{"id":22528357,"url":"https://github.com/FalkorDB/FalkorDB","last_synced_at":"2025-08-03T23:32:28.085Z","repository":{"id":182546367,"uuid":"668673665","full_name":"FalkorDB/FalkorDB","owner":"FalkorDB","description":"A super fast Graph Database uses GraphBLAS under the hood for its sparse adjacency matrix graph representation. Our goal is to provide the best Knowledge Graph for LLM (GraphRAG).","archived":false,"fork":false,"pushed_at":"2024-12-01T12:37:34.000Z","size":98629,"stargazers_count":748,"open_issues_count":358,"forks_count":32,"subscribers_count":20,"default_branch":"master","last_synced_at":"2024-12-01T13:27:29.604Z","etag":null,"topics":["cloud-database","database","database-as-a-service","developer-tools","devtools","graph-database","graphrag","knowledge-graph","realtime-database"],"latest_commit_sha":null,"homepage":"https://www.falkordb.com/","language":"C","has_issues":true,"has_wiki":null,"has_pages":null,"mirror_url":null,"source_name":"RedisGraph/RedisGraph","license":"other","status":null,"scm":"git","pull_requests_enabled":true,"icon_url":"https://github.com/FalkorDB.png","metadata":{"files":{"readme":"README.md","changelog":null,"contributing":"CONTRIBUTING.md","funding":null,"license":"LICENSE.txt","code_of_conduct":null,"threat_model":null,"audit":null,"citation":null,"codeowners":null,"security":"SECURITY.md","support":null,"governance":null,"roadmap":null,"authors":null,"dei":null,"publiccode":null,"codemeta":null}},"created_at":"2023-07-20T10:47:51.000Z","updated_at":"2024-12-01T08:47:25.000Z","dependencies_parsed_at":"2023-12-17T11:31:33.400Z","dependency_job_id":"e11677f5-9876-42ae-9979-d8b5c3b1aa8b","html_url":"https://github.com/FalkorDB/FalkorDB","commit_stats":null,"previous_names":["falkordb/falkordb"],"tags_count":173,"template":false,"template_full_name":null,"repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/FalkorDB%2FFalkorDB","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/FalkorDB%2FFalkorDB/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/FalkorDB%2FFalkorDB/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/FalkorDB%2FFalkorDB/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/FalkorDB","download_url":"https://codeload.github.com/FalkorDB/FalkorDB/tar.gz/refs/heads/master","host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":228571857,"owners_count":17938773,"icon_url":"https://github.com/github.png","version":null,"created_at":"2022-05-30T11:31:42.601Z","updated_at":"2022-07-04T15:15:14.044Z","host_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub","repositories_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories","repository_names_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repository_names","owners_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners"}},"keywords":["cloud-database","database","database-as-a-service","developer-tools","devtools","graph-database","graphrag","knowledge-graph","realtime-database"],"created_at":"2024-12-07T07:02:05.713Z","updated_at":"2025-08-03T23:32:27.733Z","avatar_url":"https://github.com/FalkorDB.png","language":"C","funding_links":[],"categories":["C","Knowledge Graphs","\u003ca name=\"C\"\u003e\u003c/a\u003eC","Knowledge Graphs and Memory","Open-source repos"],"sub_categories":["Benchmark Reality Check (real-world tool