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AdalFlow

SylphAI-Inc/AdalFlow

The library to build & auto-optimize LLM applications.

GitHub Website

GraphCanon updated Sep 20, 2026 · GitHub synced Sep 20, 2026

41views this month

4.2k stars387 forksLast push May 29, 2026 Python MIT

Decision brief

AdalFlow is designed to streamline the development and automatic optimization of LLM applications.

Good fit when

When you are working on projects that require advanced AI agents or chatbots with auto-prompting features, as AdalFlow can handle these needs comprehensively.
If your application requires integration with information retrieval systems like BM25 and FAISS for optimized performance in question-answering and data retrieval tasks.

Avoid when

Avoid using AdalFlow if your project does not benefit from auto-optimization features or does not involve LLM applications, as its specialized capabilities might introduce unnecessary complexity.
AdalFlow may not be the best choice for projects where custom or low-level control over all aspects of the AI model training and optimization is required, given it's designed to streamline processes.

Observed Jul 12, 2026 · Source: enrich:decision_facts

AdalFlow alternatives Trust report

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Maintenance and security

Full trust report

Maintenance: Slowing (101d since push); As of Sep 7, 2026
Provenance: Not a fork · Organization account; As of Sep 7, 2026
Security (OSV): No lockfile; As of Jul 11, 2026

Public GitHub metadata and optional OSV scans. Signals, not a guarantee. Trust methodology.

Install

pip install AdalFlow

PyPI

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Evidence and technical details

Sourced facts, taxonomy, compatibility claims, README excerpt, and machine-readable endpoints.

Overview

AdalFlow is a tool for developers and researchers focused on building, optimizing, and deploying Language Model (LLM) applications. It includes functionalities related to information retrieval, machine learning models, and NLP tasks such as question-answering, summarization, and prompt generation.

Capability facts

Languages: python
Source: github.language+pyproject.toml · Sep 7, 2026

Compatibility

Sourced claims from the README excerpt - not unsourced marketing copy.

Python runtimePython

Source: README excerpt (regex_v1, Sep 7, 2026)

pip install adalflow

Source link

README

Quick Start Install AdalFlow with pip:

For agents

This page has a .md twin and JSON over the API.

/tools/sylphai-inc-adalflow.md GET /api/graphcanon/tools/sylphai-inc-adalflow GET /api/graphcanon/graph?tool=sylphai-inc-adalflow