docimprint (Python)
Verifiable document memory for AI agents — evidence bundles, Merkle proofs, and signatures.
Install
pip install docimprint # REST client only
pip install "docimprint[crewai]" # + CrewAI tools & toolkit (Python 3.10–3.13)
Set DOCIMPRINT_API_KEY or pass api_key= to the client. Default API base URL is https://api.docimprint.com.
CrewAI quickstart
import os
from crewai import Agent, Crew, Task
from docimprint.crewai import DocImprintToolkit
toolkit = DocImprintToolkit(
api_key=os.environ["DOCIMPRINT_API_KEY"],
collection_id="col_your_collection", # optional; enables collection search/ask tools
)
researcher = Agent(role="Researcher", goal="Extract verifiable evidence", tools=toolkit.research_tools())
task = Task(description="Extract evidence from https://example.com/contract", agent=researcher)
Crew(agents=[researcher], tasks=[task]).kickoff()
DocImprintToolkit groups tools for research (ExtractEvidenceTool, SummarizeTool, QATool, CheckClaimsTool), legal (VerifyBundleTool, NotarizeTool), and collection search. Use toolkit.all_tools() for the full set.
REST client
from docimprint import DocImprintClient
with DocImprintClient(api_key="...") as client:
bundle = client.extract(url="https://example.com")
print(bundle["bundle_id"])
Docs
- Source & CrewAI integration:
python/in the DocImprint SDK repo - API reference: https://docimprint.com/docs
License
MIT — see LICENSE.
1 maintainer
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