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Author:
Syrin Labs
License:
MIT
Summary:
The AI Harness for Python Developers — wrap any LLM with budget control, persistent memory, sandboxed execution, multi-agent orchestration, and production observability.
Latest version:
0.12.0
Required dependencies:
chevron
|
croniter
|
httpx
|
jsonschema
|
opentelemetry-exporter-otlp-proto-common
|
opentelemetry-exporter-otlp-proto-grpc
|
opentelemetry-proto
|
pydantic
|
pygments
|
python-dotenv
|
requests
|
rich
|
tiktoken
Optional dependencies:
anthropic
|
asyncpg
|
cartesia
|
chonkie
|
chromadb
|
cryptography
|
deepgram-sdk
|
docling
|
elevenlabs
|
fastapi
|
flatbuffers
|
google-genai
|
litellm
|
mypy
|
numpy
|
openai
|
openpyxl
|
pandas
|
pgvector
|
pytest
|
pytest-asyncio
|
pytest-cov
|
python-docx
|
python-multipart
|
pyyaml
|
qdrant-client
|
redis
|
ruff
|
sqlite-vec
|
tabulate
|
uvicorn
|
weasyprint
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