use)"],"readme":"[![Dockerhub](https://img.shields.io/docker/pulls/falkordb/falkordb?label=Docker)](https://hub.docker.com/r/falkordb/falkordb/)\n[![Discord](https://img.shields.io/discord/1146782921294884966?style=flat-square)](https://discord.gg/6M4QwDXn2w)\n[![codecov](https://codecov.io/gh/falkordb/falkordb/graph/badge.svg?token=0G4HBEJMW0)](https://codecov.io/gh/falkordb/falkordb)\n[![Workflow](https://github.com/FalkorDB/FalkorDB/actions/workflows/build.yml/badge.svg?branch=master)](https://github.com/FalkorDB/FalkorDB/actions/workflows/build.yml)\n\n# FalkorDB - Graph Database for GraphRAG \u0026 GenAI\n\nA scalable, low-latency graph database designed for development teams managing structured and unstructured interconnected data in real-time or interactive environments.\n\n[![Try Free](https://img.shields.io/badge/Try%20Free-FalkorDB%20Cloud-FF8101?labelColor=FDE900\u0026style=for-the-badge\u0026link=https://app.falkordb.cloud)](https://app.falkordb.cloud)\u003cbr\u003e\n\n![FalkorDB Graph Database](/assets/header.jpg)\n\n## UNIQUE FEATURES\n\nOur goal is to build a high-performance Knowledge Graph tailored for Large Language Models (LLMs), prioritizing exceptionally low latency to ensure fast and efficient information delivery through our Graph Database.\n\n🆕 [FalkorDB](https://www.falkordb.com/) is the first **queryable [Property Graph](https://github.com/opencypher/openCypher/blob/master/docs/property-graph-model.adoc) database to leverage sparse matrices** for representing the [adjacency matrix](https://en.wikipedia.org/wiki/Adjacency_matrix) in graphs and [linear algebra](https://en.wikipedia.org/wiki/Adjacency_matrix) for querying.\n\n### Key Features\n\n* **Sparse Matrix Representation**: Utilizes sparse matrices to represent adjacency matrices, optimizing storage and performance.\n\n\n* **Linear Algebra Querying**: Employs linear algebra for query execution, enhancing computational efficiency.\n\n\n* **Property Graph Model Compliance**: Supports nodes and relationships with attributes, adhering to the Property Graph Model.\n\n\n* **OpenCypher Support:** Compatible with [OpenCypher](ttps://github.com/opencypher/openCypher/blob/master/docs/property-graph-model.adoc) query language, including proprietary extensions for advanced querying capabilities.\n\n\u003eExplore FalkorDB in action by visiting the [Demos](https://github.com/FalkorDB/FalkorDB/tree/master/demo).\n\n## DOCUMENTATION\n\n[Official Docs](https://docs.falkordb.com/) | [Clients](https://docs.falkordb.com/clients.html) | [Commands](https://docs.falkordb.com/commands/) | 📊 [Latest Performance Benchmarks](https://benchmark.falkordb.com/)\n\n### Community and Support\n\n* **Discussions**: Join our community discussions on [GitHub Discussions](https://github.com/FalkorDB/FalkorDB/discussions) to ask questions, share ideas, and connect with other users.\n\n* **Contributing**: We welcome contributions! Please see our [Contributing Guide](https://github.com/FalkorDB/FalkorDB/blob/master/CONTRIBUTING.md) for more details.\n\n* **License**: This project is licensed under the Server Side Public License v1 (SSPLv1). See the [LICENSE](https://github.com/FalkorDB/FalkorDB/blob/master/LICENSE.txt) file for details.\n\n## GET STARTED\n\n### Step 1\n\nTo quickly try out FalkorDB, launch an instance using docker:\n\n```\ndocker run -p 6379:6379 -it --rm -v ./data:/var/lib/falkordb/data falkordb/falkordb:edge\n```\n\nOr, to use the built-in browser-based interface, run:\n\n```\ndocker run -p 6379:6379 -p 3000:3000 -it --rm -v ./data:/var/lib/falkordb/data falkordb/falkordb:edge\n```\n\n### Step 2\n\nThen, open your browser and navigate to `http://localhost:3000`.