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Update README.md

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Zachary Huang 2025-03-14 19:40:54 -04:00 committed by GitHub
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@ -35,9 +35,7 @@ Current LLM frameworks are bloated... You only need 100 lines for LLM Framework!
| | **Abstraction** | **App-Specific Wrappers** | **Vendor-Specific Wrappers** | **Lines** | **Size** | | | **Abstraction** | **App-Specific Wrappers** | **Vendor-Specific Wrappers** | **Lines** | **Size** |
|----------------|:-----------------------------: |:-----------------------------------------------------------:|:------------------------------------------------------------:|:---------------:|:----------------------------:| |----------------|:-----------------------------: |:-----------------------------------------------------------:|:------------------------------------------------------------:|:---------------:|:----------------------------:|
| LangChain | Agent, Chain | Many <br><sup><sub>(e.g., QA, Summarization)</sub></sup> | Many <br><sup><sub>(e.g., OpenAI, Pinecone, etc.)</sub></sup> | 405K | +166MB | | LangChain | Agent, Chain | Many <br><sup><sub>(e.g., QA, Summarization)</sub></sup> | Many <br><sup><sub>(e.g., OpenAI, Pinecone, etc.)</sub></sup> | 405K | +166MB |
| LlamaIndex | Agent, Graph | Native <sup><sub>for RAG <br>(Summarization, KG Indexing)</sub></sup> | Many <sup><sub>[Optional] <br>(e.g., OpenAI, Pinecone, etc.)</sub></sup> | 77K <br><sup><sub>(core-only)</sub></sup> | +189MB <br><sup><sub>(core-only)</sub></sup> |
| CrewAI | Agent, Chain | Many <br><sup><sub>(e.g., FileReadTool, SerperDevTool)</sub></sup> | Many <br><sup><sub>(e.g., OpenAI, Anthropic, Pinecone, etc.)</sub></sup> | 18K | +173MB | | CrewAI | Agent, Chain | Many <br><sup><sub>(e.g., FileReadTool, SerperDevTool)</sub></sup> | Many <br><sup><sub>(e.g., OpenAI, Anthropic, Pinecone, etc.)</sub></sup> | 18K | +173MB |
| Haystack | Agent, Graph | Many <br><sup><sub>(e.g., QA, Summarization)</sub></sup> | Many <br><sup><sub>(e.g., OpenAI, Anthropic, Pinecone, etc.)</sub></sup> | 31K | +195MB |
| SmolAgent | Agent | Some <br><sup><sub>(e.g., CodeAgent, VisitWebTool)</sub></sup> | Some <br><sup><sub>(e.g., DuckDuckGo, Hugging Face, etc.)</sub></sup> | 8K | +198MB | | SmolAgent | Agent | Some <br><sup><sub>(e.g., CodeAgent, VisitWebTool)</sub></sup> | Some <br><sup><sub>(e.g., DuckDuckGo, Hugging Face, etc.)</sub></sup> | 8K | +198MB |
| LangGraph | Agent, Graph | Some <br><sup><sub>(e.g., Semantic Search)</sub></sup> | Some <br><sup><sub>(e.g., PostgresStore, SqliteSaver, etc.) </sub></sup> | 37K | +51MB | | LangGraph | Agent, Graph | Some <br><sup><sub>(e.g., Semantic Search)</sub></sup> | Some <br><sup><sub>(e.g., PostgresStore, SqliteSaver, etc.) </sub></sup> | 37K | +51MB |
| AutoGen | Agent | Some <br><sup><sub>(e.g., Tool Agent, Chat Agent)</sub></sup> | Many <sup><sub>[Optional]<br> (e.g., OpenAI, Pinecone, etc.)</sub></sup> | 7K <br><sup><sub>(core-only)</sub></sup> | +26MB <br><sup><sub>(core-only)</sub></sup> | | AutoGen | Agent | Some <br><sup><sub>(e.g., Tool Agent, Chat Agent)</sub></sup> | Many <sup><sub>[Optional]<br> (e.g., OpenAI, Pinecone, etc.)</sub></sup> | 7K <br><sup><sub>(core-only)</sub></sup> | +26MB <br><sup><sub>(core-only)</sub></sup> |