Metadata-Version: 2.4
Name: kavalai
Version: 1.0.1
Summary: Kaval.AI Enterprise Agent Management System
Author: Kaval.AI Team
Requires-Python: >=3.12
Description-Content-Type: text/markdown
License-File: LICENSE.txt
Requires-Dist: aiosqlite
Requires-Dist: environs
Requires-Dist: httpx
Requires-Dist: jinja2
Requires-Dist: json-schema-to-pydantic
Requires-Dist: loguru
Requires-Dist: numpy
Requires-Dist: partial-json-parser
Requires-Dist: pydantic
Requires-Dist: pyyaml
Requires-Dist: rich
Requires-Dist: sqlalchemy
Provides-Extra: openai
Requires-Dist: openai; extra == "openai"
Provides-Extra: gemini
Requires-Dist: google-genai; extra == "gemini"
Provides-Extra: ollama
Requires-Dist: ollama; extra == "ollama"
Provides-Extra: llm
Requires-Dist: openai; extra == "llm"
Requires-Dist: google-genai; extra == "llm"
Requires-Dist: ollama; extra == "llm"
Provides-Extra: rag
Requires-Dist: fastembed; extra == "rag"
Requires-Dist: scikit-learn; extra == "rag"
Provides-Extra: postgres
Requires-Dist: asyncpg; extra == "postgres"
Requires-Dist: psycopg2-binary; extra == "postgres"
Provides-Extra: mcp
Requires-Dist: mcp; extra == "mcp"
Provides-Extra: server
Requires-Dist: fastapi[standard]; extra == "server"
Requires-Dist: authlib; extra == "server"
Requires-Dist: itsdangerous; extra == "server"
Provides-Extra: tools
Requires-Dist: crawl4ai; extra == "tools"
Requires-Dist: feedparser; extra == "tools"
Provides-Extra: notebooks
Requires-Dist: ipykernel>=7.3.0; extra == "notebooks"
Requires-Dist: ipywidgets; extra == "notebooks"
Provides-Extra: all
Requires-Dist: openai; extra == "all"
Requires-Dist: google-genai; extra == "all"
Requires-Dist: ollama; extra == "all"
Requires-Dist: fastembed; extra == "all"
Requires-Dist: scikit-learn; extra == "all"
Requires-Dist: asyncpg; extra == "all"
Requires-Dist: psycopg2-binary; extra == "all"
Requires-Dist: mcp; extra == "all"
Requires-Dist: fastapi[standard]; extra == "all"
Requires-Dist: authlib; extra == "all"
Requires-Dist: itsdangerous; extra == "all"
Requires-Dist: crawl4ai; extra == "all"
Requires-Dist: feedparser; extra == "all"
Provides-Extra: test
Requires-Dist: aiosqlite; extra == "test"
Requires-Dist: pre-commit; extra == "test"
Requires-Dist: pytest; extra == "test"
Requires-Dist: pytest-asyncio; extra == "test"
Requires-Dist: pytest-cov; extra == "test"
Requires-Dist: python-dotenv; extra == "test"
Requires-Dist: testcontainers[postgres]; extra == "test"
Requires-Dist: openai; extra == "test"
Requires-Dist: google-genai; extra == "test"
Requires-Dist: ollama; extra == "test"
Requires-Dist: fastembed; extra == "test"
Requires-Dist: scikit-learn; extra == "test"
Requires-Dist: asyncpg; extra == "test"
Requires-Dist: psycopg2-binary; extra == "test"
Requires-Dist: mcp; extra == "test"
Requires-Dist: fastapi[standard]; extra == "test"
Requires-Dist: authlib; extra == "test"
Requires-Dist: itsdangerous; extra == "test"
Provides-Extra: docs
Requires-Dist: sphinx<9; extra == "docs"
Requires-Dist: sphinx-immaterial; extra == "docs"
Requires-Dist: myst-nb; extra == "docs"
Dynamic: license-file

<img src="frontend/public/assets/images/iconlogo.svg" alt="Kaval.AI Logo" width="400" height="100"/>

[![CI](https://github.com/Kaval-AI/kaval.ai/actions/workflows/ci.yml/badge.svg)](https://github.com/Kaval-AI/kaval.ai/actions/workflows/ci.yml)

Kaval.AI is an open source Python SDK for writing AI agents and workflow automation pipelines.
Suitable for conversational agents and generic workflow automation.

Features:
- Makes implementing simple workflows simple via YAML-defined workflows.
- Built-in debugging and monitoring tools via modern UI.
- Built-in support for Retrieval augmented generation (RAG) index.
- Agent server REST API with authentication and streaming support.
- Supports calling REST servers with basic authentication.

## License

Licensed under the Apache License, Version 2.0 (the "License");
you may not use this file except in compliance with the License.
You may obtain a copy of the License at http://www.apache.org/licenses/LICENSE-2.0

Unless required by applicable law or agreed to in writing, software
distributed under the License is distributed on an "AS IS" BASIS,
WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
See the License for the specific language governing permissions and
limitations under the License.

# Documentation

For full documentation, please visit [Kaval.AI Documentation](https://docs.kaval.ai/).