\n\n\nYou can also interact with FalkorDB using any of the supported [Client Libraries](https://docs.falkordb.com/clients.html)\n\n### MotoGP League Example\n\nIn this example, we'll use the [FalkorDB Python client](https://pypi.org/project/FalkorDB/) to create a small graph representing a subset of motorcycle riders and teams participating in the MotoGP league. After creating the graph, we'll query the data to explore its structure and relationships.\n\n```python\nfrom falkordb import FalkorDB\n\n# Connect to FalkorDB\ndb = FalkorDB(host='localhost', port=6379)\n\n# Create the 'MotoGP' graph\ng = db.select_graph('MotoGP')\ng.query(\"\"\"CREATE (:Rider {name:'Valentino Rossi'})-[:rides]-\u003e(:Team {name:'Yamaha'}),\n                  (:Rider {name:'Dani Pedrosa'})-[:rides]-\u003e(:Team {name:'Honda'}),\n                  (:Rider {name:'Andrea Dovizioso'})-[:rides]-\u003e(:Team {name:'Ducati'})\"\"\")\n\n# Query which riders represents Yamaha?\nres = g.query(\"\"\"MATCH (r:Rider)-[:rides]-\u003e(t:Team)\n                 WHERE t.name = 'Yamaha'\n                 RETURN r.name\"\"\")\n\nfor row in res.result_set:\n\tprint(row[0])\n\n# Prints: \"Valentino Rossi\"\n\n# Query how many riders represent team Ducati ?\nres = g.query(\"\"\"MATCH (r:Rider)-[:rides]-\u003e(t:Team {name:'Ducati'})\n                 RETURN count(r)\"\"\")\n\nprint(res.result_set[0][0])\n# Prints: 1\n```\n\n## START BUILDING\n\n### Compiling\n\nMake sure to complete these requirements:\n\n1️⃣ The FalkorDB repository: `git clone --recurse-submodules -j8 https://github.com/FalkorDB/FalkorDB.git`\n\n\u003eOn Ubuntu Linux, run: `apt-get install build-essential cmake m4 automake peg libtool autoconf python3 python3-pip`\n\t\n\u003eOn OS X, verify that `homebrew` is installed and run: `brew install cmake m4 automake peg libtool autoconf`.\n\u003e\u003eThe version of Clang that ships with the OS X toolchain does not support OpenMP, which is a requirement for FalkorDB. One way to resolve this is to run `brew install gcc g++` and follow the on-screen instructions to update the symbolic links. Note that this is a system-wide change - setting the environment variables for `CC` and `CXX` will work if that is not an option.\n\n2️⃣ Build by running `make` in the project's directory.\n\nCongratulations! You can find the compiled binary at `bin/\u003carch\u003e/src/falkordb.so`.\n\n### Running tests\n\nStart by installing the required Python packages by running ```pip install -r requirements.txt``` from the ```tests``` directory.\n\n\u003e Note: If you've got ```redis-server``` in PATH, just invoke ```make test```. Otherwise, invoke ```REDIS_SERVER=\u003credis-server-location\u003e make test```. For a more verbose output, run ```make test V=1```.\n\n### Building in a docker\n\nThe FalkorDB build system runs within docker. For detailed instructions on building, please [see here](https://docs.falkordb.com/docker-examples/README.html).\n\n## LOADING FALKORDB INTO REDIS\n\nFalkorDB is hosted by [Redis](https://redis.io), so you'll first have to load it as a Module to a Redis server. \n\u003e Note: [Redis 7.4](https://redis.io/download) is required for the latest FalkorDB version.\n\n💡 We recommend having Redis load FalkorDB during startup by adding the following to your redis.conf file:\n\n```\nloadmodule /path/to/module/src/falkordb.so\n```\n\nIn the line above, replace `/path/to/module/src/falkordb.so` with the actual path to FalkorDB's library.\nIf Redis is running as a service, you must ensure that the `redis` user (default) has the necessary file/folder permissions\nto access `falkordb.so`.