Skip to content
New issue

Have a question about this project? Sign up for a free GitHub account to open an issue and contact its maintainers and the community.

Sign up for GitHub

By clicking “Sign up for GitHub”, you agree to our terms of service and privacy statement. We’ll occasionally send you account related emails.

Already on GitHub? Sign in to your account

Feat: Custom model support for AI proxy and AI proxy advanced #7973

Open
wants to merge 3 commits into
base: main
Choose a base branch
from
Open

Feat: Custom model support for AI proxy and AI proxy advanced #7973

Show file tree
Hide file tree
Changes from all commits
Commits
Show all changes
3 commits
Select commit Hold shift + click to select a range
54dbf46
custom model dosc
Guaris Sep 26, 2024
08f478b
Apply suggestions from code review
Guaris Dec 10, 2024
cc08269
Apply suggestions from code review
Guaris Dec 18, 2024
File filter

Filter by extension

Filter by extension
Conversations
Failed to load comments.
Loading
Jump to
Jump to file
Failed to load files.
Loading
Diff view
Diff view
1 change: 1 addition & 0 deletions ...kong-inc/ai-proxy-advanced/how-to/llm-provider-integration-guides/_anthropic.md
View file
Open in desktop
Original file line number Diff line number Diff line change
Expand Up @@ -66,3 +66,4 @@ curl -X POST http://localhost:8000/anthropic-chat \
-H 'Content-Type: application/json' \
--data-raw '{ "messages": [ { "role": "system", "content": "You are a mathematician" }, { "role": "user", "content": "What is 1+1?"} ] }'
```
{% include_cached /md/plugins-hub/ai-custom-model-advanced.md %}
2 changes: 2 additions & 0 deletions ...hub/kong-inc/ai-proxy-advanced/how-to/llm-provider-integration-guides/_azure.md
View file
Open in desktop
Original file line number Diff line number Diff line change
Expand Up @@ -77,3 +77,5 @@ curl -X POST http://localhost:8000/azure-chat \
-H 'Content-Type: application/json' \
--data-raw '{ "messages": [ { "role": "system", "content": "You are a mathematician" }, { "role": "user", "content": "What is 1+1?"} ] }'
```

{% include_cached /md/plugins-hub/ai-custom-model-advanced.md %}
2 changes: 2 additions & 0 deletions ...ub/kong-inc/ai-proxy-advanced/how-to/llm-provider-integration-guides/_cohere.md
View file
Open in desktop
Original file line number Diff line number Diff line change
Expand Up @@ -64,3 +64,5 @@ curl -X POST http://localhost:8000/cohere-chat \
-H 'Content-Type: application/json' \
--data-raw '{ "messages": [ { "role": "system", "content": "You are a mathematician" }, { "role": "user", "content": "What is 1+1?"} ] }'
```

{% include_cached /md/plugins-hub/ai-custom-model-advanced.md %}
1 change: 1 addition & 0 deletions ...ub/kong-inc/ai-proxy-advanced/how-to/llm-provider-integration-guides/_llama2.md
View file
Open in desktop
Original file line number Diff line number Diff line change
Expand Up @@ -112,3 +112,4 @@ curl -X POST http://localhost:8000/llama2-chat \
-H 'Content-Type: application/json' \
--data-raw '{ "messages": [ { "role": "system", "content": "You are a mathematician" }, { "role": "user", "content": "What is 1+1?"} ] }'
```
{% include_cached /md/plugins-hub/ai-custom-model-advanced.md %}
1 change: 1 addition & 0 deletions ...b/kong-inc/ai-proxy-advanced/how-to/llm-provider-integration-guides/_mistral.md
View file
Open in desktop
Original file line number Diff line number Diff line change
Expand Up @@ -103,3 +103,4 @@ curl -X POST http://localhost:8000/mistral-chat \
-H 'Content-Type: application/json' \
--data-raw '{ "messages": [ { "role": "system", "content": "You are a mathematician" }, { "role": "user", "content": "What is 1+1?"} ] }'
```
{% include_cached /md/plugins-hub/ai-custom-model-advanced.md %}
2 changes: 2 additions & 0 deletions ...ub/kong-inc/ai-proxy-advanced/how-to/llm-provider-integration-guides/_openai.md
View file
Open in desktop
Original file line number Diff line number Diff line change
Expand Up @@ -55,6 +55,7 @@ formats:
{% endplugin_example %}
<!--vale on-->


### Test the configuration

Make an `llm/v1/chat` type request to test your new endpoint:
Expand All @@ -64,3 +65,4 @@ curl -X POST http://localhost:8000/openai-chat \
-H 'Content-Type: application/json' \
--data-raw '{ "messages": [ { "role": "system", "content": "You are a mathematician" }, { "role": "user", "content": "What is 1+1?"} ] }'
```
{% include_cached /md/plugins-hub/ai-custom-model-advanced.md %}
1 change: 1 addition & 0 deletions app/_hub/kong-inc/ai-proxy/how-to/llm-provider-integration-guides/_anthropic.md
View file
Open in desktop
Original file line number Diff line number Diff line change
Expand Up @@ -82,3 +82,4 @@ curl -X POST http://localhost:8000/anthropic-chat \
-H 'Content-Type: application/json' \
--data-raw '{ "messages": [ { "role": "system", "content": "You are a mathematician" }, { "role": "user", "content": "What is 1+1?"} ] }'
```
{% include_cached /md/plugins-hub/ai-custom-model.md %}
1 change: 1 addition & 0 deletions app/_hub/kong-inc/ai-proxy/how-to/llm-provider-integration-guides/_azure.md
View file
Open in desktop
Original file line number Diff line number Diff line change
Expand Up @@ -89,3 +89,4 @@ curl -X POST http://localhost:8000/azure-chat \
-H 'Content-Type: application/json' \
--data-raw '{ "messages": [ { "role": "system", "content": "You are a mathematician" }, { "role": "user", "content": "What is 1+1?"} ] }'
```
{% include_cached /md/plugins-hub/ai-custom-model.md %}
2 changes: 2 additions & 0 deletions app/_hub/kong-inc/ai-proxy/how-to/llm-provider-integration-guides/_cohere.md
View file
Open in desktop
Original file line number Diff line number Diff line change
Expand Up @@ -76,3 +76,5 @@ curl -X POST http://localhost:8000/cohere-chat \
-H 'Content-Type: application/json' \
--data-raw '{ "messages": [ { "role": "system", "content": "You are a mathematician" }, { "role": "user", "content": "What is 1+1?"} ] }'
```

{% include_cached /md/plugins-hub/ai-custom-model.md %}
2 changes: 2 additions & 0 deletions app/_hub/kong-inc/ai-proxy/how-to/llm-provider-integration-guides/_llama2.md
View file
Open in desktop
Original file line number Diff line number Diff line change
Expand Up @@ -123,3 +123,5 @@ curl -X POST http://localhost:8000/llama2-chat \
-H 'Content-Type: application/json' \
--data-raw '{ "messages": [ { "role": "system", "content": "You are a mathematician" }, { "role": "user", "content": "What is 1+1?"} ] }'
```

