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Merge pull request #265 from stackql/feature/provider
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added anthropic
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@jeffreyaven
jeffreyaven authored Oct 22, 2024
2 parents fdc5588 + e2d55e9 commit 47b8523
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19 changes: 19 additions & 0 deletions providers/src/anthropic/v00.00.00000/provider.yaml
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id: anthropic
name: anthropic
version: v00.00.00000
providerServices:
messages:
id: 'messages:v00.00.00000'
name: messages
preferred: true
service:
$ref: anthropic/v00.00.00000/services/messages.yaml
title: Anthropic API - Messages
version: v00.00.00000
description: 'Given A List Of Messages Comprising A Conversation, The Model Will Return A Response.'
config:
auth:
type: custom
location: header
name: x-api-key
credentialsenvvar: "ANTHROPIC_API_KEY"
295 changes: 295 additions & 0 deletions providers/src/anthropic/v00.00.00000/services/messages.yaml
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openapi: 3.0.3
info:
title: Anthropic Messages API
description: API for creating messages with Anthropic models for single queries or multi-turn conversations.
version: 1.0.0
servers:
- url: https://api.anthropic.com/v1
description: Anthropic API server
paths:
/messages:
post:
summary: Create a Message
description: Send a structured list of input messages with text and/or image content, and the model will generate the next message in the conversation.
operationId: createMessage
tags:
- Messages
requestBody:
required: true
content:
application/json:
schema:
type: object
required:
- model
- messages
- max_tokens
properties:
model:
type: string
description: The model that will complete your prompt.
messages:
type: array
description: Input messages specifying prior conversational turns.
items:
type: object
required:
- role
- content
properties:
role:
type: string
enum: [user, assistant]
description: The role of the message sender.
content:
oneOf:
- type: string
description: A single string content block.
- type: array
items:
type: object
required:
- type
properties:
type:
type: string
enum: [text, image]
description: The type of content block.
text:
type: string
description: Text content for the message.
source:
type: object
required:
- type
- media_type
- data
properties:
type:
type: string
enum: [base64]
description: The type of source for the image.
media_type:
type: string
enum: [image/jpeg, image/png, image/gif, image/webp]
description: The media type of the image.
data:
type: string
format: byte
description: Base64-encoded image data.
max_tokens:
type: integer
description: The maximum number of tokens to generate before stopping.
metadata:
type: object
description: Metadata about the request.
stop_sequences:
type: array
items:
type: string
description: Custom sequences that will cause the model to stop generating.
stream:
type: boolean
description: Whether to incrementally stream the response using server-sent events.
system:
type: string
description: A system prompt providing context and instructions to Claude.
temperature:
type: number
format: float
minimum: 0.0
maximum: 1.0
default: 1.0
description: The amount of randomness injected into the response.
tool_choice:
type: object
properties:
choice:
type: string
enum: [auto, any, specific_tool]
description: Specifies how the model should choose a tool.
tools:
type: array
items:
type: object
required:
- name
- input_schema
properties:
name:
type: string
description: The name of the tool.
description:
type: string
description: A description of the tool.
input_schema:
type: object
description: JSON schema for the tool input shape.
top_k:
type: integer
description: Only sample from the top K options for each subsequent token.
top_p:
type: number
format: float
description: Use nucleus sampling for token generation.
parameters:
- name: anthropic-beta
in: header
required: false
schema:
type: string
description: Optional header to specify beta version(s) you want to use. Use a comma-separated list for multiple versions.
- name: anthropic-version
in: header
required: true
schema:
type: string
description: The version of the Anthropic API you want to use.
# - name: x-api-key
# in: header
# required: true
# schema:
# type: string
# description: Your unique API key for authentication.
responses:
'200':
description: A successful response from the API
content:
application/json:
schema:
type: object
required:
- id
- type
- role
- content
- model
- stop_reason
- usage
properties:
id:
type: string
description: Unique object identifier.
type:
type: string
enum: [message]
default: message
description: Object type, which is always "message" for Messages API.
role:
type: string
enum: [assistant]
default: assistant
description: The conversational role of the generated message.
content:
type: array
description: The generated content blocks by the model.
items:
type: object
required:
- type
properties:
type:
type: string
enum: [text, tool_use, tool_result]
description: The type of content block.
text:
type: string
description: Text content (if type is "text").
tool_use_id:
type: string
description: The ID of the tool use (if type is "tool_result").
input:
type: object
description: Tool input (if type is "tool_use").
model:
type: string
description: The model that handled the request.
stop_reason:
type: string
enum: [end_turn, max_tokens, stop_sequence, tool_use]
nullable: true
description: The reason the model stopped generating.
stop_sequence:
type: string
nullable: true
description: The stop sequence that caused the model to stop, if applicable.
usage:
type: object
description: Information about token usage and rate limits.
properties:
input_tokens:
type: integer
description: Number of tokens in the input.
output_tokens:
type: integer
description: Number of tokens in the output.
total_tokens:
type: integer
description: Total number of tokens used.
'400':
description: Invalid request parameters.
'401':
description: Unauthorized. Invalid API key.
'500':
description: Internal server error.
components:
x-stackQL-resources:
message:
id: anthropic.messages.message
name: message
title: Message
resTokens: []
methods:
create_message:
operation:
$ref: '#/paths/~1messages/post'
operationId: createMessage
response:
mediaType: application/json
openAPIDocKey: '200'
sqlVerbs:
select:
- $ref: '#/components/x-stackQL-resources/message/methods/create_message'
insert: []
update: []
replace: []
delete: []
claude_35_chat:
name: claude_35_chat
id: anthropic.messages.claude_35_chat
config:
views:
select:
predicate: sqlDialect == "sqlite3"
ddl: |-
SELECT
model as model,
role as role,
stop_reason as stop_reason,
stop_sequence as stop_sequence,
JSON_EXTRACT(usage, '$.input_tokens') as input_tokens,
JSON_EXTRACT(usage, '$.output_tokens') as output_tokens,
JSON_EXTRACT(json_each.value, '$.text') as content
FROM
anthropic.messages.message, JSON_EACH(content)
WHERE "anthropic-version" = '2023-06-01'
AND data__model = 'claude-3-5-sonnet-20240620'
AND data__max_tokens = 1024
AND data__messages = '[{"role": "user", "content": "one sentence summary of stackql"}]'
fallback:
predicate: sqlDialect == "postgres"
ddl: |-
SELECT
model as model,
role as role,
stop_reason as stop_reason,
stop_sequence as stop_sequence,
json_extract_path_text(usage, 'input_tokens') as input_tokens,
json_extract_path_text(usage, 'output_tokens') as output_tokens,
json_extract_path_text(json_each.value, 'text') as content
FROM
anthropic.messages.message, json_array_elements_text(content)
WHERE "anthropic-version" = '2023-06-01'
AND data__model = 'claude-3-5-sonnet-20240620'
AND data__max_tokens = 1024
AND data__messages = '[{"role": "user", "content": "one sentence summary of stackql"}]'

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