\n\nAlternatively, you can have Redis load FalkorDB using the following command line argument syntax:\n\n```sh\n~/$ redis-server --loadmodule /path/to/module/src/falkordb.so\n```\n\nLastly, you can also use the [`MODULE LOAD`](http://redis.io/commands/module-load) command. Note, however, that `MODULE LOAD` is a dangerous command and may be blocked/deprecated in the future due to security considerations.\n\nOnce you've successfully loaded FalkorDB your Redis log should see lines similar to:\n\n```\n...\n30707:M 20 Jun 02:08:12.314 * Module 'graph' loaded from \u003credacted\u003e/src/falkordb.so\n...\n```\n\nIf the server fails to launch with output similar to:\n\n```\n# Module /usr/lib/redis/modules/falkordb.so failed to load: libgomp.so.1: cannot open shared object file: No such file or directory\n# Can't load module from /usr/lib/redis/modules/falkordb.so: server aborting\n```\n\nThe system is missing the run-time dependency OpenMP. This can be installed on Ubuntu with `apt-get install libgomp1`, on RHEL/CentOS with `yum install libgomp`, and on OSX with `brew install libomp`.\n\n## USING FALKORDB\n\nYou can call FalkorDB's commands from any Redis client. Here are several methods:\n\n### With `redis-cli`\n\n```sh\n$ redis-cli\n127.0.0.1:6379\u003e GRAPH.QUERY social \"CREATE (:person {name: 'roi', age: 33, gender: 'male', status: 'married'})\"\n```\n\n### With any other client\n\nYou can interact with FalkorDB using your client's ability to send raw Redis commands.\n\n\u003eNote: Depending on your client of choice, the exact method for doing that may vary.\n\n#### Example: Using FalkorDB with a Python client\n\nThis code snippet shows how to use FalkorDB with from Python using [falkordb-py](https://github.com/FalkorDB/falkordb-py):\n\n```Python\nfrom falkordb import FalkorDB\n\n# Connect to FalkorDB\ndb = FalkorDB(host='localhost', port=6379)\n\n# Select the social graph\ng = db.select_graph('social')\n\nreply = g.query(\"CREATE (:person {name:'roi', age:33, gender:'male', status:'married'})\")\n```\n\n## CLIENT LIBRARIES\n\n\u003eNote: Some languages have client libraries that provide support for FalkorDB's commands:\n\n### Official Clients\n\n\n| Project                                                   | Language   | License | Author                                      | Stars                                                             | Package | Comment    |\n| --------------------------------------------------------- | ---------- | ------- | ------------------------------------------- | ----------------------------------------------------------------- | ------- | ---------- |\n| [jfalkordb][jfalkordb-url] | Java | BSD | [FalkorDB][falkordb-url] | [![jfalkordb-stars]][jfalkordb-url] | [Maven][jfalkordb-package]||\n| [falkordb-py][falkordb-py-url] | Python | MIT | [FalkorDB][falkordb-url] | [![falkordb-py-stars]][falkordb-py-url] | [pypi][falkordb-py-package]||\n| [falkordb-ts][falkordb-ts-url] | Node.JS | MIT | [FalkorDB][falkordb-url] | [![falkordb-ts-stars]][falkordb-ts-url] | [npm][falkordb-ts-package]||\n| [falkordb-rs][falkordb-rs-url] | Rust | MIT | [FalkorDB][falkordb-url] | [![falkordb-rs-stars]][falkordb-rs-url] | [Crate][falkordb-rs-package]||\n| [falkordb-go][falkordb-go-url] | Go | BSD | [FalkorDB][falkordb-url] | [![falkordb-go-stars]][falkordb-go-url] | [GitHub][falkordb-go-url]||\n| [NFalkorDB][nfalkordb-url]  |  C# | Apache-2.0 | [FalkorDB][falkordb-url] | [![nfalkordb-stars]][nfalkordb-url] | [nuget][nfalkordb-package] | |\n\n\n### Additional