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feat: embedding router

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Ran
2026-01-26 05:10:53 +07:00
parent c332ce7749
commit 3ff0e2c4dd
22 changed files with 2572 additions and 392 deletions
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docs/swagger.json
+269 -43
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@@ -50,6 +50,52 @@
}
}
},
"/embeddings": {
"post": {
"description": "Create text or multimodal embeddings",
"tags": [
"embeddings"
],
"summary": "Create embeddings",
"parameters": [
{
"description": "Embeddings request",
"name": "payload",
"in": "body",
"required": true,
"schema": {
"$ref": "#/definitions/handlers.EmbeddingsRequest"
}
}
],
"responses": {
"200": {
"description": "OK",
"schema": {
"$ref": "#/definitions/handlers.EmbeddingsResponse"
}
},
"400": {
"description": "Bad Request",
"schema": {
"$ref": "#/definitions/handlers.ErrorResponse"
}
},
"500": {
"description": "Internal Server Error",
"schema": {
"$ref": "#/definitions/handlers.ErrorResponse"
}
},
"501": {
"description": "Not Implemented",
"schema": {
"$ref": "#/definitions/handlers.EmbeddingsResponse"
}
}
}
}
},
"/fs/apply_patch": {
"post": {
"description": "Apply a unified diff patch to a file under the user data mount",
@@ -353,6 +399,46 @@
}
}
},
"/memory/embed": {
"post": {
"description": "Embed text or multimodal input and upsert into memory store",
"tags": [
"memory"
],
"summary": "Embed and upsert memory",
"parameters": [
{
"description": "Embed upsert request",
"name": "payload",
"in": "body",
"required": true,
"schema": {
"$ref": "#/definitions/memory.EmbedUpsertRequest"
}
}
],
"responses": {
"200": {
"description": "OK",
"schema": {
"$ref": "#/definitions/memory.EmbedUpsertResponse"
}
},
"400": {
"description": "Bad Request",
"schema": {
"$ref": "#/definitions/handlers.ErrorResponse"
}
},
"500": {
"description": "Internal Server Error",
"schema": {
"$ref": "#/definitions/handlers.ErrorResponse"
}
}
}
}
},
"/memory/memories": {
"get": {
"description": "List memories for a user via memory",
@@ -1033,6 +1119,83 @@
}
}
},
"handlers.EmbeddingsInput": {
"type": "object",
"properties": {
"image_url": {
"type": "string"
},
"text": {
"type": "string"
},
"video_url": {
"type": "string"
}
}
},
"handlers.EmbeddingsRequest": {
"type": "object",
"properties": {
"dimensions": {
"type": "integer"
},
"input": {
"$ref": "#/definitions/handlers.EmbeddingsInput"
},
"model": {
"type": "string"
},
"provider": {
"type": "string"
},
"type": {
"type": "string"
}
}
},
"handlers.EmbeddingsResponse": {
"type": "object",
"properties": {
"dimensions": {
"type": "integer"
},
"embedding": {
"type": "array",
"items": {
"type": "number"
}
},
"message": {
"type": "string"
},
"model": {
"type": "string"
},
"provider": {
"type": "string"
},
"type": {
"type": "string"
},
"usage": {
"$ref": "#/definitions/handlers.EmbeddingsUsage"
}
}
},
"handlers.EmbeddingsUsage": {
"type": "object",
"properties": {
"image_tokens": {
"type": "integer"
},
"input_tokens": {
"type": "integer"
},
"video_tokens": {
"type": "integer"
}
}
},
"handlers.ErrorResponse": {
"type": "object",
"properties": {
@@ -1205,6 +1368,74 @@
}
}
},
"memory.EmbedInput": {
"type": "object",
"properties": {
"image_url": {
"type": "string"
},
"text": {
"type": "string"
},
"video_url": {
"type": "string"
}
}
},
"memory.EmbedUpsertRequest": {
"type": "object",
"properties": {
"agent_id": {
"type": "string"
},
"filters": {
"type": "object",
"additionalProperties": true
},
"input": {
"$ref": "#/definitions/memory.EmbedInput"
},
"metadata": {
"type": "object",
"additionalProperties": true
},
"model": {
"type": "string"
},
"provider": {
"type": "string"
},
"run_id": {
"type": "string"
},
"source": {
"type": "string"
},
"type": {
"type": "string"
},
"user_id": {
"type": "string"
}
}
},
"memory.EmbedUpsertResponse": {
"type": "object",
"properties": {
"dimensions": {
"type": "integer"
},
"item": {
"$ref": "#/definitions/memory.MemoryItem"
},
"model": {
"type": "string"
},
"provider": {
"type": "string"
}
}
},
"memory.MemoryItem": {
"type": "object",
"properties": {
@@ -1271,6 +1502,12 @@
"run_id": {
"type": "string"
},
"sources": {
"type": "array",
"items": {
"type": "string"
}
},
"user_id": {
"type": "string"
}
@@ -1305,18 +1542,15 @@
"models.AddRequest": {
"type": "object",
"properties": {
"api_key": {
"type": "string"
},
"base_url": {
"type": "string"
},
"client_type": {
"$ref": "#/definitions/models.ClientType"
},
"dimensions": {
"type": "integer"
},
"is_multimodal": {
"type": "boolean"
},
"llm_provider_id": {
"type": "string"
},
"model_id": {
"type": "string"
},
@@ -1324,7 +1558,7 @@
"type": "string"
},
"type": {
"type": "string"
"$ref": "#/definitions/models.ModelType"
}
}
},
@@ -1339,19 +1573,6 @@
}
}
},
"models.ClientType": {
"type": "string",
"enum": [
"openai",
"anthropic",
"google"
],
"x-enum-varnames": [
"ClientTypeOpenAI",
"ClientTypeAnthropic",
"ClientTypeGoogle"
]
},
"models.CountResponse": {
"type": "object",
"properties": {
@@ -1363,18 +1584,15 @@
"models.GetResponse": {
"type": "object",
"properties": {
"api_key": {
"type": "string"
},
"base_url": {
"type": "string"
},
"client_type": {
"$ref": "#/definitions/models.ClientType"
},
"dimensions": {
"type": "integer"
},
"is_multimodal": {
"type": "boolean"
},
"llm_provider_id": {
"type": "string"
},
"model_id": {
"type": "string"
},
@@ -1382,25 +1600,33 @@
"type": "string"
},
"type": {
"type": "string"
"$ref": "#/definitions/models.ModelType"
}
}
},
"models.ModelType": {
"type": "string",
"enum": [
"chat",
"embedding"
],
"x-enum-varnames": [
"ModelTypeChat",
"ModelTypeEmbedding"
]
},
"models.UpdateRequest": {
"type": "object",
"properties": {
"api_key": {
"type": "string"
},
"base_url": {
"type": "string"
},
"client_type": {
"$ref": "#/definitions/models.ClientType"
},
"dimensions": {
"type": "integer"
},
"is_multimodal": {
"type": "boolean"
},
"llm_provider_id": {
"type": "string"
},
"model_id": {
"type": "string"
},
@@ -1408,7 +1634,7 @@
"type": "string"
},
"type": {
"type": "string"
"$ref": "#/definitions/models.ModelType"
}
}
}