions/search/semantic-search/using-openai-compatible-models.md @@ -10,7 +10,7 @@ navigation_title: Using OpenAI compatible models {{es}} enables you to use LLMs through the {{infer}} API, supporting providers such as Amazon Bedrock, Cohere, Google AI, HuggingFace, OpenAI, and more, as a service. It also allows you to use models deployed in your local environment that have an OpenAI compatible API. -This page walks you through the process of connecting local models to {{es}} using Ollama. +This page shows you how to connect local models to {{es}} using Ollama. [Ollama](https://ollama.com/) enables you to download and run LLM models on your own infrastructure. For a list of available models compatible with Ollama, refer to this [page](https://ollama.com/library). @@ -182,4 +182,4 @@ data: { ## Further reading -* [Unsing Ollama with the {{infer}} API](https://www.elastic.co/search-labs/blog/ollama-with-inference-api#expose-endpoint-to-the-internet-using-ngrok): A more comprehensive, end-to-end guide to using Ollama with {{es}}. +* [Using Ollama with the {{infer}} API](https://www.elastic.co/search-labs/blog/ollama-with-inference-api#expose-endpoint-to-the-internet-using-ngrok): A more comprehensive, end-to-end guide to using Ollama with {{es}}. From 719daef110ce5d59dda83ede80a53dab4555f37c Mon Sep 17 00:00:00 2001 From: =?UTF-8?q?Istv=C3=A1n=20Zolt=C3=A1n=20Szab=C3=B3?= Date: Mon, 14 Apr 2025 11:32:11 +0200 Subject: [PATCH 11/15] Addresses feedback. --- .../connect-local-llm-to-playground.md | 17 ++++ .../_snippets/use-local-llm-inference-api.md | 57 +++++++++++++ .../using-openai-compatible-models.md | 82 ++----------------- 3 files changed, 82 insertions(+), 74 deletions(-) create mode 100644 solutions/_snippets/connect-local-llm-to-playground.md create mode 100644 solutions/_snippets/use-local-llm-inference-api.md diff --git a/solutions/_snippets/connect-local-llm-to-playground.md b/solutions/_snippets/connect-local-llm-to-playground.md new file mode 100644 index 000000000..26fb0c694 --- /dev/null +++ b/solutions/_snippets/connect-local-llm-to-playground.md @@ -0,0 +1,17 @@ +Create a connector using the public URL from ngrok. + +1. In Kibana, go to **Search > Playground**, and click **Connect to an LLM**. +2. Select **OpenAI** on the fly-out. +3. Provide a name for the connector. +4. Under **Connector settings**, select **Other (OpenAI Compatible Service)** as the OpenAI provider. +5. Paste the ngrok-generated URL into the **URL** field and add the `v1/chat/completions` endpoint. For example: https://your-ngrok-endpoint.ngrok-free.app/v1/chat/completions +6. Specify the default model, for example, `llama3.2`. +7. Provide any random string for the API key (it will not be used for requests). +8. **Save**. + :::{image} /solutions/images/elasticsearch-openai-compatible-connector.png + :alt: Configuring an LLM connector in Playground + :screenshot: + ::: +9. Click **Add data sources** and connect your index. + +You can now use Playground with the LLM running locally. diff --git a/solutions/_snippets/use-local-llm-inference-api.md b/solutions/_snippets/use-local-llm-inference-api.md new file mode 100644 index 000000000..c80b5ba52 --- /dev/null +++ b/solutions/_snippets/use-local-llm-inference-api.md @@ -0,0 +1,57 @@ +You can use your locally installed LLM with the {{infer}} API. + +Create the {{infer}} endpoint for a `chat_completion` task type with the `openai` service with the following request: + +```console +PUT _inference/chat_completion/llama-completion +{ + "service": "openai", + "service_settings": { + "api_key": "ignored", <1> + "model_id": "llama3.2", <2> + "url": "https://your-ngrok-endpoint.ngrok-free.app/v1/chat/completions" <3> + } +} +``` + +1. The `api_key` parameter is required for the `openai` service and must be set, but the specific value is not important for the local AI service. +2. The model name. +3. The ngrok-generated URL with the chat completion endpoint (`v1/chat/completions`). + +Verify if the {{infer}} endpoint working correctly: + +```console +POST _inference/chat_completion/llama-completion/_stream +{ + "model": "llama3.2", + "messages": [ + { + "role": "user", + "content": "What is the capital of France?" + } + ], + "temperature": 0.7, + "max_completion_tokens": 300 +} +``` + +The request results in a response similar to this: + +```console-result +event: message +data: { + "id" : "chatcmpl-416", + "choices" : [ + { + "delta" : { + "content" : "The", + "role" : "assistant" + }, + "index" : 0 + } + ], + "model" : "llama3.2", + "object" : "chat.completion.chunk" +} +(...) +``` diff --git a/solutions/search/semantic-search/using-openai-compatible-models.md b/solutions/search/semantic-search/using-openai-compatible-models.md index 50b0740dc..331f486f4 100644 --- a/solutions/search/semantic-search/using-openai-compatible-models.md +++ b/solutions/search/semantic-search/using-openai-compatible-models.md @@ -70,6 +70,10 @@ To test it, make a request to the API using the following command: Since the created endpoint only works locally, it cannot be accessed from external services (for example, your Elastic Cloud instance). [ngrok](https://ngrok.com/) enables you to expose a local port with a public URL. +::::{warning} +Exposing a local endpoint to the internet can introduce security risks. Anyone with the public URL may be able to send requests to your service. Avoid exposing sensitive data or functionality, and consider using authentication or access restrictions to limit who can interact with the endpoint. +:::: + 1. Create an ngrok account and follow the [official setup guide](https://dashboard.ngrok.com/get-started/setup). 2. After installing and configuring the ngrok agent, expose the Ollama port by running: ```shell @@ -102,83 +106,13 @@ Since the created endpoint only works locally, it cannot be accessed from extern ## Connecting the local LLM to Playground -Now, create a connector using the public URL from ngrok. - -1. In Kibana, go to **Search > Playground**, and click **Connect to an LLM**. -2. Select **OpenAI** on the fly-out. -3. Provide a name for the connector. -4. Under **Connector settings**, select **Other (OpenAI Compatible Service)** as the OpenAI provider. -5. Paste the ngrok-generated URL into the **URL** field and add the `v1/chat/completions` endpoint. For example: https://your-ngrok-endpoint.ngrok-free.app/v1/chat/completions -6. Specify the default model, for example, `llama3.2`. -7. Provide any random string for the API key (it will not be used for requests). -8. **Save**. - :::{image} /solutions/images/elasticsearch-openai-compatible-connector.png - :alt: Configuring an LLM connector in Playground - :screenshot: - ::: -9. Click **Add data sources** and connect your index. - -You can now use Playground with the LLM running locally. +:::{include} ../../_snippets/conncet-local-llm-to-playgound.md +::: ## Using the local LLM with the {{infer}} API -You can use your locally installed LLM with the {{infer}} API. - -Create the {{infer}} endpoint for a `chat_completion` task type with the `openai` service with the following request: - -```console -PUT _inference/chat_completion/llama-completion -{ - "service": "openai", - "service_settings": { - "api_key": "ignored", <1> - "model_id": "llama3.2", <2> - "url": "https://your-ngrok-endpoint.ngrok-free.app/v1/chat/completions" <3> - } -} -``` - -1. The `api_key` parameter is required for the `openai` service and must be set, but the specific value is not important for the local AI service. -2. The model name. -3. The ngrok-generated URL with the chat completion endpoint (`v1/chat/completions`). - -Verify if the {{infer}} endpoint working correctly: - -```console -POST _inference/chat_completion/llama-completion/_stream -{ - "model": "llama3.2", - "messages": [ - { - "role": "user", - "content": "What is the capital of France?" - } - ], - "temperature": 0.7, - "max_completion_tokens": 300 -} -``` - -The request results in a response similar to this: - -```console-result -event: message -data: { - "id" : "chatcmpl-416", - "choices" : [ - { - "delta" : { - "content" : "The", - "role" : "assistant" - }, - "index" : 0 - } - ], - "model" : "llama3.2", - "object" : "chat.completion.chunk" -} -(...) -``` +:::{include} ../../_snippets/use-local-llm-inference-api.md +::: ## Further reading From 14a6291466865478645e4673b31490cda32f1227 Mon Sep 17 00:00:00 2001 From: =?UTF-8?q?Istv=C3=A1n=20Zolt=C3=A1n=20Szab=C3=B3?