Clients\n\n| Project                                                   | Language   | License | Author                                      | Stars                                                             | Package | Comment    |\n| --------------------------------------------------------- | ---------- | ------- | ------------------------------------------- | ----------------------------------------------------------------- | ------- | ---------- |\n| [nredisstack][nredisstack-url] | .NET | MIT | [Redis][redis-url] | [![nredisstack-stars]][nredisstack-url] | [nuget][nredisstack-package]||\n| [redisgraph-rb][redisgraph-rb-url]                        | Ruby       | BSD     | [Redis][redisgraph-rb-author]          | [![redisgraph-rb-stars]][redisgraph-rb-url]                       | [GitHub][redisgraph-rb-url] ||\n| [redgraph][redgraph-url]                                  | Ruby       | MIT     | [pzac][redgraph-author]                | [![redgraph-stars]][redgraph-url]                                 | [GitHub][redgraph-url] ||\n| [redisgraph-go][redisgraph-go-url]                        | Go         | BSD     | [Redis][redisgraph-go-author]          | [![redisgraph-go-stars]][redisgraph-go-url]                       | [GitHub][redisgraph-go-url]||\n| [rueidis][rueidis-url]                                    | Go         | Apache 2.0 | [Rueian][rueidis-author]          | [![rueidis-stars]][rueidis-url]                       | [GitHub][rueidis-url] ||\n| [ioredisgraph][ioredisgraph-url]                          | JavaScript | ISC     | [Jonah][ioredisgraph-author]                | [![ioredisgraph-stars]][ioredisgraph-url]                         | [GitHub][ioredisgraph-url] ||\n| [@hydre/rgraph][rgraph-url]                               | JavaScript | MIT     | [Sceat][rgraph-author]                      | [![rgraph-stars]][rgraph-url]                                     | [GitHub][rgraph-url] ||\n| [php-redis-graph][php-redis-graph-url]                    | PHP        | MIT     | [KJDev][php-redis-graph-author]             | [![php-redis-graph-stars]][php-redis-graph-url]                   | [GitHub][php-redis-graph-url] ||\n| [redisgraph_php][redisgraph_php-url]                      | PHP        | MIT     | [jpbourbon][redisgraph_php-author]          | [![redisgraph_php-stars]][redisgraph_php-url]                     | [GitHub][redisgraph_php-url] ||\n| [redisgraph-ex][redisgraph-ex-url]                        | Elixir     | MIT     | [crflynn][redisgraph-ex-author]             | [![redisgraph-ex-stars]][redisgraph-ex-url]                       | [GitHub][redisgraph-ex-url] ||\n| [redisgraph-rs][redisgraph-rs-url]                        | Rust       | MIT     | [malte-v][redisgraph-rs-author]             | [![redisgraph-rs-stars]][redisgraph-rs-url]                       | [GitHub][redisgraph-rs-url] ||\n| [redis_graph][redis_graph-url]                            | Rust       | BSD     | [tompro][redis_graph-author]                | [![redis_graph-stars]][redis_graph-url]                           | [GitHub][redis_graph-url] ||\n| [rustis][rustis-url]                                     | Rust       | MIT          | [Dahomey Technologies][rustis-author]       | [![rustis-stars]][rustis-url]    | [Crate](https://crates.io/crates/rustis) | [Documentation](https://docs.rs/rustis/latest/rustis/commands/trait.GraphCommands.html) |\n| [NRedisGraph][NRedisGraph-url]                            | C#         | BSD     | [tombatron][NRedisGraph-author]             | [![NRedisGraph-stars]][NRedisGraph-url]                           | [GitHub][NRedisGraph-url] ||\n| [RedisGraph.jl][RedisGraph.jl-url]                        | Julia      | MIT     | [xyxel][RedisGraph.jl-author]               | [![RedisGraph.jl-stars]][RedisGraph.jl-url]                       | [GitHub][RedisGraph.jl-url] ||\n\n[redis-url]: https://redis.com\n[falkordb-url]: https://www.falkordb.com\n\n[falkordb-py-url]: http://github.com/falkorDB/falkordb-py\n[falkordb-py-stars]: https://img.shields.io/github/stars/falkorDB/falkordb-py.svg?style=social\u0026amp;label=Star\u0026amp;maxAge=2592000\n[falkordb-py-package]: https://pypi.org/project/FalkorDB\n\n[jfalkordb-url]: https://github.com/falkordb/jfalkordb\n[jfalkordb-stars]: https://img.shields.io/github/stars/falkordb/jfalkordb.svg?style=social\u0026amp;label=Star\u0026amp;maxAge=2592000\n[jfalkordb-package]: https://search.maven.org/artifact/com.falkordb/jfalkordb\n\n[nfalkordb-url]: https://github.com/falkordb/NFalkorDB\n[nfalkordb-stars]: https://img.shields.io/github/stars/falkordb/nfalkordb.svg?style=social\u0026label=Star\u0026maxAge=2592000\n[nfalkordb-package]: https://www.nuget.org/packages/NFalkorDB\n\n[nredisstack-url]: https://github.com/redis/nredisstack\n[nredisstack-stars]: https://img.shields.io/github/stars/redis/nredisstack.svg?style=social\u0026amp;label=Star\u0026amp;maxAge=2592000\n[nredisstack-package]: https://www.nuget.org/packages/nredisstack/\n\n[falkordb-ts-url]: https://github.com/falkordb/falkordb-ts\n[falkordb-ts-stars]: https://img.shields.io/github/stars/falkordb/falkordb-ts.svg?style=social\u0026amp;label=Star\u0026amp;maxAge=2592000\n[falkordb-ts-package]: https://www.npmjs.com/package/falkordb\n\n[falkordb-rs-url]: https://github.com/falkordb/falkordb-rs\n[falkordb-rs-stars]: https://img.shields.io/github/stars/falkordb/falkordb-rs.svg?style=social\u0026amp;label=Star\u0026amp;maxAge=2592000\n[falkordb-rs-package]: https://crates.io/crates/falkordb\n\n[falkordb-go-url]: https://github.com/falkordb/falkordb-go\n[falkordb-go-stars]: https://img.shields.io/github/stars/falkordb/falkordb-go.svg?style=social\u0026amp;label=Star\u0026amp;maxAge=2592000\n[falkordb-go-package]: https://github.com/falkordb/falkordb-go\n\n[redisgraph-rb-author]: https://redislabs.com\n[redisgraph-rb-url]: https://github.com/RedisGraph/redisgraph-rb\n[redisgraph-rb-stars]: https://img.shields.io/github/stars/RedisGraph/redisgraph-rb.svg?style=social\u0026amp;label=Star\u0026amp;maxAge=2592000\n\n[redgraph-author]: https://github.com/pzac\n[redgraph-url]: https://github.com/pzac/redgraph\n[redgraph-stars]: https://img.shields.io/github/stars/pzac/redgraph.svg?style=social\u0026amp;label=Star\u0026amp;maxAge=2592000\n\n[redisgraph-go-author]: https://redislabs.com\n[redisgraph-go-url]: https://github.com/RedisGraph/redisgraph-go\n[redisgraph-go-stars]: https://img.shields.io/github/stars/RedisGraph/redisgraph-go.svg?style=social\u0026amp;label=Star\u0026amp;maxAge=2592000\n\n[rueidis-url]: https://github.com/rueian/rueidis\n[rueidis-author]: https://github.com/rueian\n[rueidis-stars]: https://img.shields.io/github/stars/rueian/rueidis.svg?style=social\u0026amp;label=Star\u0026amp;maxAge=2592000\n\n\n[rgraph-author]: https://github.com/Sceat\n[rgraph-url]: https://github.com/HydreIO/rgraph\n[rgraph-stars]: https://img.shields.io/github/stars/HydreIO/rgraph.svg?style=social\u0026amp;label=Star\u0026amp;maxAge=2592000\n\n[ioredisgraph-author]: