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ai-agent-book vs FlagEmbedding

ai-agent-book and FlagEmbedding share 13 technologies: accelerate, bitsandbytes, sentencepiece, torch, transformers, peft, datasets, tiktoken, rank-bm25, flagembedding, sentence-transformers, langchain-openai, and vLLM. Both are written in Python.

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What they share and what sets them apart

bojieli

ai-agent-book

《深入理解 AI Agent：设计原理与工程实践》（李博杰 著）开源主仓库：全书正文、编译版 PDF 与按章配套代码

Python57.6kRead on November 10, 2026, at commit dbc046eWhat is ai-agent-book built with?

Only in ai-agent-book

In common

FlagOpen

FlagEmbedding

Retrieval and Retrieval-augmented LLMs

Python12.3kRead on November 11, 2026, at commit 897baa6What is FlagEmbedding built with?

Only in FlagEmbedding

Side by side

SizeLines written by people and agents, without generated ones; code files, without tests.
ai-agent-book422,447 lines written1,067 code files
FlagEmbedding97,836 lines written428 code files
Who writes itA commit counts as AI's when it carries its signature: a Co-Authored-By line, its author name or the merge of its branch.
ai-agent-book20.8% of its commits signed by AIWith Claude Code
FlagEmbedding0% of its commits signed by AI
ActivityFrom GitHub and its history, on the day SeeRepo read it.
ai-agent-bookLast push October 8, 20261,610 commits57,596 stars
FlagEmbeddingLast push October 27, 20261,204 commits12,314 stars
TestsThe files that test the code, and the share of code files a test imports.
ai-agent-book624 test files34.3% of its code files have a test that imports them
FlagEmbedding22 test files0.2% of its code files have a test that imports them

Frequently asked questions

Which is bigger, ai-agent-book or FlagEmbedding?
ai-agent-book, with 422,447 lines written; FlagEmbedding has 97,836.

The proof: bojieli/ai-agent-book's code at commit dbc046e

Which has more GitHub stars, ai-agent-book or FlagEmbedding?
ai-agent-book, with 57,596 stars; FlagEmbedding has 12,314.

The proof: bojieli/ai-agent-book on GitHub

Which has more tests, ai-agent-book or FlagEmbedding?
ai-agent-book, with 624 test files; FlagEmbedding has 22.

The proof: bojieli/ai-agent-book's code at commit dbc046e

Which was updated more recently, ai-agent-book or FlagEmbedding?
FlagEmbedding: its last push was on October 27, 2026, and ai-agent-book's on October 8, 2026.

The proof: FlagOpen/FlagEmbedding's commits on GitHub

Which has more commits signed by AI, ai-agent-book or FlagEmbedding?
ai-agent-book: an AI signed 20.8% of its commits, with Claude Code.

The proof: the commits each tool signed in bojieli/ai-agent-book

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