= Date: Mon, 14 Apr 2025 11:36:01 +0200 Subject: [PATCH 12/15] Fixes typo. --- .../search/semantic-search/using-openai-compatible-models.md | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/solutions/search/semantic-search/using-openai-compatible-models.md b/solutions/search/semantic-search/using-openai-compatible-models.md index 331f486f4..6bed0ec5f 100644 --- a/solutions/search/semantic-search/using-openai-compatible-models.md +++ b/solutions/search/semantic-search/using-openai-compatible-models.md @@ -106,7 +106,7 @@ Exposing a local endpoint to the internet can introduce security risks. Anyone w ## Connecting the local LLM to Playground -:::{include} ../../_snippets/conncet-local-llm-to-playgound.md +:::{include} ../../_snippets/connect-local-llm-to-playgound.md ::: ## Using the local LLM with the {{infer}} API From 67b419ad0469ebca389b3b0d3309e92a55885e0d Mon Sep 17 00:00:00 2001 From: =?UTF-8?q?Istv=C3=A1n=20Zolt=C3=A1n=20Szab=C3=B3?= Date: Mon, 14 Apr 2025 11:43:17 +0200 Subject: [PATCH 13/15] Repositions page. --- .../{semantic-search => }/using-openai-compatible-models.md | 0 solutions/toc.yml | 2 +- 2 files changed, 1 insertion(+), 1 deletion(-) rename solutions/search/{semantic-search => }/using-openai-compatible-models.md (100%) diff --git a/solutions/search/semantic-search/using-openai-compatible-models.md b/solutions/search/using-openai-compatible-models.md similarity index 100% rename from solutions/search/semantic-search/using-openai-compatible-models.md rename to solutions/search/using-openai-compatible-models.md diff --git a/solutions/toc.yml b/solutions/toc.yml index bd396ff32..921835b42 100644 --- a/solutions/toc.yml +++ b/solutions/toc.yml @@ -43,7 +43,7 @@ toc: - file: search/semantic-search/semantic-search-inference.md - file: search/semantic-search/semantic-search-elser-ingest-pipelines.md - file: search/semantic-search/cohere-es.md - - file: search/semantic-search/using-openai-compatible-models.md + - file: search/using-openai-compatible-models.md - file: search/rag.md children: - file: search/rag/playground.md From 2a6566a87565766fec3a269ee7ec0a89f7061e1b Mon Sep 17 00:00:00 2001 From: =?UTF-8?q?Istv=C3=A1n=20Zolt=C3=A1n=20Szab=C3=B3?= Date: Mon, 14 Apr 2025 11:48:55 +0200 Subject: [PATCH 14/15] Amends path to snippets. --- solutions/search/using-openai-compatible-models.md | 4 ++-- 1 file changed, 2 insertions(+), 2 deletions(-) diff --git a/solutions/search/using-openai-compatible-models.md b/solutions/search/using-openai-compatible-models.md index 6bed0ec5f..c35826dd8 100644 --- a/solutions/search/using-openai-compatible-models.md +++ b/solutions/search/using-openai-compatible-models.md @@ -106,12 +106,12 @@ Exposing a local endpoint to the internet can introduce security risks. Anyone w ## Connecting the local LLM to Playground -:::{include} ../../_snippets/connect-local-llm-to-playgound.md +:::{include} ../_snippets/connect-local-llm-to-playgound.md ::: ## Using the local LLM with the {{infer}} API -:::{include} ../../_snippets/use-local-llm-inference-api.md +:::{include} ../_snippets/use-local-llm-inference-api.md ::: ## Further reading From 64d67696a49398103651f55b25c69c901ceeea21 Mon Sep 17 00:00:00 2001 From: =?UTF-8?q?Istv=C3=A1n=20Zolt=C3=A1n=20Szab=C3=B3?= Date: Mon, 14 Apr 2025 12:59:46 +0200 Subject: [PATCH 15/15] Fixes one more typo. --- solutions/search/using-openai-compatible-models.md | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/solutions/search/using-openai-compatible-models.md b/solutions/search/using-openai-compatible-models.md index c35826dd8..c1fc23669 100644 --- a/solutions/search/using-openai-compatible-models.md +++ b/solutions/search/using-openai-compatible-models.md @@ -106,7 +106,7 @@ Exposing a local endpoint to the internet can introduce security risks. Anyone w ## Connecting the local LLM to Playground -:::{include} ../_snippets/connect-local-llm-to-playgound.md +:::{include} ../_snippets/connect-local-llm-to-playground.md ::: ## Using the local LLM with the {{infer}} API