https://github.com/Jonahss\n[ioredisgraph-url]: https://github.com/Jonahss/ioredisgraph\n[ioredisgraph-stars]: https://img.shields.io/github/stars/Jonahss/ioredisgraph.svg?style=social\u0026amp;label=Star\u0026amp;maxAge=2592000\n\n[php-redis-graph-author]: https://github.com/kjdev\n[php-redis-graph-url]: https://github.com/kjdev/php-redis-graph\n[php-redis-graph-stars]: https://img.shields.io/github/stars/kjdev/php-redis-graph.svg?style=social\u0026amp;label=Star\u0026amp;maxAge=2592000\n\n[redisgraph_php-author]: https://github.com/jpbourbon\n[redisgraph_php-url]: https://github.com/jpbourbon/redisgraph_php\n[redisgraph_php-stars]: https://img.shields.io/github/stars/jpbourbon/redisgraph_php.svg?style=social\u0026amp;label=Star\u0026amp;maxAge=2592000\n\n[redislabs-redisgraph-php-author]: https://github.com/mkorkmaz\n[redislabs-redisgraph-php-url]: https://github.com/mkorkmaz/redislabs-redisgraph-php\n[redislabs-redisgraph-php-stars]: https://img.shields.io/github/stars/mkorkmaz/redislabs-redisgraph-php.svg?style=social\u0026amp;label=Star\u0026amp;maxAge=2592000\n\n[redisgraph-ex-author]: https://github.com/crflynn\n[redisgraph-ex-url]: https://github.com/crflynn/redisgraph-ex\n[redisgraph-ex-stars]: https://img.shields.io/github/stars/crflynn/redisgraph-ex.svg?style=social\u0026amp;label=Star\u0026amp;maxAge=2592000\n\n[redisgraph-rs-author]: https://github.com/malte-v\n[redisgraph-rs-url]: https://github.com/malte-v/redisgraph-rs\n[redisgraph-rs-stars]: https://img.shields.io/github/stars/malte-v/redisgraph-rs.svg?style=social\u0026amp;label=Star\u0026amp;maxAge=2592000\n\n[redis_graph-author]: https://github.com/tompro\n[redis_graph-url]: https://github.com/tompro/redis_graph\n[redis_graph-stars]: https://img.shields.io/github/stars/tompro/redis_graph.svg?style=social\u0026amp;label=Star\u0026amp;maxAge=2592000\n\n[NRedisGraph-author]: https://github.com/tombatron\n[NRedisGraph-url]: https://github.com/tombatron/NRedisGraph\n[NRedisGraph-stars]: https://img.shields.io/github/stars/tombatron/NRedisGraph.svg?style=social\u0026amp;label=Star\u0026amp;maxAge=2592000\n\n[RedisGraphDotNet.Client-author]: https://github.com/Sgawrys\n[RedisGraphDotNet.Client-url]: https://github.com/Sgawrys/RedisGraphDotNet.Client\n[RedisGraphDotNet.Client-stars]: https://img.shields.io/github/stars/Sgawrys/RedisGraphDotNet.Client.svg?style=social\u0026amp;label=Star\u0026amp;maxAge=2592000\n\n[RedisGraph.jl-author]: https://github.com/xyxel\n[RedisGraph.jl-url]: https://github.com/xyxel/RedisGraph.jl\n[RedisGraph.jl-stars]: https://img.shields.io/github/stars/xyxel/RedisGraph.jl.svg?style=social\u0026amp;label=Star\u0026amp;maxAge=2592000\n\n[rustis-url]: https://github.com/dahomey-technologies/rustis\n[rustis-author]: https://github.com/dahomey-technologies\n[rustis-stars]: https://img.shields.io/github/stars/dahomey-technologies/rustis.svg?style=social\u0026amp;label=Star\u0026amp;maxAge=2592000\n\n## LICENSE\n\nLicensed under the Server Side Public License v1 (SSPLv1). See [LICENSE](LICENSE.txt).\n\n### Support our work\n\n⭐️ If you find this repository helpful, please consider giving it a star!\n\n↗️ Graph, graph database, RAG, graphrag, Retrieval-Augmented Generation,Information Retrieval, Natural Language Processing, LLM, Embeddings, Semantic Search\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2FFalkorDB%2FFalkorDB","html_url":"https://awesome.ecosyste.ms/projects/github.com%2FFalkorDB%2FFalkorDB","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2FFalkorDB%2FFalkorDB/lists"}