Anthropic helper wrappers for Sigil Python SDK
Project description
Sigil Python Provider Helper: Anthropic
sigil-sdk-anthropic provides strict Anthropic Messages wrappers and mappers for Sigil.
Embeddings support
This helper currently supports Anthropic Messages APIs only. Native Anthropic embeddings endpoints are not available in the official SDK/API surface used in this repository.
Installation
pip install sigil-sdk sigil-sdk-anthropic anthropic
Wrapper Mode (Sync)
from anthropic.types.message_create_params import MessageCreateParams
from sigil_sdk import Client, ClientConfig
from sigil_sdk_anthropic import AnthropicOptions, messages
client = Client(ClientConfig())
request: MessageCreateParams = {
"model": "claude-sonnet-4-5",
"max_tokens": 256,
"messages": [{"role": "user", "content": "Hello"}],
}
def provider_call(req: MessageCreateParams):
return anthropic_client.messages.create(**req)
response = messages.create(
client,
request,
provider_call,
AnthropicOptions(conversation_id="conv-1", agent_name="assistant", agent_version="1.0.0"),
)
Wrapper Mode (Stream)
from sigil_sdk_anthropic import AnthropicStreamSummary, messages
summary = messages.stream(
client,
request,
lambda req: AnthropicStreamSummary(
output_text="streamed text",
events=[{"type": "content_block_delta", "delta": {"type": "text_delta", "text": "streamed text"}}],
),
)
Mapper Mode
generation = messages.from_request_response(request, response)
stream_generation = messages.from_stream(request, summary)
Raw Provider Artifacts (Opt-In)
options = AnthropicOptions(raw_artifacts=True)
Raw artifacts are default OFF and should only be enabled for diagnostics.
Provider metadata mapping
In addition to normalized usage fields, Anthropic server-tool counters are mapped into Sigil metadata when present:
sigil.gen_ai.usage.server_tool_use.web_search_requestssigil.gen_ai.usage.server_tool_use.web_fetch_requestssigil.gen_ai.usage.server_tool_use.total_requests
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