{% include_cached /md/plugins-hub/ai-custom-model.md %}
1 change: 1 addition & 0 deletions app/_hub/kong-inc/ai-proxy/how-to/llm-provider-integration-guides/_mistral.md
View file
Open in desktop
Original file line number Diff line number Diff line change
Expand Up @@ -115,3 +115,4 @@ curl -X POST http://localhost:8000/mistral-chat \
-H 'Content-Type: application/json' \
--data-raw '{ "messages": [ { "role": "system", "content": "You are a mathematician" }, { "role": "user", "content": "What is 1+1?"} ] }'
```
{% include_cached /md/plugins-hub/ai-custom-model.md %}
1 change: 1 addition & 0 deletions app/_hub/kong-inc/ai-proxy/how-to/llm-provider-integration-guides/_openai.md
View file
Open in desktop
Original file line number Diff line number Diff line change
Expand Up @@ -76,3 +76,4 @@ curl -X POST http://localhost:8000/openai-chat \
-H 'Content-Type: application/json' \
--data-raw '{ "messages": [ { "role": "system", "content": "You are a mathematician" }, { "role": "user", "content": "What is 1+1?"} ] }'
```
{% include_cached /md/plugins-hub/ai-custom-model.md %}
32 changes: 32 additions & 0 deletions app/_includes/md/plugins-hub/ai-custom-model-advanced.md
View file
Open in desktop
Original file line number Diff line number Diff line change
@@ -0,0 +1,32 @@

For all providers, the Kong AI Proxy Advanced plugin attaches to **route** entities.

### Custom model

You can configure the AI Proxy Advanced Plugin using a custom model of your choice by setting the `name` and `upstream_url` when configuring the model.

<!--vale off-->
{% plugin_example %}
plugin: kong-inc/ai-proxy-advanced
name: ai-proxy-advanced
config:
targets:
- route_type: "llm/v1/chat"
auth:
header_name: "Authorization"
header_value: "Bearer <openai_key>"
model:
name: custom_model_name
provider: openai|azure|anthropic|cohere|mistral|llama2|gemini|bedrock|huggingface
options:
upstream_url: http://localhost:8000/vi/chat/completions
targets:
- route
formats:
- curl
- konnect
- yaml
- kubernetes
- terraform
{% endplugin_example %}
<!--vale on-->
31 changes: 31 additions & 0 deletions app/_includes/md/plugins-hub/ai-custom-model.md
View file
Open in desktop
Original file line number Diff line number Diff line change
@@ -0,0 +1,31 @@

For all providers, the Kong AI Proxy plugin attaches to **route** entities.

### Custom model

You can configure the AI Proxy Plugin using a custom model of your choice by setting the `name` and `upstream_url` when configuring the model.

<!--vale off-->
{% plugin_example %}
plugin: kong-inc/ai-proxy-advanced
name: ai-advanced
config:
route_type: "llm/v1/chat"
auth:
header_name: "Authorization"
header_value: "Bearer <openai_key>"
model:
name: custom_model_name
provider: openai|azure|anthropic|cohere|mistral|llama2|gemini|bedrock|huggingface
options:
upstream_url: http://localhost:8000/vi/chat/completions
targets:
- route
formats:
- curl
- konnect
- yaml
- kubernetes
- terraform
{% endplugin_example %}
<!--vale on-->
Loading