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git clone gitlawb://did:key:z6Mkq5mY...iFZ5/my-project-publ...git clone gitlawb://did:key:z6Mkq5mY.../my-project-publ...2fa351d6docs: add automaton and perps launch sources16d ago| #1 | --- |
| #2 | title: "Overview" |
| #3 | description: "Self-hosting features that extend Mem0 beyond basic memory storage" |
| #4 | icon: "list" |
| #5 | --- |
| #6 | |
| #7 | # Self-Hosting Features Overview |
| #8 | |
| #9 | Mem0 Open Source ships with capabilities that adapt memory behavior for production workloads—async operations, graph relationships, multimodal inputs, and fine-tuned retrieval. Configure these features with code or YAML to match your application's needs. |
| #10 | |
| #11 | <Info> |
| #12 | Start with the <Link href="/open-source/python-quickstart">Python quickstart</Link> to validate basic memory operations, then enable the features below when you need them. |
| #13 | </Info> |
| #14 | |
| #15 | ## Choose your path |
| #16 | |
| #17 | <CardGroup cols={3}> |
| #18 | <Card title="Graph Memory" icon="network-wired" href="/open-source/features/graph-memory"> |
| #19 | Store entity relationships for multi-hop recall. |
| #20 | </Card> |
| #21 | <Card title="Advanced Metadata Filtering" icon="filter" href="/open-source/features/metadata-filtering"> |
| #22 | Query with logical operators and nested conditions. |
| #23 | </Card> |
| #24 | <Card title="Search with Reranking" icon="ranking-star" href="/open-source/features/reranker-search"> |
| #25 | Boost search relevance with specialized models. |
| #26 | </Card> |
| #27 | <Card title="Async Memory Operations" icon="bolt" href="/open-source/features/async-memory"> |
| #28 | Non-blocking operations for high-throughput apps. |
| #29 | </Card> |
| #30 | <Card title="Multimodal Support" icon="image" href="/open-source/features/multimodal-support"> |
| #31 | Process images, audio, and video memories. |
| #32 | </Card> |
| #33 | <Card title="Custom Fact Extraction" icon="wand-magic-sparkles" href="/open-source/features/custom-fact-extraction-prompt"> |
| #34 | Tailor how facts are extracted from text. |
| #35 | </Card> |
| #36 | </CardGroup> |
| #37 | |
| #38 | <CardGroup cols={3}> |
| #39 | <Card title="Custom Memory Updates" icon="arrows-rotate" href="/open-source/features/custom-update-memory-prompt"> |
| #40 | Control memory refinement with custom instructions. |
| #41 | </Card> |
| #42 | <Card title="REST API" icon="code" href="/open-source/features/rest-api"> |
| #43 | HTTP endpoints for language-agnostic integrations. |
| #44 | </Card> |
| #45 | <Card title="OpenAI Compatibility" icon="message-bot" href="/open-source/features/openai_compatibility"> |
| #46 | Drop-in replacement for OpenAI chat endpoints. |
| #47 | </Card> |
| #48 | </CardGroup> |
| #49 | |
| #50 | <Tip> |
| #51 | Looking for managed features instead? Compare self-hosting vs managed in the <Link href="/platform/platform-vs-oss">Platform vs OSS guide</Link>. |
| #52 | </Tip> |
| #53 | |
| #54 | ## Keep going |
| #55 | |
| #56 | <CardGroup cols={2}> |
| #57 | <Card |
| #58 | title="Configure Components" |
| #59 | description="Choose your LLM, embedder, vector store, and reranker with YAML or code." |
| #60 | icon="sliders" |
| #61 | href="/open-source/configuration" |
| #62 | /> |
| #63 | <Card |
| #64 | title="Explore Cookbooks" |
| #65 | description="Follow production-ready examples that combine multiple features." |
| #66 | icon="book" |
| #67 | href="/cookbooks/overview" |
| #68 | /> |
| #69 | </CardGroup> |
| #70 |