\n
![](\"https://github.com/The-Pocket/.github/raw/main/assets/meme.jpg\")
\n\n\n | | **Abstraction** | **App-Specific Wrappers** | **Vendor-Specific Wrappers** | **Lines** | **Size** |\n|----------------|:-----------------------------: |:-----------------------------------------------------------:|:------------------------------------------------------------:|:---------------:|:----------------------------:|\n| LangChain | Agent, Chain | Many
(e.g., QA, Summarization) | Many
(e.g., OpenAI, Pinecone, etc.) | 405K | +166MB |\n| CrewAI | Agent, Chain | Many
(e.g., FileReadTool, SerperDevTool) | Many
(e.g., OpenAI, Anthropic, Pinecone, etc.) | 18K | +173MB |\n| S","github_created_at":"2024-12-24T02:43:30+00:00","created_at":"2026-07-07T17:33:57.681675+00:00","updated_at":"2026-08-17T06:01:56.21507+00:00","categories":[{"slug":"ai-agents","name":"AI Agents","url":"https://www.graphcanon.com/categories/ai-agents","markdown_url":"https://www.graphcanon.com/categories/ai-agents.md","api_url":"https://www.graphcanon.com/api/graphcanon/categories/ai-agents"},{"slug":"llm-frameworks","name":"LLM Frameworks","url":"https://www.graphcanon.com/categories/llm-frameworks","markdown_url":"https://www.graphcanon.com/categories/llm-frameworks.md","api_url":"https://www.graphcanon.com/api/graphcanon/categories/llm-frameworks"}],"tags":[{"slug":"agentic-ai","name":"agentic-ai"},{"slug":"agents","name":"agents"},{"slug":"flow-based-programming","name":"flow-based-programming"},{"slug":"llm-framework","name":"llm-framework"},{"slug":"retrieval-augmented-generation","name":"retrieval-augmented-generation"}],"trust":{"provenance":{"is_fork":false,"github_id":907624056,"owner_type":"Organization","methodology":"github_public_v1","parent_repo":null,"near_duplicate_slugs":[]},"computed_at":"2026-08-17T06:01:55.408Z","maintenance":{"label":"Active","score":82,"methodology":"github_public_v1","releases_90d":0,"days_since_push":21,"last_release_at":"2025-03-25T14:01:44Z","stars_delta_30d":120,"open_issues_delta_30d":2},"security_summary":{"status":"no_lockfile","scanner":null,"low_count":0,"high_count":0,"last_scan_at":"2026-07-11T11:02:18.814Z","medium_count":0,"scan_profile":"none","critical_count":0}},"capability_facts":{"scan":{"source":"repo_scan","observed_at":"2026-08-17T06:01:55.876Z"},"languages":{"value":["python"],"source":"github.language","observed_at":"2026-08-17T06:01:55.876Z"},"license_spdx":{"value":"MIT","source":"github.license","observed_at":"2026-08-17T06:01:55.876Z"}},"decision_facts":{"hosting":{"model":"unknown","summary":"No specific cloud or hosting requirements mentioned. Its lightweight nature makes it versatile across various deployment environments from local development to cloud-based systems."},"pricing":{"model":"freemium","summary":"Free and open-source, with no direct costs for the core framework but might require additional investment in complementary services or support for larger projects."},"requirements":null,"constraints":{"hosting_model":"unknown","pricing_model":"freemium"},"when_to_use":["- When you need a lightweight solution (<100 lines) that minimizes dependencies and avoids vendor lock-in for developing LLM-based agents.","- If you are working on projects where simplicity and quick prototyping are key, such as in academic research or proof-of-concept development."],"when_not_to_use":["- Avoid if your project requires complex feature integration that typically demands a larger codebase with more extensive dependencies.","- Not suitable for large-scale enterprise applications requiring robust, vendor-supported solutions with comprehensive documentation and support frameworks."],"source":"enrich:decision_facts","observed_at":"2026-07-11T15:40:45.334Z"},"constraint_facets":{"hosting_model":"unknown","pricing_model":"freemium"},"decision_summary":[{"label":"Hosting","value":"unknown - No specific cloud or hosting requirements mentioned. Its lightweight nature makes it versatile across various deployment environments from local development to cloud-based systems."},{"label":"Pricing","value":"freemium - Free and open-source, with no direct costs for the core framework but might require additional investment in complementary services or support for larger projects."},{"label":"Adopt for","value":"PocketFlow is a minimalist 100-line Python framework designed for efficient AI agent development and deployment, offering support for multi-agent systems, workflows, and RAG with very low dependency requirements."},{"label":"License detail","value":"MIT License, allowing for broad usage rights with minimal restrictions."}]}}
![\"Pocket](\"https://github.com/The-Pocket/.github/raw/main/assets/title.png\")
\n![](\"https://img.shields.io/discord/1346833819172601907?logo=discord&style=flat\")
\n\n\nPocket Flow is a [100-line](https://github.com/The-Pocket/PocketFlow/blob/main/pocketflow/__init__.py) minimalist LLM framework\n\n- **Lightweight**: Just 100 lines. Zero bloat, zero dependencies, zero vendor lock-in.\n \n- **Expressive**: Everything you love—([Multi-](https://the-pocket.github.io/PocketFlow/design_pattern/multi_agent.html))[Agents](https://the-pocket.github.io/PocketFlow/design_pattern/agent.html), [Workflow](https://the-pocket.github.io/PocketFlow/design_pattern/workflow.html), [RAG](https://the-pocket.github.io/PocketFlow/design_pattern/rag.html), and more.\n\n- **[Agentic Coding](https://zacharyhuang.substack.com/p/agentic-coding-the-most-fun-way-to)**: Let AI Agents (e.g., Cursor AI) build Agents—10x productivity boost!\n\nGet started with Pocket Flow:\n- To install, ```pip install pocketflow```or just copy the [source code](https://github.com/The-Pocket/PocketFlow/blob/main/pocketflow/__init__.py) (only 100 lines).\n- To learn more, check out the [video tutorial](https://youtu.be/0Zr3NwcvpA0) and [documentation](https://the-pocket.github.io/PocketFlow/)\n- 🎉 Join our [Discord](https://discord.gg/hUHHE9Sa6T) to connect with other developers building with Pocket Flow!\n- 🎉 Pocket Flow now has [Typescript](https://github.com/The-Pocket/PocketFlow-Typescript), [Java](https://github.com/The-Pocket/PocketFlow-Java), [C++](https://github.com/The-Pocket/PocketFlow-CPP), [Go](https://github.com/The-Pocket/PocketFlow-Go), [Rust](https://github.com/The-Pocket/PocketFlow-Rust) and [PHP](https://github.com/The-Pocket/PocketFlow-PHP) versions!\n\n## Why Pocket Flow?\n\nCurrent LLM frameworks are bloated... You only need 100 lines for LLM Framework!\n\n